PRD — Clarity

This file is an auto-compiled PRD generated by combining all Markdown documents under docs/.

Sources

docs/product-brief.md
docs/feature-hierarchy.md
docs/domain-model.md
docs/interaction-map.md
docs/ui-flow.md
docs/wireframe-map.md
docs/reports.md
docs/report-visualization.md
docs/reporting-architecture.md
docs/generation-prompt.md

product-brief
feature-hierarchy
domain-model
interaction-map
ui-flow
wireframe-map
reports
report-visualization
reporting-architecture
generation-prompt

product-brief

Source: docs/product-brief.md

Strategic Intelligence & Go-To-Market Platform

Complete Product Description for UI/UX Design

1. Product Overview

The platform is a Strategic Intelligence and Go-To-Market Operating System that helps organizations move from market insight to growth execution.

Most companies currently use fragmented tools:

• Market research tools • Survey platforms • Strategy decks • Marketing automation • Content tools • Analytics dashboards

This platform unifies those workflows into one continuous strategic loop:

Market Research → Consumer Insight → Concept Testing → Go-To-Market Strategy → Go-To-Market Plan → Campaign Execution → Measurement → Insight → Optimization

The experience should feel like a strategic command center rather than a collection of disconnected tools.

2. Core Product Philosophy

The platform should communicate three core ideas through the design:

1. Strategy and execution are connected

Insights directly produce action.

Example A persona insight → influences messaging → influences campaign content.

2. AI assists but humans decide

AI generates:

• research summaries • persona simulations • strategy drafts • content

But users always review and refine outputs.

3. Growth is a continuous loop

The interface should reinforce the loop:

Research → Strategy → Execution → Measurement → Learning.

This should be visually represented.

3. Primary Users

Founder / Executive

Uses the platform to answer:

• Is this market worth entering? • Who should we target? • What strategy should we pursue? • Is our marketing working?

Needs: • strategic clarity • executive dashboards • reports

Marketing Leader

Uses the platform to plan and run marketing.

Needs:

• campaigns • content creation • channel strategy • performance tracking

Product Manager

Uses the platform for:

• concept validation • customer understanding • product positioning

Research Analyst

Uses the platform to:

• run research workflows • generate insights • build persona libraries

4. Core Mental Model

The product revolves around Projects.

A Project represents a strategic initiative.

Examples:

• entering a new market • launching a new product • improving marketing performance

Each Project contains the full workflow.

5. Primary System Modules

Designers should think of the system as modules within a project workspace.

Modules

Dashboard
Research
Personas
Concepts
Go-To-Market Strategy
Go-To-Market Plan
Campaigns
Content
Measurement
Reports
Collaboration

Each module connects to others.

6. Core User Journey

Step 1: Create a Project

User defines:

• business context • product or offering • market definition • objective

Example:

“Launch an AI analytics platform for mid-market companies.”

Step 2: Conduct Market Research

User gathers:

• market data • trends • competitors • customer segments

Outputs include:

• market definition • market size • competitive landscape • key insights

Design needs:

• structured research interface • insight cards • source references

Step 3: Generate Personas

The system builds synthetic personas based on research.

Persona components:

• biography • demographics • motivations • pain points • buying triggers • objections • preferred channels

Personas can be viewed as:

• cards • profiles • segments

Design should make personas feel human and understandable.

Step 4: Test Concepts

User can test:

• product concepts • messaging • marketing creative • landing pages

Concept testing results include:

• preference ranking • adoption likelihood • willingness to pay • objections

Design needs:

• comparison interfaces • experiment dashboards

Step 5: Create Go-To-Market Strategy

Strategy defines the high-level plan.

Elements:

Target segments Positioning Messaging architecture Pricing Channel strategy Sales motion

Design should present strategy as structured strategic artifacts, not long documents.

Examples:

• strategy cards • message frameworks • positioning canvas

Step 6: Generate Go-To-Market Plan

The strategy becomes an execution roadmap.

Components:

Workstreams Tasks Experiment backlog Measurement plan

Workstreams include:

• content marketing • paid media • lifecycle marketing • partnerships • sales enablement

Design should support task planning and prioritization.

Step 7: Execute Campaigns

Campaigns represent real marketing initiatives.

Campaign fields:

• objective • audience • channels • messaging • timeline • budget

Campaign view should include:

• campaign overview • content assets • distribution schedule • performance metrics

Step 8: Generate Content

The platform includes an AI-assisted content engine.

Content types:

• blog posts • social posts • email sequences • advertisements • landing pages • webinars • sales materials

Content workflow:

Brief → Draft → Review → Approval → Publish

Design should support editing, collaboration, and scheduling.

Step 9: Measure Performance

Performance metrics include:

• impressions • engagement • leads • conversions • revenue

Measurement views should include:

• campaign dashboards • content performance • funnel analytics

Step 10: Generate Insights

The platform analyzes performance and generates insights.

Examples:

• high performing channels • declining campaign performance • emerging audience segments

Insights recommend actions.

Example:

“LinkedIn campaigns outperform search for Persona A.”

7. Information Architecture

Design navigation should feel clean and strategic.

Suggested navigation structure:

Dashboard Projects Research Personas Concepts Strategy Plans Campaigns Content Measurement Reports Collaboration Settings

8. Key Objects in the Interface

Design should support the following core objects.

Project

Strategic workspace.

Persona

Customer archetype.

Concept

Idea or marketing asset being evaluated.

Strategy

High-level Go-To-Market strategy.

Plan

Operational execution roadmap.

Campaign

Marketing initiative.

Content Asset

Marketing content.

Insight

AI-generated recommendation.

9. Key Screens to Design

Designers should create variations for these major screens.

Project Dashboard

Displays:

• research progress • strategy status • active campaigns • performance indicators

Research Workspace

Displays:

• sources • insights • trends

Persona Library

Displays persona cards and segments.

Concept Testing Interface

Allows comparison between concepts.

Strategy Builder

Structured interface to define:

• positioning • messaging • channels

Plan Workspace

Task planning interface.

Campaign Manager

Displays campaign details and assets.

Content Studio

Editing and managing content.

Analytics Dashboard

Performance metrics and insights.

10. Collaboration Features

Users should be able to:

• comment on strategy • annotate research • review content • discuss insights

11. Design Goals

The interface should feel:

Strategic Structured Collaborative Insight-driven AI-assisted

Avoid:

• cluttered dashboards • overly technical data visualizations • document-heavy workflows

12. Desired Design Exploration

Designers should create multiple UI directions, for example:

Direction 1

Strategy-first workspace.

Direction 2

Research-driven workflow.

Direction 3

Growth operations dashboard.

13. Overall Product Vision

The platform should feel like the operating system for business strategy and growth.

Users should be able to move seamlessly from:

understanding markets → designing strategy → executing campaigns → measuring growth.

The design should make complex strategy work intuitive and visual.

feature-hierarchy

Source: docs/feature-hierarchy.md

Below is a complete Platform Feature Hierarchy for the Strategic Intelligence & Go-To-Market platform. This is written as a product architecture map designers and product managers can use to ensure the system covers all required capabilities and avoids missing features.

The hierarchy is organized into levels:

Level 1 — Product Pillars Level 2 — Major Modules Level 3 — Capabilities Level 4 — Features

This represents roughly 200–250 platform capabilities.

Strategic Intelligence & Go-To-Market Platform

Complete Feature Hierarchy

1. Platform Foundation

1.1 User Management

Identity

User accounts
User profiles
Authentication
Password management
Session management

Access Control

Role-based permissions
Project-level access
Organization access
Feature permissions

Organization Management

Organization profiles
Team membership
Invite users
Remove users
Role assignment

1.2 Workspace Management

Projects

Create project
Duplicate project
Archive project
Delete project
Project metadata
Project owner assignment

Project Configuration

Industry selection
Geography configuration
Market category
Business stage
Strategic objective

1.3 Global Navigation

Navigation System

Sidebar navigation
Project selector
Global search
Notifications
User menu

Global Workspace Tools

Activity feed
AI assistant
Help center
Feedback tools

2. Research Intelligence

2.1 Market Research

Market Definition

Define market scope
Define geographic boundaries
Define customer types
Market segmentation

Market Sizing

Total Addressable Market
Serviceable Available Market
Serviceable Obtainable Market
Growth estimates
Historical trends

Market Drivers

Technology drivers
Economic drivers
Regulatory drivers
Behavioral drivers

2.2 Competitive Intelligence

Competitor Database

Add competitors
Edit competitor profiles
Categorize competitors
Tag competitors

Competitor Analysis

Product comparison
Pricing comparison
Positioning comparison
Market share estimates

Competitive Visualization

Competitive matrix
Market positioning map
SWOT analysis
Value curve charts

2.3 Source Management

Data Sources

Upload documents
Add web sources
Add notes
Add research datasets

Source Processing

Document parsing
Content indexing
Source tagging
Citation management

2.4 Research Insights

Insight Generation

AI research synthesis
Insight extraction
Trend detection

Insight Management

Insight library
Insight tagging
Insight editing
Confidence scoring

3. Audience Intelligence

3.1 Segmentation

Segment Definition

Define segments
Segment criteria
Segment attributes

Segment Analysis

Segment size estimates
Segment needs
Segment behaviors
Segment value potential

3.2 Persona Modeling

Persona Library

Generate personas
Import personas
Edit personas
Archive personas

Persona Profiles

Biography
Demographics
Psychographics
Goals
Pain points
Buying triggers

Persona Simulation

Simulated interviews
Messaging response simulation
Concept response simulation

3.3 Customer Journey Mapping

Journey Stages

Awareness
Consideration
Evaluation
Purchase
Retention

Journey Insights

Key touchpoints
Friction points
Decision triggers

4. Concept Validation

4.1 Concept Creation

Concept Types

Product concept
Messaging concept
Campaign concept
Creative concept
Landing page concept

Concept Content

Description
Assets
Features
Value proposition

4.2 Concept Experiments

Experiment Setup

Define test objective
Define test audience
Define variants

Testing Methods

Persona simulation
Survey testing
Analytics testing

4.3 Experiment Results

Result Metrics

Preference score
Adoption likelihood
Purchase intent
Feedback analysis

Result Insights

Winning concept
Key objections
Improvement recommendations

5. Go-To-Market Strategy

5.1 Target Market Strategy

Segment Prioritization

Segment scoring
Segment ranking
Segment opportunity assessment

5.2 Positioning

Positioning Development

Category definition
Value proposition
Differentiation

Positioning Artifacts

Positioning statement
Value proposition canvas
Differentiation matrix

5.3 Messaging Architecture

Message Framework

Core message
Supporting pillars
Proof points

Messaging Variants

Persona-specific messaging
Channel-specific messaging

5.4 Pricing Strategy

Pricing Models

Subscription
Usage-based
Tiered pricing
Enterprise pricing

Pricing Experiments

Price sensitivity tests
Pricing comparisons

5.5 Channel Strategy

Channel Identification

Content marketing
Social media
Search
Partnerships
Events

Channel Prioritization

Channel scoring
Channel mix planning

6. Go-To-Market Planning

6.1 Plan Generation

Planning Framework

Timeline
Budget
Strategic priorities

Plan Outputs

Execution roadmap
Workstreams
Task lists

6.2 Workstream Management

Workstream Types

Content marketing
Paid media
Lifecycle marketing
Partnerships
Sales enablement

Workstream Planning

Workstream owners
Workstream objectives
Workstream timelines

6.3 Task Management

Task System

Task creation
Task assignment
Task prioritization
Task dependencies

Task Tracking

Task status
Task deadlines
Task progress

6.4 Experiment Backlog

Experiment Ideas

Hypothesis definition
Experiment prioritization

Experiment Tracking

Experiment status
Experiment results

7. Campaign Execution

7.1 Campaign Management

Campaign Creation

Campaign objective
Campaign audience
Campaign messaging

Campaign Planning

Budget allocation
Channel allocation
Timeline creation

7.2 Channel Execution

Channel Management

Social channels
Email marketing
Paid media
Search marketing
Partnerships

7.3 Campaign Timeline

Scheduling

Activity scheduling
Publishing calendar

Coordination

Channel coordination
Cross-channel alignment

8. Content System

8.1 Content Strategy

Content Planning

Content pillars
Content themes
Editorial calendar

8.2 Content Briefs

Brief Creation

Audience
Objective
Key message
Proof points

8.3 Content Creation

AI Content Generation

Blog articles
Social posts
Email sequences
Advertising copy
Landing pages

Editing Tools

Content editing
Version history
Collaboration

8.4 Content Distribution

Publishing

Schedule posts
Publish content

Channel Distribution

Social media
Email campaigns
Blog publishing

9. Measurement and Analytics

9.1 Performance Metrics

Marketing Metrics

Impressions
Engagement
Leads
Conversions

Revenue Metrics

Revenue
Customer acquisition cost
Customer lifetime value

9.2 Campaign Analytics

Campaign Insights

Campaign performance
Channel performance
ROI analysis

9.3 Content Analytics

Content Metrics

Views
Shares
Engagement
Conversion contribution

9.4 Funnel Analytics

Funnel Stages

Awareness
Engagement
Lead
Conversion

Funnel Insights

Drop-off points
Conversion rates

10. Insight Engine

10.1 Insight Generation

Automated Analysis

Performance anomalies
Trend detection
Opportunity identification

10.2 Recommendations

Optimization Suggestions

Campaign optimization
Messaging changes
Channel adjustments

11. Reporting

11.1 Report Generation

Report Types

Market research report
Consumer insight report
Concept testing report
Go-To-Market strategy report
Campaign performance report

11.2 Report Management

Versioning

Report versions
Change history

Export

Export to PDF
Export to document
Export to presentation

12. Collaboration

12.1 Comments

Comment Features

Add comment
Reply to comment
Mention users

12.2 Activity Tracking

Activity Feed

Project updates
Research updates
Campaign activity

12.3 Notifications

Notification Types

Task assignments
Mention alerts
System alerts

13. Artificial Intelligence

13.1 Research AI

Capabilities

Summarize research
Extract insights
Detect trends

13.2 Persona AI

Capabilities

Generate personas
Simulate consumer responses

13.3 Strategy AI

Capabilities

Generate strategy drafts
Suggest messaging
Recommend channels

13.4 Content AI

Capabilities

Generate content
Rewrite content
Personalize content

13.5 Analytics AI

Capabilities

Analyze performance
Detect anomalies
Generate insights

14. Platform Vision

The platform should function as a unified strategic intelligence and growth execution system.

Users should be able to:

Understand markets Understand customers Validate ideas Design strategy Execute marketing Measure growth Continuously improve outcomes.

domain-model

Source: docs/domain-model.md

Strategic Intelligence and Go-To-Market Platform

Platform Domain Model Diagram

erDiagram

    ORGANIZATION ||--o{ USER : has
    ORGANIZATION ||--o{ PROJECT : owns

    USER ||--o{ PROJECT : creates
    USER ||--o{ COMMENT : writes
    USER ||--o{ ACTIVITY_EVENT : triggers
    USER ||--o{ NOTIFICATION : receives

    PROJECT ||--o{ SOURCE : contains
    PROJECT ||--o{ RESEARCH_RUN : contains
    PROJECT ||--o{ ARTIFACT : contains
    PROJECT ||--o{ ARTIFACT_VERSION : versions
    PROJECT ||--o{ ASSUMPTION : defines
    PROJECT ||--o{ DECISION : records

    PROJECT ||--o| MARKET_DEFINITION : has
    PROJECT ||--o| OFFERING_PROFILE : has

    PROJECT ||--o{ SEGMENT : defines
    PROJECT ||--o{ PERSONA_LIBRARY : contains
    PERSONA_LIBRARY ||--o{ PERSONA : contains
    SEGMENT ||--o{ PERSONA : informs

    PROJECT ||--o{ RESEARCH_QUESTION : contains

    PROJECT ||--o{ CONCEPT : contains
    PROJECT ||--o{ EXPERIMENT : contains
    EXPERIMENT ||--o{ EXPERIMENT_VARIANT : has
    EXPERIMENT ||--o{ EXPERIMENT_RESULT : produces
    CONCEPT ||--o{ EXPERIMENT_VARIANT : may_source

    PROJECT ||--o{ GO_TO_MARKET_STRATEGY : contains
    GO_TO_MARKET_STRATEGY ||--o{ GO_TO_MARKET_PLAN : generates

    GO_TO_MARKET_PLAN ||--o{ WORKSTREAM : contains
    WORKSTREAM ||--o{ TASK : contains
    GO_TO_MARKET_PLAN ||--o{ BACKLOG_ITEM : contains
    GO_TO_MARKET_PLAN ||--o| TRACKING_PLAN : defines

    PROJECT ||--o{ CAMPAIGN : contains
    GO_TO_MARKET_PLAN ||--o{ CAMPAIGN : informs
    CAMPAIGN ||--o{ CAMPAIGN_CHANNEL : uses
    CAMPAIGN ||--o{ CAMPAIGN_SEGMENT : targets
    SEGMENT ||--o{ CAMPAIGN_SEGMENT : referenced

    PROJECT ||--o{ CONTENT_BRIEF : contains
    CAMPAIGN ||--o{ CONTENT_BRIEF : informs
    CONTENT_BRIEF ||--o{ CONTENT_ASSET : produces
    CAMPAIGN ||--o{ CONTENT_ASSET : includes

    PROJECT ||--o{ METRIC_DEFINITION : contains
    PROJECT ||--o{ PERFORMANCE_SNAPSHOT : contains
    CAMPAIGN ||--o{ PERFORMANCE_SNAPSHOT : generates
    CONTENT_ASSET ||--o{ PERFORMANCE_SNAPSHOT : generates

    PROJECT ||--o{ INSIGHT : contains
    PERFORMANCE_SNAPSHOT ||--o{ INSIGHT : informs
    INSIGHT ||--o{ BACKLOG_ITEM : creates
    EXPERIMENT_RESULT ||--o{ DECISION : informs
    INSIGHT ||--o{ DECISION : informs

    PROJECT ||--o{ COMMENT : contains
    PROJECT ||--o{ ACTIVITY_EVENT : records
    PROJECT ||--o{ NOTIFICATION : triggers

    PROJECT ||--o{ REPORT_TEMPLATE : uses
    PROJECT ||--o{ EXPORT_TEMPLATE : uses

Domain model by layer

1. Workspace and system layer

These objects define the overall operating environment.

Organization

The company or team account.

User

A person using the platform.

Project

The top-level strategic workspace. A project represents an initiative such as:

entering a new market
launching a product
improving marketing performance
building a Go-To-Market motion

Everything important lives inside a project.

2. Research and provenance layer

This is the trust layer of the system.

Source

Any input used in research:

uploaded files
web links
notes
datasets

ResearchRun

A tracked AI or user-driven workflow execution, such as:

market scan
persona generation
concept testing
strategy generation
plan generation
content generation

Artifact

A durable generated or curated output such as:

report
chart
strategy document
plan document
export
synthesis

ArtifactVersion

Version history for artifacts.

Assumption

A declared assumption used in analysis or planning.

Decision

A strategic or tactical decision made in the project.

This layer is what makes the platform auditable and evidence-based.

3. Market and business layer

MarketDefinition

The formal definition of the market being analyzed.

Includes:

category
geography
customer type
boundaries
keywords

OfferingProfile

The canonical representation of the product, service, or offer.

Includes:

positioning
pricing model
features
use cases
benefits
differentiators

This object should be reused across:

concept testing
Go-To-Market strategy
content generation
campaign planning

4. Audience intelligence layer

Segment

The canonical target audience object.

A segment may represent:

ideal customer profile
buyer segment
user segment
account segment

PersonaLibrary

A collection of personas for a project.

Persona

A synthetic or manually defined persona tied to a segment.

Includes:

goals
pains
objections
triggers
channel preferences
behavioral patterns

ResearchQuestion

Questions guiding research, testing, or analysis.

This layer powers:

consumer research
concept testing
messaging
targeting
campaign planning

5. Concept and experimentation layer

Concept

Any idea or asset being evaluated, such as:

product idea
offer
landing page
advertisement
packaging
message

Experiment

A test process, such as:

concept test
pricing test
message test
creative test
channel test

ExperimentVariant

A specific version being tested.

ExperimentResult

The output of the experiment.

This layer is the bridge between research and strategic choice.

6. Go-To-Market strategy layer

GoToMarketStrategy

The high-level strategic framework.

Includes:

target segments
positioning
messaging architecture
pricing strategy
channel strategy
sales motion
partnership strategy
key metrics

This object should be relatively stable and should guide the rest of execution.

7. Go-To-Market planning layer

GoToMarketPlan

The tactical execution model derived from strategy.

Includes:

timeline
budget
workstreams
priorities
measurement plan

Workstream

A major execution stream, such as:

content marketing
paid media
lifecycle marketing
partnerships
sales enablement
analytics

Task

An actionable item within a workstream.

BacklogItem

A prioritized idea for future execution, experiment, or optimization.

TrackingPlan

The measurement design for the Go-To-Market plan.

This layer turns strategy into operations.

8. Campaign and content execution layer

Campaign

A coordinated marketing initiative.

Includes:

objective
audience
messaging
budget
timeline

CampaignChannel

The channels used in a campaign.

CampaignSegment

The target segments for a campaign.

ContentBrief

The structured prompt/specification for a content asset.

ContentAsset

A concrete output such as:

blog post
social post
email
landing page
ad copy
webinar
sales asset

This layer is where the platform starts producing tangible market activity.

9. Measurement and optimization layer

MetricDefinition

The canonical definition of a tracked metric.

PerformanceSnapshot

A point-in-time performance record for:

project
campaign
content asset

Insight

An interpreted recommendation or pattern based on data.

Examples:

“LinkedIn outperforms search for Segment A”
“Message variant B converts better for mid-market buyers”
“Webinars generate stronger downstream pipeline than blog traffic”

Insights should create:

decisions
experiments
backlog items
strategy refinements

10. Collaboration and enablement layer

Comment

Feedback attached to project objects.

ActivityEvent

System and user activity tracking.

Notification

Alerts for users.

ReportTemplate

A structure for generating reports.

ExportTemplate

A structure for exports such as PDF or presentations.

Relationship logic in plain English

Here is the system logic in human terms:

A Project contains all strategic work. A Project collects Sources and runs ResearchRuns. Research produces Artifacts, Assumptions, and Decisions. A Project defines a MarketDefinition and an OfferingProfile. That research informs Segments and a PersonaLibrary. Those feed Concepts and Experiments. Experiment results inform the Go-To-Market Strategy. The strategy generates a Go-To-Market Plan. The plan creates Workstreams, Tasks, Backlog Items, and a Tracking Plan. The plan also drives Campaigns. Campaigns produce ContentBriefs and ContentAssets. Campaign and content performance are tracked in PerformanceSnapshots. Performance generates Insights. Insights feed new Decisions, Experiments, and Backlog Items. That closes the optimization loop.

Recommended visual grouping for design and product teams

If this is turned into a visual diagram, group the objects into these swimlanes:

Lane 1 — Workspace

Organization
User
Project

Lane 2 — Research and Evidence

Source
ResearchRun
Artifact
ArtifactVersion
Assumption
Decision

Lane 3 — Market and Audience

MarketDefinition
OfferingProfile
Segment
PersonaLibrary
Persona
ResearchQuestion

Lane 4 — Validation

Concept
Experiment
ExperimentVariant
ExperimentResult

Lane 5 — Strategy and Planning

GoToMarketStrategy
GoToMarketPlan
Workstream
Task
BacklogItem
TrackingPlan

Lane 6 — Execution

Campaign
CampaignChannel
CampaignSegment
ContentBrief
ContentAsset

Lane 7 — Measurement and Optimization

MetricDefinition
PerformanceSnapshot
Insight

Lane 8 — Collaboration and Reporting

Comment
ActivityEvent
Notification
ReportTemplate
ExportTemplate

Most important modeling rule

This platform should always follow this rule:

Durable business concepts get canonical entities. Generated outputs get artifacts. Workflow state lives in runs.

That one rule will keep the product from becoming polluted again.

interaction-map

Source: docs/interaction-map.md

Below is a complete UX Interaction Map for the platform. This goes beyond the screen list and defines:

• how users move between screens • primary navigation flows • object interaction flows • lifecycle transitions • contextual actions • cross-module connections

A design team can directly translate this into Figma prototypes, user flows, and clickable journeys.

Strategic Intelligence & Go-To-Market Platform

UX Interaction Map

1. Global Navigation Behavior

The platform uses a persistent navigation layout.

Layout

Top Navigation Bar

Project Selector
Global Search
Notifications
User Menu

Left Sidebar Navigation

Dashboard
Projects
Research
Personas
Concepts
Go-To-Market Strategy
Go-To-Market Plan
Campaigns
Content
Measurement
Reports
Collaboration
Settings

Right Context Panel

AI Assistant
Comments
Activity
Insights

2. Project Creation Flow

Entry Point

Projects → Create Project

Screen Flow

Projects List → Create Project Form → Project Overview → Research Workspace

User Actions

User defines:

project name
industry
geography
business stage
objective

System initializes modules:

research workspace
persona library
strategy template
execution plan framework

3. Research Flow

Entry

Project Overview → Research

Screen Flow

Research Workspace → Add Sources → Generate Insights → Define Market → Define Segments

User Journey

User adds sources

Sources can be

documents
URLs
notes

AI analyzes sources and produces insights.

User reviews insights.

Insights feed:

market definition
segments
personas

4. Persona Creation Flow

Entry

Research Workspace → Personas

Screen Flow

Persona Library → Generate Personas → Persona Detail → Persona Simulation

Interaction

User selects:

target segments
generation method

System generates personas.

User reviews persona cards.

Click persona → open persona detail.

Persona detail includes:

biography
motivations
objections
preferred channels
purchasing triggers

5. Concept Testing Flow

Entry

Concepts Module

Screen Flow

Concept Library → Create Concept → Concept Detail → Concept Test Setup → Concept Results

User Journey

User creates concept.

Concept may include:

product idea
marketing creative
landing page

User launches test.

System runs:

persona simulations
surveys

Results show:

concept preference
adoption likelihood
objections

Concept results influence strategy.

6. Go-To-Market Strategy Flow

Entry

Project → Go-To-Market Strategy

Screen Flow

Strategy Overview → Segment Targeting → Positioning Builder → Messaging Architecture → Channel Strategy → Strategy Summary

Interaction

User selects segments.

System recommends strategy.

User edits strategy components.

Strategy artifacts include:

positioning statement
messaging framework
channel priorities

Strategy is finalized and saved.

7. Go-To-Market Plan Flow

Entry

Go-To-Market Strategy → Generate Plan

Screen Flow

Plan Overview → Workstream Board → Task Board → Experiment Backlog → Measurement Plan

Workstream Interaction

User views workstreams.

Example workstreams:

Content marketing
Paid media
Lifecycle marketing
Partnerships

Each workstream contains tasks.

Tasks include:

owner
due date
dependencies
status

8. Campaign Creation Flow

Entry

Go-To-Market Plan → Campaigns

Screen Flow

Campaign Library → Create Campaign → Campaign Overview → Campaign Timeline → Channel Planning

User Journey

User defines campaign.

Fields include:

objective
audience
channels
messaging
timeline

Campaign appears in execution dashboard.

9. Content Production Flow

Entry

Campaign → Content

Screen Flow

Content Studio → Create Content Brief → AI Generate Content → Edit Content → Approve Content → Schedule Content

Content Workflow

Brief → Draft → Review → Approval → Publish

Interaction

User edits AI generated content.

Content can be scheduled in calendar.

Published content feeds measurement.

10. Measurement Flow

Entry

Campaign or Navigation → Measurement

Screen Flow

Performance Dashboard → Campaign Performance → Content Performance → Funnel Analytics

Dashboard Interaction

User selects:

campaign
channel
content

System displays:

impressions
engagement
leads
conversions

11. Insight Generation Flow

Entry

Measurement → Insights

Screen Flow

Insight Feed → Insight Detail

Insight Interaction

Insights show:

detected trend
explanation
recommended action

Example:

"Email campaigns outperform social media for Persona A."

User can:

create experiment
adjust campaign
update strategy

12. Reports Flow

Entry

Navigation → Reports

Screen Flow

Reports Library → Report Viewer → Export Options

Report Types

Market Research Consumer Insights Concept Testing Go-To-Market Strategy Campaign Performance

13. Collaboration Flow

Entry

Any screen

Interaction

Users can:

comment on research
comment on strategy
comment on content
mention users

Comments appear in context panel.

14. AI Assistant Flow

AI assistant available on every screen.

Capabilities

summarize research
generate strategy
suggest campaign ideas
generate content
analyze performance

User can ask questions like:

"What segments should we target?"

AI references project data.

15. Optimization Loop

Continuous loop:

Research → Personas → Concepts → Strategy → Plan → Campaigns → Content → Measurement → Insights → Experiments

Interface should visually reinforce this loop.

16. Key Cross-Module Interactions

Persona → Messaging Messaging → Campaign Campaign → Content Content → Measurement Measurement → Insights Insights → Experiments

These relationships must be visible in the interface.

17. Designer Deliverables

Designers should produce:

User flow diagrams Low fidelity wireframes High fidelity UI designs Clickable prototypes

Design exploration should include multiple approaches:

Strategy-first interface Research-first interface Growth operations interface

18. Overall Experience Goal

The platform should feel like:

A strategic command center A growth operating system A collaborative workspace

Users should move effortlessly from:

understanding markets to designing strategy to executing campaigns to optimizing growth.

ui-flow

Source: docs/ui-flow.md

Below is a complete UX Interaction Map for the platform. This goes beyond the screen list and defines:

• how users move between screens • primary navigation flows • object interaction flows • lifecycle transitions • contextual actions • cross-module connections

A design team can directly translate this into Figma prototypes, user flows, and clickable journeys.

Strategic Intelligence & Go-To-Market Platform

UX Interaction Map

1. Global Navigation Behavior

The platform uses a persistent navigation layout.

Layout

Top Navigation Bar

Project Selector
Global Search
Notifications
User Menu

Left Sidebar Navigation

Dashboard
Projects
Research
Personas
Concepts
Go-To-Market Strategy
Go-To-Market Plan
Campaigns
Content
Measurement
Reports
Collaboration
Settings

Right Context Panel

AI Assistant
Comments
Activity
Insights

2. Project Creation Flow

Entry Point

Projects → Create Project

Screen Flow

Projects List → Create Project Form → Project Overview → Research Workspace

User Actions

User defines:

project name
industry
geography
business stage
objective

System initializes modules:

research workspace
persona library
strategy template
execution plan framework

3. Research Flow

Entry

Project Overview → Research

Screen Flow

Research Workspace → Add Sources → Generate Insights → Define Market → Define Segments

User Journey

User adds sources

Sources can be

documents
URLs
notes

AI analyzes sources and produces insights.

User reviews insights.

Insights feed:

market definition
segments
personas

4. Persona Creation Flow

Entry

Research Workspace → Personas

Screen Flow

Persona Library → Generate Personas → Persona Detail → Persona Simulation

Interaction

User selects:

target segments
generation method

System generates personas.

User reviews persona cards.

Click persona → open persona detail.

Persona detail includes:

biography
motivations
objections
preferred channels
purchasing triggers

5. Concept Testing Flow

Entry

Concepts Module

Screen Flow

Concept Library → Create Concept → Concept Detail → Concept Test Setup → Concept Results

User Journey

User creates concept.

Concept may include:

product idea
marketing creative
landing page

User launches test.

System runs:

persona simulations
surveys

Results show:

concept preference
adoption likelihood
objections

Concept results influence strategy.

6. Go-To-Market Strategy Flow

Entry

Project → Go-To-Market Strategy

Screen Flow

Strategy Overview → Segment Targeting → Positioning Builder → Messaging Architecture → Channel Strategy → Strategy Summary

Interaction

User selects segments.

System recommends strategy.

User edits strategy components.

Strategy artifacts include:

positioning statement
messaging framework
channel priorities

Strategy is finalized and saved.

7. Go-To-Market Plan Flow

Entry

Go-To-Market Strategy → Generate Plan

Screen Flow

Plan Overview → Workstream Board → Task Board → Experiment Backlog → Measurement Plan

Workstream Interaction

User views workstreams.

Example workstreams:

Content marketing
Paid media
Lifecycle marketing
Partnerships

Each workstream contains tasks.

Tasks include:

owner
due date
dependencies
status

8. Campaign Creation Flow

Entry

Go-To-Market Plan → Campaigns

Screen Flow

Campaign Library → Create Campaign → Campaign Overview → Campaign Timeline → Channel Planning

User Journey

User defines campaign.

Fields include:

objective
audience
channels
messaging
timeline

Campaign appears in execution dashboard.

9. Content Production Flow

Entry

Campaign → Content

Screen Flow

Content Studio → Create Content Brief → AI Generate Content → Edit Content → Approve Content → Schedule Content

Content Workflow

Brief → Draft → Review → Approval → Publish

Interaction

User edits AI generated content.

Content can be scheduled in calendar.

Published content feeds measurement.

10. Measurement Flow

Entry

Campaign or Navigation → Measurement

Screen Flow

Performance Dashboard → Campaign Performance → Content Performance → Funnel Analytics

Dashboard Interaction

User selects:

campaign
channel
content

System displays:

impressions
engagement
leads
conversions

11. Insight Generation Flow

Entry

Measurement → Insights

Screen Flow

Insight Feed → Insight Detail

Insight Interaction

Insights show:

detected trend
explanation
recommended action

Example:

"Email campaigns outperform social media for Persona A."

User can:

create experiment
adjust campaign
update strategy

12. Reports Flow

Entry

Navigation → Reports

Screen Flow

Reports Library → Report Viewer → Export Options

Report Types

Market Research Consumer Insights Concept Testing Go-To-Market Strategy Campaign Performance

13. Collaboration Flow

Entry

Any screen

Interaction

Users can:

comment on research
comment on strategy
comment on content
mention users

Comments appear in context panel.

14. AI Assistant Flow

AI assistant available on every screen.

Capabilities

summarize research
generate strategy
suggest campaign ideas
generate content
analyze performance

User can ask questions like:

"What segments should we target?"

AI references project data.

15. Optimization Loop

Continuous loop:

Research → Personas → Concepts → Strategy → Plan → Campaigns → Content → Measurement → Insights → Experiments

Interface should visually reinforce this loop.

16. Key Cross-Module Interactions

Persona → Messaging Messaging → Campaign Campaign → Content Content → Measurement Measurement → Insights Insights → Experiments

These relationships must be visible in the interface.

17. Designer Deliverables

Designers should produce:

User flow diagrams Low fidelity wireframes High fidelity UI designs Clickable prototypes

Design exploration should include multiple approaches:

Strategy-first interface Research-first interface Growth operations interface

18. Overall Experience Goal

The platform should feel like:

A strategic command center A growth operating system A collaborative workspace

Users should move effortlessly from:

understanding markets to designing strategy to executing campaigns to optimizing growth.

wireframe-map

Source: docs/wireframe-map.md

Wirefram Map

Strategic Intelligence & Go-To-Market Platform

Complete UX Wireframe Map

1. Global Application Layout

All screens follow a consistent application structure.

Layout Structure

Top Bar

Contains:

Project selector
Global search
Notifications
User menu

Left Navigation

Primary modules:

Dashboard Projects Research Personas Concepts Go-To-Market Strategy Go-To-Market Plan Campaigns Content Measurement Reports Collaboration Settings

Main Workspace

Dynamic workspace for module content.

Right Panel (Context Panel)

Used for:

insights
activity
comments
AI assistant

2. Project Lifecycle Flow

Every project follows this lifecycle:

Project Setup
Research
Personas
Concept Testing
Go-To-Market Strategy
Go-To-Market Plan
Campaign Execution
Measurement
Optimization

The interface should reinforce this flow.

3. Screen Map

DASHBOARD

Screen 1: Global Dashboard

Purpose Executive overview of activity across projects.

Sections

Active Projects Research Progress Campaign Performance Recent Insights Notifications

Widgets

Project Health Strategy Progress Top Campaigns Content Performance

Screen 2: Project Dashboard

Purpose Overview of a single project.

Sections

Project Summary Research Status Persona Library Strategy Overview Active Campaigns Performance Snapshot

PROJECTS

Screen 3: Projects List

Displays all projects.

Elements

Project cards showing

Name Industry Status Progress Last activity

Actions

Create project Open project Archive project

Screen 4: Create Project

Fields

Project name Industry Geography Business stage Strategic objective

Screen 5: Project Overview

Displays

Project description Research summary Strategy summary Execution status

RESEARCH

Screen 6: Research Workspace

Purpose Central interface for market and consumer research.

Sections

Sources Insights Trends Segments

Screen 7: Add Research Sources

Options

Upload documents Add URLs Add manual notes

Screen 8: Research Insight Board

Displays insights as cards.

Card fields

Title Description Supporting evidence Confidence score

Screen 9: Market Definition

Fields

Market description Customer types Geographies Key trends

Screen 10: Competitive Landscape

Displays competitors.

Visualization

Competitive positioning map

Fields

Competitor name Positioning Pricing Strengths

PERSONAS

Screen 11: Persona Library

Displays all personas.

Persona card

Name Segment Key motivations Pain points

Screen 12: Persona Detail Page

Sections

Biography Motivations Pain points Decision triggers Channel preferences

Screen 13: Persona Segment View

Displays persona distribution across segments.

Visualization

Segment map

Screen 14: Persona Simulation

Allows simulated responses.

Use cases

Message testing Concept testing

CONCEPT TESTING

Screen 15: Concepts Library

Displays all concepts.

Concept card

Name Type Status

Screen 16: Create Concept

Fields

Name Description Concept type

Screen 17: Concept Detail

Displays concept content.

Sections

Description Assets Features

Screen 18: Concept Test Setup

User defines experiment.

Fields

Test objective Concept variants Target personas

Screen 19: Concept Results

Displays test results.

Metrics

Preference score Adoption likelihood Feedback

GO-TO-MARKET STRATEGY

Screen 20: Strategy Overview

Displays strategy components.

Sections

Target segments Positioning Messaging Pricing Channels

Screen 21: Segment Targeting

Allows selection of segments.

Displays

Segment profiles Priority score

Screen 22: Positioning Builder

Fields

Category Primary value proposition Differentiation

Screen 23: Messaging Architecture

Structure

Core message Supporting pillars Proof points

Screen 24: Channel Strategy

Displays channels.

Examples

Content marketing Social media Search Partnerships

Screen 25: Strategy Summary

Final strategy artifact.

Allows export.

GO-TO-MARKET PLAN

Screen 26: Plan Overview

Displays roadmap.

Sections

Timeline Workstreams Budget

Screen 27: Workstream Board

Displays workstreams.

Examples

Content Paid media Lifecycle marketing

Screen 28: Task Board

Kanban-style task planning.

Columns

To Do In Progress Completed

Screen 29: Experiment Backlog

Displays potential experiments.

Fields

Hypothesis Impact score Priority

Screen 30: Measurement Plan

Defines metrics.

Examples

Leads Conversions Revenue

CAMPAIGNS

Screen 31: Campaign Library

Displays campaigns.

Campaign card

Name Status Budget

Screen 32: Campaign Overview

Displays campaign details.

Sections

Audience Messaging Channels

Screen 33: Campaign Timeline

Calendar of campaign activities.

Screen 34: Channel Planning

Displays channel allocation.

Visualization

Channel mix chart.

CONTENT

Screen 35: Content Studio

Displays content assets.

Content types

Blogs Social posts Emails

Screen 36: Content Brief Builder

Fields

Audience Objective Key message

Screen 37: Content Editor

Editing interface.

Supports

AI generation Human editing Version history

Screen 38: Content Calendar

Displays publishing schedule.

MEASUREMENT

Screen 39: Performance Dashboard

Displays key metrics.

Widgets

Traffic Leads Conversions

Screen 40: Campaign Performance

Displays performance by campaign.

Screen 41: Content Performance

Displays performance by content asset.

Screen 42: Funnel Analytics

Shows conversion funnel.

Stages

Awareness Consideration Conversion

INSIGHTS

Screen 43: Insight Feed

AI-generated insights.

Examples

Top performing content Emerging customer segments

Screen 44: Insight Detail

Displays analysis and recommendations.

REPORTS

Screen 45: Reports Library

Displays generated reports.

Screen 46: Report Viewer

Displays full report.

Supports

Export Comments

COLLABORATION

Screen 47: Comments Panel

Allows commenting on artifacts.

Screen 48: Activity Feed

Shows project activity.

SETTINGS

Screen 49: User Settings

Profile and notifications.

Screen 50: Organization Settings

User management and permissions.

Primary UX Design Goals

The design should feel:

Strategic Structured Collaborative Insight-driven AI-assisted

Avoid:

Excessively technical interfaces Overwhelming dashboards Complex navigation

Design Exploration Suggestions

Designers should produce multiple directions:

Strategy workspace Research workspace Growth operations dashboard

Each approach should emphasize the platform's core idea:

Turning insight into growth execution.

reports

Source: docs/reports.md

Below is a report-by-report blueprint for the full platform reporting system. It specifies, for each report:

purpose
audience
default structure
exact sections
recommended visualizations
key tables and columns
drill-down interactions
citations, footnotes, assumptions, and references treatment
export/readout considerations

This should give design, product, and engineering a concrete reporting standard.

Strategic Intelligence and Go-To-Market Platform

Report-by-Report Blueprint

1. Market Research Report

Purpose

Evaluate market attractiveness, size, dynamics, competition, and risks.

Primary audience

founders
executives
strategy leads
investors
research analysts

Report modes

Executive summary view
Full analyst view
Exportable board-ready view

Default report structure

1. Cover and metadata

Display:

report title
project name
market name
geography
time horizon
generated date
version
author / generated by
confidence label

2. Executive summary

Include:

overall market attractiveness verdict
one-paragraph summary
5 key findings
3 major risks
recommendation / implication

Visuals:

market opportunity scorecard
Total Addressable Market / Serviceable Available Market / Serviceable Obtainable Market summary card
growth trend sparkline
top risks mini heatmap

Drill-down:

click any finding to jump to the supporting section
click verdict to open rationale panel

3. Market definition and scope

Include:

market description
what is included
what is excluded
customer types
regional scope

Visuals:

ecosystem / market boundary diagram
scope summary cards

Tables:

scope definition table

Columns:

dimension
included
excluded
rationale
citation

Drill-down:

clicking ecosystem actor opens related competitor or segment detail

4. Market size and growth

Include:

Total Addressable Market
Serviceable Available Market
Serviceable Obtainable Market
methodology summary
3 to 5 year trend
forecast range

Visuals:

market size pyramid
waterfall from total universe to obtainable share
historical and projected growth line chart
regional split bar chart if relevant

Tables:

market sizing table

Columns:

market layer
estimate
unit
method
assumptions
confidence
source refs

Drill-down:

click any number to open calculation drawer
calculation drawer shows formula, assumptions, sources, and segment/geography split

5. Market drivers

Include:

technology drivers
regulatory drivers
behavioral drivers
economic drivers

Visuals:

driver impact matrix
timeline of major market events
driver-to-segment relationship map

Tables:

driver analysis table

Columns:

driver
type
direction of impact
expected magnitude
time horizon
affected segments
evidence strength

Drill-down:

click driver to open evidence, related sources, and implications

6. Competitive landscape

Include:

key competitors
market structure
positioning
pricing
strengths and weaknesses

Visuals:

competitive positioning map
competitor comparison matrix
market share chart if available
value curve / differentiation chart

Tables:

competitor table

Columns:

competitor
category
target audience
pricing model
key differentiator
market position
source count
confidence

Drill-down:

click competitor opens competitor detail page with profile, messaging, references, and related insights

7. Market risks and constraints

Include:

structural risks
regulatory risks
technological risks
macroeconomic risks

Visuals:

risk heatmap
risk timeline
scenario sensitivity bars

Tables:

risk register

Columns:

risk
type
likelihood
impact
mitigation
evidence / assumption

Drill-down:

click risk opens mitigation plan and impacted metrics

8. Strategic implications

Include:

what this market means for the business
where to play
where not to play
strategic options

Visuals:

opportunity matrix
implication cards
recommended focus areas

Tables:

strategic options table

Columns:

option
upside
risks
required capabilities
time to value

9. Methodology and references appendix

Include:

source inventory
modeling notes
assumptions
glossary

Visuals:

evidence summary blocks

Tables:

references table
assumptions table

2. Consumer Research Report

Purpose

Understand customer segments, personas, needs, pain points, decision behavior, and willingness to pay.

Primary audience

product managers
marketers
founders
researchers

Default report structure

1. Executive summary

Include:

top segments
most urgent needs
strongest buying triggers
key barriers
recommendation for focus segment

Visuals:

segment prioritization matrix
top pain points summary bars
willingness-to-pay snapshot

2. Segmentation overview

Include:

segment definitions
segment size estimates
segment attractiveness
segment differences

Visuals:

segment distribution chart
segment prioritization matrix
segment profile cards

Tables:

segment table

Columns:

segment
size estimate
urgency
value potential
reachability
complexity
priority rank

Drill-down:

click segment opens full segment profile and related personas

3. Persona profiles

Include:

top personas by segment
goals
pain points
objections
trust drivers
preferred channels
buying role

Visuals:

persona cards
persona comparison table
motivation / objection chips

Tables:

persona comparison table

Columns:

persona
segment
primary goal
top pain
objection
trust driver
preferred channel
confidence
simulated flag

Drill-down:

click persona opens persona detail with evidence sources and simulation/calibration notes

4. Customer journey and decision process

Include:

awareness
evaluation
comparison
purchase
onboarding
retention

Visuals:

customer journey map
decision trigger timeline
touchpoint map

Tables:

journey stage table

Columns:

stage
user goal
key questions
blockers
touchpoints
content needed
metrics

Drill-down:

click stage opens recommended content, channel strategy, and related performance if available

5. Pain point and need analysis

Include:

top pain points
pain frequency
pain severity
unmet needs
desired outcomes

Visuals:

pain point priority chart
need importance bars
jobs-to-be-done map

Tables:

pain point table

Columns:

pain point
frequency
severity
linked personas
message opportunity
source refs

6. Willingness to pay and buying behavior

Include:

pricing sensitivity
acceptable price range
purchase criteria
switching costs
budget sensitivity

Visuals:

willingness-to-pay curve
purchase criteria ranking
objection cluster map

Tables:

pricing sensitivity table

Columns:

segment/persona
price floor
price midpoint
price ceiling
sensitivity
evidence type

7. Strategic implications

Include:

recommended segment focus
best messaging angles
content needs
pricing implications
channel implications

8. Methodology and references appendix

Include:

whether findings are source-backed, survey-based, simulated, or mixed
persona calibration notes
assumptions and references

3. Concept Testing Report

Purpose

Evaluate product concepts, offers, creative, landing pages, or message variants.

Primary audience

product managers
marketers
founders
strategy leads

Default report structure

1. Executive summary

Include:

winning concept / variant
strongest and weakest dimensions
adoption likelihood summary
recommendation: proceed, refine, or reject

Visuals:

concept score summary cards
top concept ranking bar chart
recommendation banner

2. Concepts tested

Include:

concept descriptions
variants
test objective
target audience
methodology

Visuals:

concept gallery cards
side-by-side concept comparison

Tables:

concept overview table

Columns:

concept / variant
description
audience
price point if relevant
status

3. Preference and ranking

Include:

overall concept preference
ranking by segment
ranking by persona if simulated

Visuals:

preference ranking bars
stacked preference shares
segment comparison bars

Tables:

preference results table

Columns:

concept
overall score
segment score
preference share
rank
confidence interval

Drill-down:

click concept opens segment/persona response patterns

4. Adoption and purchase intent

Include:

adoption likelihood
perceived fit
distinctiveness
relevance

Visuals:

adoption likelihood histogram
score comparison bars
segment split panels

Tables:

adoption metrics table

Columns:

concept
adoption likelihood
perceived value
clarity
distinctiveness
median willingness to try

5. Feature and message drivers

Include:

which features or claims drove response
which elements caused confusion or resistance

Visuals:

feature importance chart
message resonance bars
objection cluster map

Tables:

driver analysis table

Columns:

feature/message element
positive contribution
negative contribution
linked concept(s)
audience segments

6. Feedback and objections

Include:

top objections
confusion points
requests for improvement
positive themes

Visuals:

objection clusters
sentiment/theme cards
quote panel if using real research
synthesized response panel if simulated

7. Recommendation and next experiments

Include:

recommended next move
what to change
what to validate next
suggested test plan

8. Methodology and appendix

Include:

test setup
simulated vs real response distinction
sample notes
confidence intervals
references and assumptions

4. Go-To-Market Strategy Report

Purpose

Define the strategic choices for how the company will enter or expand in the market.

Primary audience

founders
executives
marketing leadership
product marketing
board / investors

Default report structure

1. Executive summary

Include:

strategic objective
priority target segments
positioning summary
recommended channels
pricing approach
success criteria

Visuals:

strategy scorecard
segment opportunity matrix
top-line channel summary

2. Strategic objective and context

Include:

business objective
offering overview
timing rationale
strategic constraints

Visuals:

business context summary cards
why-now timeline

3. Target segments

Include:

segment prioritization
recommended primary and secondary targets
rationale

Visuals:

segment opportunity matrix
segment score table
target pyramid or tiered focus diagram

Tables:

target segment table

Columns:

segment
size
urgency
value potential
acquisition difficulty
strategic fit
focus level

Drill-down:

click segment opens segment detail, personas, and recommended message

4. Positioning

Include:

category definition
positioning statement
alternative choices considered
core differentiators

Visuals:

positioning canvas
competitive differentiation table
before/after position map if relevant

Tables:

differentiation table

Columns:

claim
supporting proof
competitor contrast
evidence strength

5. Messaging architecture

Include:

core promise
supporting pillars
proof points
persona-specific variants
channel-specific variants

Visuals:

messaging architecture tree
message house
proof point matrix

Tables:

messaging table

Columns:

message level
message text
target audience
usage context
proof required
related source refs

6. Pricing and offer strategy

Include:

pricing model
package/tier structure
pilot/entry offer
objection handling

Visuals:

pricing ladder
package comparison cards
willingness-to-pay comparison overlay

Tables:

package table

Columns:

package
target segment
price
value metric
included capabilities
rationale

7. Channel strategy

Include:

priority channels
supporting channels
rationale
expected role of each channel
sequencing

Visuals:

channel prioritization matrix
channel role map
channel investment summary bars

Tables:

channel strategy table

Columns:

channel
role
segment fit
expected impact
expected cost
time to signal
confidence

8. Success metrics and strategic KPI tree

Include:

top-level success metrics
leading indicators
lagging indicators
thresholds

Visuals:

KPI tree
milestone scorecard

9. Risks and dependencies

Include:

execution risks
message risks
channel dependency risks
capability gaps

Visuals:

risk heatmap
dependency matrix

10. Strategic recommendation

Include:

final recommendation
must-believe assumptions
immediate next steps

11. Appendix

Include:

evidence, references, assumptions, and open questions

5. Go-To-Market Plan Report

Purpose

Translate strategy into an actionable execution roadmap.

Primary audience

marketing leads
growth teams
product marketing
operators
founders

Default report structure

1. Executive summary

Include:

plan objective
time horizon
budget
major workstreams
key milestones
top risks

Visuals:

roadmap snapshot
budget summary cards
milestone strip

2. Plan overview

Include:

plan time horizon
assumptions
resource model
strategic priorities

Visuals:

plan structure diagram
workstream overview cards

3. Workstreams

Include:

content marketing
paid media
lifecycle marketing
partnerships
sales enablement
analytics / measurement
optional product marketing

Visuals:

workstream board
workstream timeline
workstream dependency map

Tables:

workstream table

Columns:

workstream
objective
owner
start date
end date
status
key milestones
dependencies

Drill-down:

click workstream opens task list, linked campaigns, linked content, and metric targets

4. Task plan

Include:

critical tasks
owners
due dates
dependencies
status

Visuals:

Kanban board
Gantt timeline
dependency lines if possible

Tables:

task table

Columns:

task
workstream
owner
due date
dependency
priority
status
linked metric
linked campaign

5. Experiment backlog

Include:

major experiments
hypotheses
impact and effort
sequencing

Visuals:

impact-effort matrix
experiment pipeline
experiment calendar

Tables:

experiment backlog table

Columns:

experiment
hypothesis
owner
target metric
impact
confidence
effort
priority
planned timeframe

6. Measurement plan

Include:

key metrics
owners
definitions
targets
cadence

Visuals:

KPI tree
metric ownership matrix
reporting cadence map

Tables:

metric definition table

Columns:

metric
formula
owner
source
baseline
target
frequency

7. Budget and resourcing

Include:

budget by workstream
budget by channel
staffing assumptions
required capabilities

Visuals:

budget allocation bars
planned vs allocated waterfall
resource availability chart

8. Risks and contingencies

Include:

blocked dependencies
resource constraints
capability risks
fallback options

9. 30/60/90-day view

Include:

what happens in each phase
milestone logic
expected outputs

Visuals:

phased timeline
milestone table

10. Appendix

Include:

assumptions
task definitions
references to strategy objects and experiments

6. Campaign Performance Report

Purpose

Evaluate campaign effectiveness and identify optimizations.

Primary audience

marketing leaders
growth teams
founders
campaign managers

Default report structure

1. Executive summary

Include:

campaign objective
current status
headline performance
recommendation: scale, optimize, pause, or stop

Visuals:

KPI summary cards
target vs actual indicator
campaign health signal

2. Campaign overview

Include:

objective
target segment
channels used
timeline
budget

Visuals:

campaign summary card
channel mix summary
timeline strip

3. Channel performance

Include:

reach
spend
clicks
leads
conversions
cost metrics
quality metrics if available

Visuals:

grouped channel comparison bars
cost per result chart
trend line by channel

Tables:

channel performance table

Columns:

channel
spend
impressions
clicks
click-through rate
leads
conversions
cost per lead
conversion rate
return

Drill-down:

click channel opens channel detail and linked content assets

4. Funnel performance

Include:

impressions to conversion pipeline
stage drop-offs
segment/channel splits

Visuals:

campaign funnel
stage conversion table
drop-off highlight cards

Tables:

funnel stage table

Columns:

stage
volume
conversion rate
previous period
change
benchmark

5. Content and creative performance

Include:

best and worst assets
best messaging angles
engagement vs conversion patterns

Visuals:

content leaderboard
creative comparison bars
asset trend sparklines

Tables:

asset performance table

Columns:

asset
channel
impressions/views
engagement
clicks
conversions
cost if applicable
influenced pipeline

6. Segment and persona performance

Include:

which segments responded best
persona resonance
channel-segment alignment

Visuals:

segment performance bars
heatmap of channel by segment

7. Budget efficiency

Include:

spend allocation
planned vs actual
return by channel
diminishing returns where visible

Visuals:

budget waterfall
spend share chart
efficiency scatterplot

8. Insights and recommendations

Include:

what worked
what underperformed
what to change next
what to test

9. Appendix

Include:

definitions
attribution method
references and assumptions

7. Content Performance Report

Purpose

Understand how content performs across awareness, engagement, conversion, and influence.

Primary audience

content marketers
product marketing
brand teams
marketing leadership

Default report structure

1. Executive summary

Include:

best-performing content
strongest content themes
conversion contribution
underperforming formats
recommendation

Visuals:

top assets leaderboard
topic performance snapshot
content funnel summary

2. Content overview

Include:

number of assets
distribution by type
distribution by stage
publishing cadence

Visuals:

content type distribution
publishing trend line
content stage mix chart

3. Asset performance

Include:

views
engagement
click-through
conversions
influenced pipeline / revenue if available

Visuals:

asset leaderboard
mini trend lines
performance quartile view

Tables:

content asset table

Columns:

asset title
type
topic
funnel stage
campaign
publish date
views
engagement
conversions
influenced revenue/pipeline

Drill-down:

click asset opens content detail page with full performance and citations to claims if appropriate

4. Topic and pillar performance

Include:

which themes perform best
which topics create reach vs which create conversions

Visuals:

topic performance bars
awareness vs conversion scatterplot
content pillar heatmap

5. Channel distribution and performance

Include:

how content performs by channel
where each type works best

Visuals:

channel stacked bars
channel-to-content matrix
traffic source share chart

6. Content journey contribution

Include:

which content works at which funnel stage
assist role of content

Visuals:

funnel-stage content contribution view
simplified path analysis

7. Production operations

Include:

production throughput
time in stage
approval bottlenecks
missed schedules

Visuals:

pipeline board snapshot
average time-to-publish bars
workflow bottleneck chart

8. Recommendations

Include:

double down topics
retire formats
repurpose winners
fix bottlenecks

9. Appendix

Include:

metric definitions
attribution notes
references if content uses cited evidence

8. Performance Insights Report

Purpose

Summarize the most important cross-functional patterns and recommended actions.

Primary audience

executives
heads of marketing
growth teams
founders

Default report structure

1. Executive summary

Include:

top 5 insights
top 5 risks
top 5 actions
notable metric shifts

Visuals:

insight cards
anomaly summary strip
action queue

2. What changed

Include:

significant changes in traffic, leads, conversion, CAC, revenue, retention, or content performance

Visuals:

anomaly trend chart
period-over-period scorecards
variance waterfalls

Tables:

metric change table

Columns:

metric
prior period
current period
delta
probable cause
confidence

3. Why it changed

Include:

likely drivers
channel changes
content changes
segment shifts
offer changes

Visuals:

driver decomposition chart
channel/segment heatmap
supporting breakdown tables

4. What to do next

Include:

recommendations
experiments
owners
urgency
expected impact

Visuals:

recommendation queue
impact-effort matrix
next-step roadmap

Tables:

recommendation table

Columns:

recommendation
related metric
expected impact
effort
confidence
owner
timeframe

5. Supporting evidence

Include:

linked campaigns
linked content
linked research
linked experiments

Visuals:

evidence graph or linked object cards

6. Appendix

Include:

methodology
model assumptions
references and citations

9. Executive Quarterly Business Review Report

Purpose

Provide an executive and board-level narrative of strategic progress, performance, risks, and next-quarter priorities.

Primary audience

executives
board members
investors
senior leadership

Default report structure

1. Executive narrative

Include:

what happened this quarter
what mattered most
overall business narrative
key wins and misses

Visuals:

quarterly scorecard
business summary strip
top insights panel

2. Strategic progress

Include:

progress against strategic goals
progress against Go-To-Market strategy
new learnings

Visuals:

strategic initiative tracker
milestone completion chart
KPI tree status

3. Market and customer learnings

Include:

important changes in market
new segment insights
concept validation updates
customer behavior shifts

Visuals:

summary insight cards
segment matrix
pain point shifts if relevant

4. Go-To-Market execution performance

Include:

campaign outcomes
content outcomes
channel outcomes
sales enablement outcomes if tracked

Visuals:

campaign performance summary
channel comparison
funnel performance

5. Financial and efficiency signals

Include:

spend efficiency
customer acquisition cost
influenced pipeline or revenue
conversion efficiency

Visuals:

budget vs outcome waterfall
CAC trend
pipeline/revenue trend

6. Risks and blockers

Include:

execution risks
resource gaps
channel risks
market threats
assumption failures

Visuals:

risk heatmap
dependency matrix
mitigation tracker

7. Next-quarter priorities

Include:

top priorities
key experiments
resource needs
success criteria

Visuals:

quarterly roadmap
action priority list

8. Appendix

Include:

metrics dictionary
references
assumptions
detailed tables

10. Standard report UI patterns across all reports

Header area

Every report should have:

report title
project
report type
date range or generation date
version
export button
share button
comments button
evidence/confidence indicator

Left rail or sticky table of contents

Provide:

section navigation
current section highlight
optional section completion states

Section pattern

Each section should follow:

headline
short summary
primary visual
supporting table or cards
“what this means”
citations and footnotes

Drill-down drawer pattern

For numbers, charts, tables, and claims:

click opens side drawer or modal
show breakdown, calculations, evidence, and related objects

Footer pattern

At section or report end:

citations
assumptions
references
methodology notes

11. Citations, footnotes, references, and assumptions standard

Inline citations

Use superscript numbers in narrative text and optionally chart footers.

Example: Mid-market demand increased significantly in 2025¹².

Assumption markers

Use bracket notation distinct from citations.

Example: Projected obtainable share assumes a 3% win rate in year one [A1].

Chart footer format

Use:

Sources: 1, 2, 4
Assumptions: A1, A3
Confidence: Medium

Citation drawer contents

Each citation click opens:

title
source type
author/publisher
date
excerpt or relevance summary
direct link or file reference
linked sections

References section

At end of report, group by:

external sources
internal/project sources
survey/experiment sources
simulated analyses
assumptions

Footnotes

Use for:

caveats
methodology clarifications
regional exceptions
sampling notes
attribution limitations

12. Drill-down levels standard

Every report should support this hierarchy where possible:

Level 1 — Executive summary

Cards, scorecards, top charts

Level 2 — Section analysis

Breakdowns by segment, channel, concept, campaign, persona, geography, or time

Level 3 — Object detail

Detailed tables, task lists, campaign detail, asset detail, persona detail, competitor detail

Level 4 — Evidence

Source excerpts, formulas, assumptions, experiment configuration, citations

13. Visualization and table defaults by section type

Use cards for

KPI summaries
top insights
key risks
major recommendations

Use bar charts for

ranked comparisons
segment sizes
channel performance
pain points
concept preference

Use line charts for

trends over time
pacing vs target
market growth
performance trends

Use heatmaps for

risk
segment-by-channel fit
cohort analysis
topic performance

Use matrices for

prioritization
positioning
impact vs effort
attractiveness vs reachability

Use tables when

users need exact values
comparisons require multiple dimensions
drill-down is likely
enterprise trust matters

14. Most important implementation rule for reports

Every report should make it easy to move from:

summary → explanation → evidence → action

That is what will distinguish this platform from generic dashboards and generic AI summaries.

report-visualization

Source: docs/report-visualization.md

Below is a complete visualization system for the platform — a practical spec for what charts, tables, cards, and drill-down patterns the product should use across research, strategy, execution, and measurement.

