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Data Extraction Workflows

AI data extraction and parsing

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.
MakeFree
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
MakeFree

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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 [email protected]

MakeFree

Scrape references from Google AI Mode with DataForSEO

A ready-to-use Make workflow that connects Dataforseo, