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Data Extraction Workflows

AI data extraction and parsing

Automate your invoice data extraction with Rossum Elis and store the results in Google Sheets
A ready-to-use Make workflow that connects Http, Builtin, Rossum-elis. Automate your invoice data extraction with Rossum Elis and store the results in Google Sheets. Customize and deploy in minutes.
Make$4.99
BrowserAct Intelligent Software Category Search Bot
This template creates a fully automated business app recommendation bot for Telegram. It starts by analyzing the user’s message with AI to determine whether the user is casually chatting or requesting a software recommendation. If a valid category is detected, BrowserAct is triggered to search G2 and extract app details such as name, company, description, pros and cons, images, and review links. The extracted data is then processed by Gemini, which formats each item into a clean JSON structure compatible with the Telegram API. The workflow automatically chooses whether to send text or images based on the content type and delivers the recommendations back to the user as rich, formatted messages. This template includes category detection, web automation, data extraction, AI-based formatting, and dynamic Telegram message delivery. Suitable for SaaS discovery bots and product recommendation tools.
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Extract valuable data from unstructured Google Drive files using ComPDF AI and save it as structured JSON

Extracting valuable data from unstructured documents can be challenging—especially when these files are stored in cloud platforms like Google Drive. With ComIDP on Make, you can fully automate this process without writing a single line of code. This template retrieves unstructured files from Google Drive, processes them with ComIDP to extract meaningful text or key information, and converts the results into structured JSON data. Whether you are working with contracts, reports, or other unstructured documents, this workflow helps you streamline data extraction, improve accessibility, and prepare the information for further processing or analysis. Before you start: Ensure your Google Drive and ComIDP connections are configured. Provide the Google Drive file ID and select the destination folder for the JSON output. If your workflow requires specific fields, define them ahead of time for accurate extraction.

Extract the content of any page with HTML/CSS and Google Cloud Vision

Every time a new page is captured with HTML/CSS to Image, Make will automatically analyze the screenshot and the text content will be extracted using Google Cloud Vision (OCR).

BrowserAct Intelligent Supplier Search

This template turns your Telegram bot into a Smart Supplier Locator Bot that helps users quickly find the best offers for any product they want to buy. When a user sends a message to the bot, Make first uses an AI step to understand the intent. If the message is casual chat, the bot asks the user to provide a product name. If it detects a shopping request, it extracts the product keyword and passes it to BrowserAct. BrowserAct then searches the web, opens the shopping section, and extracts multiple product links and prices from the main results and sidebar. The result is a raw JSON list of potential suppliers. Next, Google Gemini AI cleans this list. It removes all garbage entries such as Base64 images, thumbnails, or video links, keeps only valid store URLs, and sorts them by price from low to high. The output is formatted using Telegram HTML with a highlighted Best Price and a full list of options. Finally, the formatted price list is sent back to the same Telegram chat so the user can easily compare all available offers.

BrowserAct Geo-Search Automation Flow

This workflow automates local service discovery using Telegram, BrowserAct, and Gemini AI. When a user messages the bot, the system first determines whether the request is casual chat or an actual service inquiry. If the user provides both a service type and a location, the workflow continues. If not, the bot asks for missing details. Once the request is complete, the data is passed to BrowserAct, which navigates Google Maps, scrolls through the results, extracts provider information, and returns structured JSON. The extracted results are sent to Gemini AI with a formatting prompt that converts the data into clean, HTML-ready Telegram output while respecting character limits and display rules. Finally, the formatted results are delivered back to the user in Telegram as an organized list of providers including name, rating, phone, address, and website links. This template is ideal for building intelligent service-finder assistants, lead-generation tools, or local business lookup bots.

Extract information from invoices received on Gmail into Airtable with Eden AI

A ready-to-use Make workflow that connects Google-email, Edenai, Airtable. Extract information from invoices received on Gmail into Airtable with Eden AI. Customize and deploy in minutes.

Create a new Trello card for new BigML resources

A ready-to-use Make workflow that connects Bigml, Trello. Create a new Trello card for new BigML resources. Customize and deploy in minutes.

Capture invoice data in Pennylane using OCR

A ready-to-use Make workflow that connects Pennylane, Koncile-advanced-ocr. Capture invoice data in Pennylane using OCR. Customize and deploy in minutes.

BrowserAct Powers Automated Counterfeit Product Monitoring on E-commerce Platforms

Automate e-commerce counterfeit product oversight with this workflow. Skip manual checks—get instant alerts for fakes. WHAT IT DOES: Scrapes product data (images, details, prices) from platforms via BrowserAct Auto-compares against authentic databases to flag counterfeits Archives flagged items in Google Sheets; sends real-time alerts via Telegram/email Runs on schedule (daily/weekly) or on-demand HOW IT WORKS: BrowserAct scrapes target e-commerce product listings Parses key attributes (branding, specs) and cross-references with authentic data Flags discrepancies (mismatched logos, low prices) as suspect Logs findings in Google Sheets; alerts teams with details REQUIREMENTS: BrowserAct account (pre-configured scraping workflows) Authentic product database access Google Sheets; Telegram/email for alerts PERFECT FOR: Brand protection teams, e-commerce moderators, retailers guarding against fakes. TIME SAVED: 200-400 hours/year SETUP TIME: 45-60 mins Strengthen brand integrity—automatically catch counterfeits before customers do!

BigML Scores to GSheets-daily- not good

A ready-to-use Make workflow that connects Bigml, Google-sheets. BigML Scores to GSheets-daily- not good. Customize and deploy in minutes.

BrowserAct AI Product Insight Machine

This template automates product-review analysis using Telegram, AI, and BrowserAct. When a user sends a product name to the Telegram bot, the workflow evaluates the message and generates a search keyword for the product. BrowserAct then performs an automated Google search, opens the related Trustpilot page, and extracts review data. This information is passed to an AI module that produces a structured summary including a product overview, pros, cons, and a final recommendation. The final message is delivered back to the user through Telegram. Use cases: • Quickly checking online credibility before buying a product • Automated research for customer support or sales teams • Community bots that provide instant product insights Benefits: • No manual searching required • Automated Trustpilot data extraction • Clear AI-generated summaries • Fully controlled inside Telegram • Easy to customize or extend for new data sources

Take screenshots of a website's pricing page with Browse AI and upload to Airtable

Periodically screenshot your competitor's pricing page on their website using Browse AI, effortlessly uploading to Airtable for organization and analysis, ensuring powerful data-driven insights on your competitors.

Monitor a website's pricing page with Browse AI and store the information on a Google Sheet

A ready-to-use Make workflow that connects Browse-ai, Google-sheets. Monitor a website's pricing page with Browse AI and store the information on a Google Sheet. Customize and deploy in minutes.

Extract data from documents in bexio

A ready-to-use Make workflow that connects Bexio, Koncile-advanced-ocr. Extract data from documents in bexio. Customize and deploy in minutes.

Extract text from Google Drive image / pdf, translate and extract entities from text

Use this template to extract Text from images and PDF (OCR) then Translate text and Extract named entities. Created by tech@edenai.co

Run Apify actor and create records in Airtable from dataset items

Automatically run an Apify actor, fetch dataset items, and create records in Airtable. Streamline data processing and organization with Apify and Airtable integration.

Extract completed documents from PandaDoc using Koncile OCR

A ready-to-use Make workflow that connects Pandadoc, Koncile-advanced-ocr. Extract completed documents from PandaDoc using Koncile OCR. Customize and deploy in minutes.

BrowserAct Capterra Alternative Finder

This template automates software-alternative research using Capterra. The user sends a product name through Telegram, and the scenario identifies the intent using Make AI Toolkit. BrowserAct then visits the Capterra product page, enters the product name, opens the corresponding result, scrolls to the alternatives section, and extracts structured data from both “Top Alternatives” and “All Alternatives.” The scraped information includes product titles, pricing, free-trial options, satisfaction scores, and related metrics. After extraction, the data is passed to Gemini AI, which formats the results into a clean, readable comparison list optimized for user consumption. Telegram then sends the final report back to the user. This workflow is ideal for anyone who needs fast, automated product-comparison research—such as software buyers, market analysts, SaaS reviewers, or productivity enthusiasts. It eliminates manual searching and instantly provides a curated set of alternative tools with key details.

Extract data from Trello attachments with Koncile OCR

A ready-to-use Make workflow that connects Trello, Koncile-advanced-ocr. Extract data from Trello attachments with Koncile OCR. Customize and deploy in minutes.

Scrape Linkedin Profile (Company) and Store in Google Sheets

This template allows you to scrape a companies LinkedIn profile. You can scrape all information including company information, employees and related profiles. I created this google sheets template that can get you started, simply make a copy of this sheet and use that in all of the Google Sheets modules. You can find it here: https://docs.google.com/spreadsheets/d/1Nc5VyhfJafs39-HIXbRPaYVWqSpWYgzyrjIAzHZ22DQ/edit?usp=sharing

Supply Chain Price Optimization (Grocery)

we are using BrowseAct to collect data, which is then parsed from JSON format and processed by an iterator. After the initial data is saved to a database, it is sent to an AI for comparison. The AI's response is also parsed and processed by a second iterator. The final results are saved and then sent as a text message using a Telegram Bot.

BrowserAct Movie Subtitle Automation

This scenario creates a fully automated movie-subtitle assistant for Telegram. When the user sends a movie name, the bot extracts the title using AI, triggers a BrowserAct workflow to scrape subtitle sources, and writes the results into Google Sheets. Gemini AI converts the movie, language, and row data into a Telegram inline-keyboard JSON. The bot then sends a list of subtitle languages back to the user. When the user taps a button, the callback_data is captured by the scenario. The bot uses the row number to locate the correct subtitle link, fetches the SRT file via HTTP, and sends it directly to the chat. Included steps: 1. Telegram Watch Updates – receives text or callback queries 2. Make AI Toolkit – extracts clean movie title or row index 3. BrowserAct – loads subtitle pages and gathers language links 4. Google Sheets – stores, searches, and retrieves subtitle info 5. Gemini AI – builds valid inline-keyboard JSON 6. Telegram Send Message – displays language list 7. HTTP – downloads the subtitle file 8. Telegram Send Document – delivers SRT to the user This template is ideal for anyone needing a fast subtitle-finder bot, combining web automation, AI processing, and Telegram interactivity in one workflow.

Detect text from Google Drive files and add structured data to Google Sheets using ChatGPT

A ready-to-use Make workflow that connects Google-drive, Googlecloudvision, Openai-gpt-3. Detect text from Google Drive files and add structured data to Google Sheets using ChatGPT. Customize and deploy in minutes.

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Communication (2,463)AI (1,930)Business Operations & ERPs (1,540)Other (1,425)Productivity (1,202)Marketing (1,145)Data & Analytics (995)File & Document Management (802)CRM - Sales (604)Notifications (580)

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