This is designed so product, design, and engineering can align on:

which visualizations belong in which reports
when to use each one
what the user should be able to drill into
how citations, assumptions, and confidence should appear
how to keep reports clean, credible, and executive-ready

Strategic Intelligence and Go-To-Market Platform

Visualization System Specification

1. Visualization philosophy

The platform should use visualizations to do four things:

1. Explain

Show the shape of a market, segment, campaign, or funnel clearly.

2. Compare

Help users compare competitors, channels, concepts, messages, and content.

3. Diagnose

Reveal what is driving performance or underperformance.

4. Decide

Support action, not just observation.

Every visualization should answer one of these questions:

What is happening?
Why is it happening?
Where should we focus?
What should we do next?

2. Visualization hierarchy

The platform should use a clear visual hierarchy across all reports and dashboards.

Level 1 — Executive summary visuals

Fast, high-signal visuals for leadership.

Examples:

KPI cards
scorecards
ranked lists
trend lines
heat maps
summary tables

Level 2 — Diagnostic visuals

Used to understand drivers and tradeoffs.

Examples:

funnel charts
cohort tables
channel comparison bars
segment matrices
attribution views
journey maps

Level 3 — Exploratory visuals

Used for analysts and planners.

Examples:

scatterplots
waterfall charts
decomposition trees
sensitivity charts
drill-down tables
contribution analyses

3. Universal report components

These components should appear across most report types.

A. KPI summary cards

Use at the top of reports and dashboards.

Fields may include:

metric name
current value
period-over-period change
target
confidence or completeness indicator

Behavior:

click opens underlying table or metric breakdown
hover shows formula and source

Best use:

market size
segment share
campaign conversions
cost per lead
revenue influenced

B. Confidence / evidence badge

Every important metric or conclusion should carry an evidence signal.

Display:

Source-backed
Estimated
Simulated
Assumption-based

Optional confidence scale:

High confidence
Medium confidence
Low confidence

Visual treatment:

small colored pill beside metric or section title
click opens evidence drawer

C. Assumptions panel

Where assumptions drive a chart or estimate, a compact assumptions panel should appear.

Includes:

key assumptions
sensitivity level
last reviewed date

Behavior:

expandable inline
drill to assumption detail page

D. Citation markers

Every chart, table, or insight block can have citations.

Display:

superscript numeric markers
grouped source marker on chart footer
footnote references below visualization

Behavior:

click opens citation panel with source metadata and excerpt

4. Market research visualization system

4.1 Market opportunity scorecard

Purpose: Provide a compact overview of attractiveness.

Metrics:

Total Addressable Market
growth rate
profitability potential
competitive intensity
regulatory complexity
timing attractiveness

Representation:

horizontal scorecard with 5–6 dimensions
each dimension shown as rated bar or dot scale

Drill-down:

click any dimension to open the supporting rationale, sources, and assumptions

Best for:

executive summary

4.2 Market size pyramid

Purpose: Show Total Addressable Market, Serviceable Available Market, and Serviceable Obtainable Market.

Representation:

layered pyramid or stacked blocks
each layer labeled with value, definition, and percentage of prior layer

Drill-down:

click each layer to open:
- methodology
- formulas
- sources
- assumptions
- geography or segment splits

Alternative:

waterfall from total universe to obtainable share

4.3 Market growth trend chart

Purpose: Show historical and projected growth.

Representation:

line chart with two zones:
- historical actuals
- projected forecast
projection area visually distinct

Drill-down filters:

geography
customer type
segment
category

Enhancements:

add annotation markers for major regulatory or technology events

4.4 Driver impact matrix

Purpose: Show what is driving or constraining the market.

Axes:

impact magnitude
time horizon or certainty

Representation:

2x2 or bubble matrix
each bubble = driver
bubble size = expected influence

Examples:

AI adoption
regulatory change
demographic shift
cost reduction

Drill-down:

driver detail panel with description, evidence, timeline, and affected segments

4.5 Competitive positioning map

Purpose: Show relative positioning across the market.

Axes examples:

enterprise vs self-serve
breadth vs specialization
premium vs value
innovation vs trust

Representation:

scatter plot
each point = competitor
point size can represent estimated market share

Drill-down:

click competitor opens profile with pricing, messaging, differentiators, and references

4.6 Competitive comparison matrix

Purpose: Enable structured side-by-side competitor evaluation.

Representation:

table with sticky first column
rows = criteria
columns = competitors

Criteria:

target segment
pricing model
onboarding complexity
integrations
category positioning
proof points

Features:

sortable
filterable
expandable criteria notes
citations per cell where needed

4.7 Value chain map

Purpose: Show actors, stages, and value capture across the ecosystem.

Representation:

horizontal stage diagram
each stage contains:
- actors
- value pool
- control points
- risks

Drill-down:

click stage opens detailed notes, economics, and opportunities

Useful for:

market analysis
partnership strategy
disintermediation risks

4.8 Risk heat map

Purpose: Summarize risks by likelihood and impact.

Representation:

2D heat map
each risk plotted by severity
color intensity indicates urgency

Risk categories:

regulation
competitive response
macroeconomics
technological disruption
channel dependency

Drill-down:

risk detail, mitigation plan, affected metrics

5. Audience and consumer research visualization system

5.1 Segment distribution chart

Purpose: Show the relative size of segments.

Representation:

horizontal bar chart preferred
donut chart acceptable only for simple executive summary

Metrics:

estimated share
value score
urgency score
reachability score

Drill-down:

click segment opens segment profile and personas

5.2 Segment prioritization matrix

Purpose: Help decide which segment to target.

Axes:

attractiveness
ease of acquisition or
value potential
urgency

Representation:

2x2 matrix
each segment plotted as bubble
bubble size = segment size

Drill-down:

opens rationale:
- pain level
- willingness to pay
- competition intensity
- recommended motion

5.3 Persona cards

Purpose: Make personas legible and memorable.

Representation:

card layout, not chart
should include:
- name
- archetype
- summary
- goals
- pains
- objections
- triggers
- preferred channels
- confidence label
- simulated badge where applicable

Interactions:

click expands to detailed profile
compare up to 3 personas side by side

5.4 Persona comparison table

Purpose: Compare multiple personas across buying behavior and messaging needs.

Columns:

persona
primary goal
top pain
top objection
trust driver
preferred channel
buying role
urgency

Representation:

filterable table
sticky persona column

Use cases:

campaign planning
messaging
product prioritization

5.5 Pain point priority chart

Purpose: Rank audience pain points.

Representation:

horizontal bars sorted by weighted pain score
optional dual-axis for:
- frequency
- severity

Drill-down:

click pain point shows:
- associated personas
- evidence
- recommended message angle

5.6 Jobs-to-be-done map

Purpose: Show key functional, emotional, and social jobs.

Representation:

grouped card clusters or swimlane diagram

Sections:

core job
emotional job
social job
desired outcome
friction points

Drill-down:

link each job to segments, concepts, and messaging

5.7 Customer journey map

Purpose: Show user progression through awareness, consideration, evaluation, purchase, onboarding, retention.

Representation:

horizontal journey
each stage includes:
- goals
- questions
- touchpoints
- blockers
- content needs
- metrics

Drill-down:

stage detail panel with related assets, channels, and performance

5.8 Willingness-to-pay curve

Purpose: Show price sensitivity.

Representation:

demand curve line chart
x-axis = price
y-axis = probability of purchase or acceptance

Alternative:

box-and-whisker plot for acceptable pricing ranges by segment

Drill-down:

by segment
by persona
by package

6. Concept testing visualization system

6.1 Concept gallery

Purpose: Visually compare concepts.

Representation:

card grid
each card includes:
- thumbnail
- title
- type
- short value proposition
- status

Interaction:

select concepts for side-by-side comparison

6.2 Preference ranking chart

Purpose: Show which concepts win.

Representation:

ranked horizontal bar chart
bars represent preference score, selection rate, or weighted ranking

Drill-down:

segment-level breakdown
persona-level simulated response

6.3 Adoption likelihood distribution

Purpose: Show how likely users are to adopt a concept.

Representation:

histogram or density distribution
optionally split by segment

Use:

helps distinguish polarized concepts from consistently strong concepts

6.4 Feature importance chart

Purpose: Show which features drive preference.

Representation:

bar chart ranked by contribution to choice
or conjoint-style importance bars if supported

Drill-down:

by segment/persona
by concept variant

6.5 Objection cluster map

Purpose: Surface major reasons a concept fails.

Representation:

cluster cards or bubble cloud grouped by theme
examples:
- too expensive
- too complex
- unclear differentiation
- integration concerns

Drill-down:

sample supporting quotes or synthesized feedback
linked personas or segments

6.6 Concept score summary

Purpose: Summarize concept quality in one compact view.

Metrics:

preference
clarity
distinctiveness
perceived value
adoption likelihood
pricing fit

Representation:

radar chart for internal diagnostic use
scorecard for executive use

Note: Radar charts should be used sparingly and only when comparing 2–3 concepts.

7. Go-To-Market strategy visualization system

7.1 Segment opportunity matrix

Purpose: Determine where to focus.

Axes:

value potential
strategic fit or
urgency
reachability

Representation:

bubble matrix

Drill-down:

segment detail
campaign implications
recommended message and channel strategy

7.2 Positioning canvas

Purpose: Show core strategic positioning clearly.

Representation:

structured framework, not a chart

Blocks:

market category
target audience
primary value proposition
alternatives
differentiators
reasons to believe

Interaction:

editable and exportable
each field can link to evidence

7.3 Messaging architecture diagram

Purpose: Represent the message hierarchy.

Representation:

top-down message tree

Levels:

core promise
supporting pillars
proof points
persona variations
channel variations

Drill-down:

click any node to see source evidence, content uses, and performance where applicable

7.4 Channel prioritization matrix

Purpose: Choose channels strategically.

Axes:

impact potential
effort or cost or
reachability
conversion efficiency

Representation:

2x2 matrix or scored table

Drill-down:

historical performance benchmarks
expected timeline to signal
suggested test plan

7.5 Pricing ladder

Purpose: Show package and pricing structure.

Representation:

tier cards
optional vertical ladder if emphasizing progression

Fields:

plan name
value metric
included capabilities
target segment
rationale

Drill-down:

WTP evidence
competitive comparisons
experiment results

7.6 Strategic KPI tree

Purpose: Show the relationship between business outcomes and driver metrics.

Representation:

tree diagram

Example: Revenue → Pipeline → Qualified leads → Conversion rate → Traffic / content / campaign volume

Interaction:

click node to view metric definition, current state, owner, and related initiatives

8. Go-To-Market plan visualization system

8.1 Execution roadmap

Purpose: Show the overall plan across time.

Representation:

timeline or Gantt chart
workstreams as rows
weeks/months as columns

Drill-down:

workstream detail
underlying tasks
owners
dependencies

8.2 Workstream board

Purpose: Show execution grouped by major function.

Representation:

card board or list grouped by workstream

Each workstream shows:

objective
owner
status
key milestones
progress
linked campaigns/content/tasks

8.3 Task table / task board

Purpose: Show actionable execution items.

Representation:

toggle between table and Kanban board

Columns:

task
workstream
owner
due date
dependency
priority
status

Features:

filter by owner, status, date
dependency view
quick edit

8.4 Experiment backlog matrix

Purpose: Prioritize future experiments.

Axes:

impact
effort or scored:
impact
confidence
effort

Representation:

2x2 matrix and sortable table

Drill-down:

hypothesis
required assets
related campaigns
target metric

8.5 Measurement plan map

Purpose: Show what the team is tracking and why.

Representation:

metric tree or structured table

Columns:

metric
definition
source
owner
target
cadence
linked campaign/workstream

9. Campaign visualization system

9.1 Campaign scorecard

Purpose: Give a one-page campaign summary.

Metrics:

spend
reach
clicks
conversions
cost per lead
influenced revenue
return on ad spend if relevant

Representation:

top summary cards + compact trend lines

9.2 Channel performance comparison

Purpose: Compare campaign performance across channels.

Representation:

grouped bar chart
one metric selector:
- spend
- clicks
- leads
- cost per lead
- conversion rate

Interaction:

dropdown metric selector
date filters
segment filters

9.3 Campaign timeline

Purpose: Show execution over time.

Representation:

calendar view or linear activity timeline

Items:

launches
content publishes
email sends
webinars
paid bursts

Interaction:

click activity to open asset or campaign event

9.4 Campaign funnel

Purpose: Show progression from awareness to conversion.

Representation:

funnel chart

Stages:

impressions
clicks
visits
leads
qualified leads
opportunities
conversions

Drill-down:

stage-by-stage conversion rates
drop-off explanation
by channel or segment

9.5 Budget allocation chart

Purpose: Show budget distribution.

