Data Extraction Workflows
AI data extraction and parsing
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.
Make$3.99BrowserAct Extracts Raw Webpage Text from Google Sheet Sites
Automate raw webpage text extraction from Google Sheets-listed sites with this workflow. Stop manual text scraping and get AI-processed data updated back to Sheets automatically. WHAT IT DOES: Extracts raw webpage text from sites in Google Sheets via BrowserAct Processes text using Make AI Toolkit (analysis, formatting, etc.) Updates processed data back to Google Sheets rows Runs automatically on Google Sheets triggers HOW IT WORKS: Google Sheets searches rows to trigger the workflow BrowserAct runs a workflow to extract raw text from target webpages Make AI Toolkit processes the text (parsing, analyzing, etc.) Updates processed text to the corresponding Google Sheets row REQUIREMENTS: BrowserAct account with webpage text extraction workflows Google Sheets for site URLs and data storage Make AI Toolkit access for text processing PERFECT FOR: Content researchers, data analysts, and teams needing automated web text extraction and AI processing from Google Sheets. TIME SAVED: 100-200 hours/year SETUP TIME: 30-45 mins Streamline web text extraction and AI processing with this automated Google Sheets-BrowserAct workflow!
Make$4.99BrowserAct 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!
Make$4.99BrowserAct Automated Data Collection to Airtable
Automate web scraping with BrowserAct and upload data directly to Airtable for analysis and organization. Important: Your BrowserAct workflow must be saved in your account before using this template. Use Cases: - Competitor monitoring - Product data collection - Market research automation - Lead generation Customize the workflow and data mapping to match your specific scraping needs.
Make$4.99Extract completed documents from Zoho Sign using Koncile OCR
A ready-to-use Make workflow that connects Zoho-sign, Koncile-advanced-ocr. Extract completed documents from Zoho Sign using Koncile OCR. Customize and deploy in minutes.
Make$4.99Extract products from Product Hunt with Browse AI, send to Notion and share on Slack
A ready-to-use Make workflow that connects Browse-ai, Builtin, Notion. Extract products from Product Hunt with Browse AI, send to Notion and share on Slack. Customize and deploy in minutes.
Make$4.99BrowserAct 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.
Make$3.99Search and create records in Airtable with data from Browse AI
A ready-to-use Make workflow that connects Browse-ai, Builtin, Airtable. Search and create records in Airtable with data from Browse AI. Customize and deploy in minutes.
Make$4.99BrowserAct: Automated Daily Instagram Feed Summaries & AI Analysis for Telegram Channel
Automate web data extraction and AI analysis, delivering insights to Telegram seamlessly. Stop manual workflow management and get AI-powered results in your Telegram channel automatically. WHAT IT DOES: Triggers BrowserAct workflows on schedule (daily, hourly, etc.) for targeted web data extraction Processes extracted data via Make AI Toolkit (analysis, summarization, sentiment analysis, etc.) Sends formatted AI-driven results to your channel via Telegram Bot Runs automatically with no manual effort HOW IT WORKS: BrowserAct initiates a pre-configured workflow to extract web data (webpages, social posts, etc.) Make AI Toolkit processes the data (performs analysis, summarization, or custom AI tasks) Telegram Bot delivers the AI-analyzed output as text messages/replys to your Telegram channel REQUIREMENTS: BrowserAct account with pre-built data extraction workflows Make AI Toolkit access for data processing Telegram Bot configured for message sending PERFECT FOR: Content teams, data analysts, and businesses needing automated web insights with AI analysis delivered to Telegram. TIME SAVED: 80-150 hours annually SETUP TIME: 25-40 minutes Streamline your data-to-insights pipeline—automate BrowserAct extraction, AI analysis, and Telegram delivery in one workflow!
Make$3.99Extract data from Invoices received on Gmail with Eden AI
A ready-to-use Make workflow that connects Google-email, Edenai, Google-sheets. Extract data from Invoices received on Gmail with Eden AI. Customize and deploy in minutes.
Make$4.99BrowserAct 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.
Make$3.99Extract 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).
Make$4.99Extract and structure data from documents in Google Drive
A ready-to-use Make workflow that connects Google-drive, Koncile-advanced-ocr. Extract and structure data from documents in Google Drive. Customize and deploy in minutes.
Make$3.99BrowserAct Product Advisor Workflow
This template creates an intelligent product review assistant for Telegram. When a user sends a message, the scenario checks whether they are really asking about a product. If the question is valid, AI extracts a clean product name and BrowserAct visits Google and Reddit to collect real-world reviews and discussions. A second AI step then summarizes all findings into a clear message with product overview, pros, cons, and a final recommendation. The result is sent back to the same Telegram chat, using friendly formatting that is easy to read on mobile. If the original message is not about a product, the bot simply asks the user to provide more details instead of wasting API calls. Use this template to quickly launch a smart commerce assistant that helps users decide what to buy, based entirely on live web data and conversational AI.
Make$3.99Extract 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.
Make$4.99Automate AI Powered Invoice Processing with PDF.co
A ready-to-use Make workflow that connects Google-drive, Pdf-co, Google-sheets. Automate AI Powered Invoice Processing with PDF.co. Customize and deploy in minutes.
Make$4.99BrowserAct 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.
Make$2.99Extract 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.
Make$4.99BrowserAct YouTube Thumbnail Fetcher
This template allows you to request YouTube thumbnails directly from Telegram. When a user sends a keyword to your bot, the workflow uses AI to refine the query and BrowserAct to run a YouTube search. The resulting data is parsed, and each video item is processed individually. The template then cleans the thumbnail URL to remove tracking parameters and prepares a pure image link. Finally, the bot sends the thumbnail back to the user along with the video title and a direct link. This template is ideal for bots that need to preview video content quickly, content creators selecting thumbnails, research assistants, or automated media workflows. It requires a Telegram bot, a BrowserAct connection, and Make’s AI Toolkit. All modules are preconfigured, and each step includes clear mapping and help text so you can easily adjust the logic to your needs. To use the template, simply connect your Telegram bot and BrowserAct account, then run the scenario and send a message to your bot.
Make$4.99Extract any data from PDFs in AWS S3
A ready-to-use Make workflow that connects Aws-s3, Koncile-advanced-ocr. Extract any data from PDFs in AWS S3. Customize and deploy in minutes.
MakeFreeRetrieve new records from Airtable and train Leap AI models with the record data
Boost your AI capabilities by retrieving new records from Airtable and training Leap AI models with record data, enhancing automation and data-driven insights.
Make$2.99Run Apify tasks and add results to Google Sheets
Automatically run Apify tasks and fetch results to update Google Sheets. Streamline data processing by integrating Apify and Google Sheets for real-time insights.
Make$3.99Extract 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.
Make$4.99BrowserAct 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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