Representation:

stacked horizontal bar or donut for executive use
waterfall for planned vs actual spend

Drill-down:

by channel
by campaign phase
by asset type

10. Content visualization system

10.1 Content calendar

Purpose: Show publishing plan.

Representation:

month/week calendar
filter by channel, campaign, owner, stage

Interaction:

click item opens content asset
drag to reschedule if operational views support it

10.2 Content pipeline board

Purpose: Track content production.

Columns:

briefed
drafting
review
approved
scheduled
published

Representation:

Kanban board

Useful for:

marketing teams
agency workflows
editor operations

10.3 Content performance leaderboard

Purpose: Rank assets by outcome.

Columns:

asset title
type
campaign
channel
views
engagement
conversions
influenced pipeline/revenue if available

Representation:

ranked table with mini sparklines

Interaction:

click asset opens full detail page

10.4 Topic performance chart

Purpose: Show what themes work.

Representation:

grouped bars by content pillar/topic
metric toggle:
- impressions
- engagement
- leads
- conversion rate

Drill-down:

topic → asset list → asset detail

10.5 Content contribution chart

Purpose: Show which assets contribute downstream.

Representation:

horizontal bars for influenced leads/opportunities
or Sankey if sophisticated attribution is available

Note: Use Sankey sparingly and only if it adds real clarity.

11. Measurement and optimization visualization system

11.1 Executive performance dashboard

Purpose: Summarize business and marketing performance.

Metrics:

traffic
leads
qualified pipeline
conversions
revenue
cost efficiency

Representation:

KPI cards
trend lines
top drivers panel
notable insights panel

11.2 Funnel analytics view

Purpose: Diagnose conversion efficiency.

Representation:

funnel plus table

Each stage includes:

volume
conversion rate
period change
benchmark comparison if available

Drill-down:

by segment
by campaign
by channel
by time period

11.3 Cohort table

Purpose: Analyze retention, activation, or conversion over time.

Representation:

classic cohort heatmap table

Examples:

lead cohort by acquisition month
customer activation cohort
content engagement cohort

Interaction:

hover shows cohort values
click row opens cohort detail

11.4 Attribution view

Purpose: Show contribution of channels and content to outcomes.

Representation:

stacked bar charts
path table
simplified multi-touch flow

Avoid:

overly complex attribution diagrams that are hard to interpret

11.5 Variance waterfall chart

Purpose: Explain why a metric changed.

Use cases:

why leads increased
why CAC worsened
why revenue declined

Representation:

waterfall chart from prior period to current period
contributors listed as steps

Examples: Previous month pipeline

more paid traffic

lower landing page conversion

stronger webinar conversion = current month pipeline

11.6 Anomaly detection chart

Purpose: Show unusual spikes or drops.

Representation:

line chart with highlighted anomaly bands
annotations for likely causes

Interaction:

clicking anomaly opens diagnostics and possible explanations

12. Insight visualization system

12.1 Insight cards

Purpose: Surface important takeaways.

Card fields:

title
short explanation
why it matters
confidence
recommended action
linked metrics/sources

Interaction:

click opens full insight detail

12.2 Insight detail view

Purpose: Provide an evidence-backed explanation.

Sections:

what changed
why it likely changed
supporting data
related campaigns/content/segments
recommended next step
citations and references

Representation:

narrative plus embedded charts and linked evidence blocks

12.3 Recommendation queue

Purpose: Translate insight into action.

Representation:

prioritized list or table

Columns:

recommendation
expected impact
confidence
effort
owner
related object

13. Data table system

Tables are critical. Many enterprise users trust tables more than charts.

Design principles

All important tables should support:

sorting
filtering
search
export
column chooser
pinned columns
row expansion
inline citations where appropriate

High-value tables to standardize

Competitor table

Columns:

name
category
segment focus
pricing
differentiators
source count
confidence

Segment table

Columns:

segment
estimated size
value score
urgency
reachability
conversion potential

Persona table

Columns:

name
segment
top pain
top objection
buying role
preferred channel
confidence

Experiment results table

Columns:

variant
preference score
conversion likelihood
WTP median
objections
winning segments

Campaign table

Columns:

campaign
status
budget
spend
leads
conversions
cost per lead
influenced revenue

Content asset table

Columns:

asset
type
topic
channel
status
views
engagement
conversions

Metric definition table

Columns:

metric
definition
formula
source
owner
update cadence

14. Drill-down interaction framework

Every major report should allow drill-down from summary → analysis → evidence.

Pattern

Level 1 — Summary

Executive cards, charts, key takeaways

Level 2 — Breakdown

Segment, channel, time, concept, persona, or asset view

Level 3 — Detail

Source data, assumptions, experiment logs, performance rows

Level 4 — Evidence

Citations, references, calculation notes, methodology

This should be consistent throughout the product.

15. Citation, footnote, and reference system

This is one of the most important parts of the reporting experience.

A. Inline citations

Use superscript numeric references in narrative text, table cells where needed, and chart footers.

Example: The mid-market analytics category grew faster than enterprise software overall in 2025¹².

B. Chart-level citation footer

Every chart should optionally support a footer with:

source markers
methodology marker
assumptions marker if needed

Example footer: Sources: 1, 2, 5. Assumptions: A3, A7.

C. Expandable citation drawer

Clicking a citation opens a drawer or side panel with:

source title
source type
author / publisher
date
excerpt or relevant summary
why this source is relevant
link to full source if available

D. Footnotes

Use footnotes below the visualization or section for:

methodological clarifications
caveats
exceptions
calculation notes

E. References section

At the end of every report include a structured references section grouped by:

primary sources
internal sources
uploaded files
surveys/experiments
simulated analyses
assumptions

Each reference entry should include:

reference number
title
source type
publisher/author
date
access date if relevant
link or file reference

F. Assumption references

Assumptions should use a distinct notation from citations.

Example:

citations = superscript numerals: ¹ ² ³
assumptions = bracketed labels: [A1], [A2]

This prevents confusion between evidence and modeled inputs.

G. Confidence labeling

Each major section should optionally include:

Evidence strength: High / Medium / Low
Based on: Source-backed / Estimated / Simulated / Mixed

16. Report composition pattern

Every report should follow a consistent structure.

1. Executive summary

top findings
recommendation
3–6 key visuals
confidence and evidence notes

2. Core analysis

major sections with charts and tables
each section ends with “what this means”

3. Drill-down appendices

detailed tables
methodology
citations
assumptions
data dictionary where appropriate

4. References

source list
experiment list
assumptions list

17. Recommended visualization palette by report type

Market research report

Use:

scorecards
market size pyramids
growth trend lines
driver matrices
competitor maps
risk heat maps
ecosystem diagrams

Consumer research report

Use:

segment bars
prioritization matrices
persona cards
journey maps
pain point rankings
WTP curves

Concept testing report

Use:

concept gallery
preference bars
adoption distributions
feature importance bars
objection cluster cards
comparison tables

Go-To-Market strategy report

Use:

segment opportunity matrix
positioning canvas
messaging architecture tree
channel prioritization matrix
pricing ladder
KPI tree

Go-To-Market plan report

Use:

execution roadmap
workstream board
task table
backlog prioritization matrix
metric tree
budget summary

Campaign performance report

Use:

KPI scorecards
channel comparison bars
funnel charts
timeline views
budget waterfalls
asset leaderboards

Content performance report

Use:

content leaderboard
topic bars
distribution stacked bars
production pipeline board
conversion contribution charts

Performance insights report

Use:

insight cards
anomaly trend lines
variance waterfalls
recommendation queue
supporting breakdown tables

18. Visualization quality rules

Use these often

bar charts
line charts
tables
matrices
scorecards
heatmaps
timelines

Use sparingly

radar charts
Sankey diagrams
pie charts
bubble charts with many points

Avoid unless absolutely necessary

3D charts
decorative infographics that hide data
overloaded dual-axis charts
dashboards with too many colors or KPI tiles

19. Designer guidance

The system should feel:

authoritative
clear
premium
evidence-based
interactive without being noisy

Use:

strong hierarchy
disciplined whitespace
compact but readable tables
restrained color with semantic meaning
annotation-friendly chart layouts

The reporting system should look like:

a board-ready consulting deliverable
merged with a modern analytics product
with transparent evidence and drill-downs

20. Most important rule

Every visualization should connect:

claim → metric → evidence → action

If a report does that consistently, it will feel far more valuable than a generic dashboard.

reporting-architecture

Source: docs/reporting-architecture.md

Below is a complete reporting architecture specification for the platform. It is written so designers, product managers, and engineers can implement a coherent reporting system that supports:

• research credibility • strategic clarity • executive communication • drill-down exploration • traceable citations

The goal is to produce reports that feel like top-tier consulting deliverables (McKinsey / Bain / BCG) but are interactive and data-driven.

Strategic Intelligence & Go-To-Market Platform

Comprehensive Reporting Architecture

1. Reporting Philosophy

Reports in this platform serve three purposes:

Strategic clarity

Reports must clearly communicate:

market opportunity
customer insights
strategy decisions
execution plans
performance results

Evidence transparency

Every key statement should be traceable to:

sources
experiments
analytics
assumptions

Decision support

Reports should not just summarize information.

They should answer:

What does this mean?
What should we do next?

2. Types of Reports

The system should support the following report categories.

Market Research Reports

Purpose Understand the market landscape and opportunity.

Sections

Executive Summary

Content

market definition
opportunity size
key drivers
major risks
overall attractiveness

Visualization

opportunity scorecard
key metrics summary cards

Market Definition

Content

market scope
geographic boundaries
customer types
product category

Visualization

Market ecosystem diagram

Market Size

Metrics

Total Addressable Market
Serviceable Available Market
Serviceable Obtainable Market

Visualization

Layered market pyramid chart

Drill Down

Users can expand each market layer to see:

calculation assumptions
supporting data

Market Growth

Metrics

historical growth
projected growth

Visualization

Time-series line charts

Drill Down

Users can explore:

region
segment
product category

Market Drivers

Content

technological drivers
regulatory drivers
behavioral drivers
economic drivers

Visualization

Driver impact matrix

Competitive Landscape

Content

competitor profiles
positioning
pricing

Visualizations

Competitive matrix Positioning map

Drill Down

Competitor detail pages

Market Risks

Content

regulatory risks
economic risks
technology disruption

Visualization

Risk heat map

Consumer Research Reports

Purpose Understand target audiences.

Sections

Customer Segmentation

Content

segment definitions
segment characteristics

Visualization

Segment distribution chart

Persona Profiles

Content

persona biography
goals
pain points
buying triggers

Visualization

Persona cards

Customer Journey

Stages

awareness
evaluation
purchase
retention

Visualization

Customer journey map

Pain Point Analysis

Metrics

pain frequency
pain severity

Visualization

Pain priority chart

Willingness to Pay

Metrics

price sensitivity
acceptable price range

Visualization

Demand curve

Concept Testing Reports

Purpose Evaluate product or marketing ideas.

Sections

Concepts Tested

Content

concept descriptions
variants

Visualization

Concept cards

Preference Scores

Metrics

ranking
preference percentage

Visualization

Bar chart

Adoption Likelihood

Metrics

adoption probability

Visualization

Distribution histogram

Key Feedback

Content

objections
positive feedback

Visualization

Feedback clusters

Concept Recommendations

Content

winning concept
improvements

Go-To-Market Strategy Report

Purpose Define strategic approach to entering the market.

Sections

Target Segments

Content

segment prioritization
opportunity score

Visualization

Segment opportunity matrix

Positioning

Content

category definition
differentiation

Visualization

Positioning canvas

Messaging Architecture

Content

core message
supporting pillars
proof points

Visualization

Message framework diagram

Channel Strategy

Content

priority channels
rationale

Visualization

Channel prioritization matrix

Pricing Strategy

Content

pricing model
pricing tiers

Visualization

Pricing ladder

Go-To-Market Plan Report

Purpose Define tactical execution.

Sections

Execution Timeline

Visualization

Gantt chart

Workstreams

Content

content marketing
paid media
lifecycle marketing

Visualization

Workstream roadmap

Task Breakdown

Content

tasks
owners
deadlines

Visualization

Task table

Drill Down

Task details

Experiment Roadmap

Content

experiments
hypotheses

Visualization

Experiment pipeline

Measurement Plan

Metrics

leads
conversions
revenue

Visualization

Metric tree

Campaign Performance Reports

Purpose Evaluate marketing campaigns.

Sections

Campaign Overview

Metrics

reach
engagement
conversions

Visualization

KPI summary cards

Channel Performance

Metrics

channel reach
cost per lead

Visualization

Channel comparison chart

Content Performance

Metrics

views
engagement
conversion contribution

Visualization

Content leaderboard

Funnel Analysis

Stages

awareness
lead
conversion

Visualization

Funnel chart

Content Performance Reports

Purpose Evaluate content marketing effectiveness.

Sections

Content by Topic

Metrics

performance by theme

Visualization

Topic performance chart

Content Distribution

Metrics

traffic by channel

Visualization

Stacked bar chart

Performance Insights Report

Purpose Summarize insights generated from analytics.

Sections

Key Insights

Examples

top performing campaigns
emerging segments

Visualization

Insight cards

Recommendations

Content

actions
experiments

Visualization

Recommendation list

3. Data Tables

Reports should support rich tables.

Table Design Principles

Tables should include

sortable columns
filters
search
export

Example Table Types

Competitor table

Columns

competitor name
positioning
pricing
strengths

Campaign performance table

Columns

campaign name
impressions
clicks
conversions
cost

Content performance table

Columns

content title
channel
views
engagement
conversions

4. Drill-Down Interactions

Users should be able to explore deeper.

Examples

Clicking a segment → opens persona breakdown.

Clicking a campaign → opens campaign report.

Clicking a content asset → opens content performance.

5. Visualizations

Use clear, simple charts.

Recommended Charts

Bar charts

For comparisons

Line charts

For trends

Pie charts

For distributions

Scatter plots

For positioning maps

Heat maps

For risk or opportunity analysis

Funnel charts

For conversion analysis

Gantt charts

For timelines

6. Citation and Reference System

This is essential for credibility.

Inline Citations

Statements referencing data should show citation numbers.

Example

"The global AI analytics market is projected to reach $15B by 2030¹."

Footnotes

Footnotes appear at the bottom of sections.

Example

¹ Source: Industry Market Analysis Report 2024

Source References

At the end of reports, provide a source list.

Fields

title
author
publication
date
link

Citation Interaction

Users should be able to click a citation to view:

source summary
link to original source
related insights

7. Report Presentation Style

Reports should feel like consulting deliverables.

Characteristics

structured sections
concise text
clear charts
minimal clutter

8. Export Capabilities

Reports should export to:

PDF
Word
PowerPoint

9. Interactive Reports

Interactive features include:

filters
drill-downs
hover tooltips
expandable sections

10. Report Templates

The platform should include templates for

market research
consumer insights
concept testing
Go-To-Market strategy
campaign performance

11. Visual Design Principles

Reports should emphasize:

clarity credibility hierarchy insight

Avoid:

dense text overly complex charts unclear metrics

12. Desired Outcome

Reports should allow users to:

Understand markets Understand customers Validate strategy Track performance Make better decisions

generation-prompt

Source: docs/generation-prompt.md

Below is the revised Base44 prompt with no abbreviations of Go-To-Market anywhere and expanded clarity so the system builder has zero ambiguity. It remains one single Markdown block, plain text, suitable for Lovable / Base44 full-system generation.

# SYSTEM PROMPT — Strategic Intelligence and Go-To-Market Platform

Design and implement a complete strategic intelligence and growth execution platform.

The platform provides a unified environment where organizations can perform:

• Market research  
• Consumer research  
• Synthetic persona modeling  
• Concept testing  
• Go-To-Market strategy development  
• Tactical Go-To-Market planning  
• Campaign and content execution  
• Performance measurement and growth optimization  

The system must function as a **closed-loop strategic intelligence engine**:

Market Research → Consumer Insight → Concept Validation → Go-To-Market Strategy → Go-To-Market Plan → Campaign Execution → Measurement → Insights → Strategy Refinement

The platform must support **AI-driven generation**, **human review**, **collaboration**, and **continuous optimization**.

This prompt describes the **complete system behavior, domain model, user journeys, workflows, screens, navigation, and interactions**.

Do not reference technology stacks. Focus entirely on product behavior and experience.

---

# CORE DESIGN PRINCIPLES

1. Every insight must be traceable to sources, assumptions, or simulations.
2. Strategy outputs must produce actionable execution plans.
3. AI-generated content must always be editable by humans.
4. Synthetic personas must be grounded in population priors.
5. Strategy, execution, and measurement must remain connected.
6. The platform must behave like a **strategic operating system**, not a report generator.
7. Every strategic artifact must support collaboration and versioning.

---

# PRIMARY USER TYPES

## Founder / Executive

Goals
• Evaluate market opportunities  
• Define strategic positioning  
• Identify priority customer segments  
• Develop Go-To-Market strategies  
• Track growth performance  

---

## Marketing Leader

Goals
• Design campaigns  
• Produce content  
• Manage distribution channels  
• Monitor marketing performance  

---

## Product Manager

Goals
• Validate product concepts  
• Understand customer needs  
• Identify product opportunities  

---

## Research Analyst

Goals
• Conduct research workflows  
• Generate insights  
• Build persona libraries  

---

# GLOBAL APPLICATION NAVIGATION

The application navigation contains these primary sections:

1. Dashboard  
2. Projects  
3. Research  
4. Personas  
5. Concepts  
6. Go-To-Market Strategy  
7. Go-To-Market Plan  
8. Campaigns  
9. Content  
10. Measurement  
11. Reports  
12. Collaboration  
13. Settings  

---

# DASHBOARD

Purpose  
Provide a strategic overview of project progress and growth metrics.

Dashboard components

• Active Projects summary  
• Research pipeline status  
• Persona library overview  
• Active campaigns  
• Performance indicators  
• Insights and recommendations  

---

# PROJECTS

A Project represents a strategic initiative.

Examples
• Market opportunity evaluation  
• Product launch strategy  
• Market expansion planning  

Project fields

• name  
• owner  
• description  
• industry  
• geography  
• business stage  
• strategic goal  
• status  

Project pages

Overview  
Research  
Personas  
Concepts  
Go-To-Market Strategy  
Go-To-Market Plan  
Campaigns  
Measurement  

---

# RESEARCH WORKFLOWS

The Research module manages structured research processes.

Supported research types

• Market research  
• Consumer research  
• Competitive analysis  

Research steps

1 Define research objective  
2 Gather sources  
3 Analyze market drivers  
4 Identify customer segments  
5 Generate insights  

Outputs

• market definitions  
• market size estimates  
• competitive landscape  
• trend analysis  
• insight summaries  

All insights must reference sources or assumptions.

---

# PERSONAS

The Personas module generates synthetic personas informed by research.

Process

1 Define segmentation model  
2 Create population priors  
3 Generate persona library  
4 Simulate consumer responses  
5 Calibrate personas  

Persona fields

• name  
• segment association  
• biography  
• demographics  
• psychographics  
• motivations  
• pain points  
• decision triggers  
• channel preferences  
• objections  
• purchasing behavior  

Persona library view

• persona cards  
• segment distribution  
• confidence score  

Persona insights feed concept testing and marketing strategy.

---

# CONCEPT TESTING

Concept testing evaluates product, messaging, or campaign concepts.

Concept types

• product concept  
• advertising concept  
• packaging concept  
• landing page concept  
• value proposition concept  

Testing methods

• simulated persona response  
• survey response  
• analytics results  

Results include

• concept preference  
• adoption likelihood  
• willingness to pay  
• key objections  
• improvement recommendations  

Concept results inform strategic positioning.

---

# GO-TO-MARKET STRATEGY

The Go-To-Market Strategy module defines high-level strategic choices.

Strategy elements

Target segments  
Positioning statement  
Messaging architecture  
Value proposition  
Pricing approach  
Channel strategy  
Sales motion  
Partnership strategy  
Success metrics  

Outputs

• strategy document  
• messaging framework  
• customer acquisition strategy  
• strategic assumptions  

Strategy decisions remain stable and guide execution planning.

---

# GO-TO-MARKET PLAN

The Go-To-Market Plan translates strategy into actionable execution.

Plan elements

Time horizon  
Budget  
Workstreams  
Tasks  
Experiment backlog  
Measurement plan  

Workstream categories

Content  
Paid media  
Lifecycle marketing  
Partnerships  
Sales enablement  
Product marketing  
Analytics  

Each workstream contains tasks.

Task fields

• title  
• description  
• owner  
• priority  
• due date  
• dependencies  
• status  

The system generates recommended tasks based on strategy.

---

# CAMPAIGNS

Campaigns represent coordinated marketing initiatives.

Campaign fields

• name  
• objective  
• target segment  
• channels  
• key messages  
• budget  
• timeline  
• call to action  

Campaign pages

Overview  
Content assets  
Channel plan  
Performance  

Campaign channels include

• email  
• social media  
• search  
• content marketing  
• webinars  
• partnerships  

---

# CONTENT SYSTEM

The platform must include a full AI-assisted content engine.

Content types

• blog article  
• social media post  
• email sequence  
• advertisement copy  
• landing page  
• webinar script  
• sales deck  

Content workflow

1 Create content brief  
2 Generate draft  
3 Human review  
4 Approval  
5 Scheduling  
6 Distribution  
7 Performance tracking  

Content brief fields

• objective  
• audience  
• funnel stage  
• key messages  
• proof points  
• call to action  

---

# MEASUREMENT AND ANALYTICS

Measurement tracks performance across campaigns and content.

Metrics include

• impressions  
• engagement  
• leads  
• conversions  
• revenue  
• customer acquisition cost  

Measurement features

Performance dashboards  
Campaign performance  
Content performance  
Cohort analysis  
Attribution modeling  

Insights should include:

• performance trends  
• root cause analysis  
• improvement recommendations  

---

# INSIGHTS AND OPTIMIZATION

The system must continuously analyze performance and generate insights.

Insight examples

• declining campaign performance  
• high performing content themes  
• emerging customer segments  

Each insight must recommend actions.

Recommended actions feed into:

• experiment backlog  
• campaign adjustments  
• strategy refinement  

---

# REPORTS

The Reports module compiles research and strategy outputs.

Report types

• market research report  
• consumer insight report  
• concept testing report  
• Go-To-Market strategy report  
• campaign performance report  

Reports must support

• export  
• versioning  
• collaboration comments  

---

# COLLABORATION

Collaboration features include

Comments on artifacts  
Mentions  
Version history  
Activity logs  

Users must be able to discuss insights and strategy decisions.

---

# SETTINGS

Settings include

User management  
Project configuration  
Brand voice configuration  
Notification preferences  

---

# AI CAPABILITIES

Artificial intelligence should support:

Research synthesis  
Persona generation  
Concept evaluation  
Strategy generation  
Execution planning  
Content generation  
Performance analysis  

All generated outputs must remain editable.

---

# SYSTEM GOAL

Create a unified strategic intelligence platform that enables organizations to move from **research to growth execution** in one environment.

The system should empower users to:

Understand markets  
Understand customers  
Test ideas  
Design strategies  
Execute campaigns  
Measure performance  
Continuously improve outcomes

PRD — Clarity

PRD — Clarity

Sources

Contents

product-brief

Strategic Intelligence & Go-To-Market Platform

Complete Product Description for UI/UX Design

1. Product Overview

2. Core Product Philosophy

1. Strategy and execution are connected

2. AI assists but humans decide

3. Growth is a continuous loop

3. Primary Users

Founder / Executive

Marketing Leader

Product Manager

Research Analyst

4. Core Mental Model

5. Primary System Modules

Modules

6. Core User Journey

Step 1: Create a Project

Step 2: Conduct Market Research

Step 3: Generate Personas

Step 4: Test Concepts

Step 5: Create Go-To-Market Strategy

Step 6: Generate Go-To-Market Plan

Step 7: Execute Campaigns

Step 8: Generate Content

Step 9: Measure Performance

Step 10: Generate Insights

7. Information Architecture

8. Key Objects in the Interface

Project

Persona

Concept

Strategy

Plan

Campaign

Content Asset

Insight

9. Key Screens to Design

Project Dashboard

Research Workspace

Persona Library

Concept Testing Interface

Strategy Builder

Plan Workspace

Campaign Manager

Content Studio

Analytics Dashboard

10. Collaboration Features

11. Design Goals

12. Desired Design Exploration

Direction 1

Direction 2

Direction 3

13. Overall Product Vision

feature-hierarchy

Strategic Intelligence & Go-To-Market Platform

Complete Feature Hierarchy

1. Platform Foundation

1.1 User Management

Identity

Access Control

Organization Management

1.2 Workspace Management

Projects

Project Configuration

1.3 Global Navigation

Navigation System

Global Workspace Tools

2. Research Intelligence

2.1 Market Research

Market Definition

Market Sizing

Market Drivers

2.2 Competitive Intelligence

Competitor Database

Competitor Analysis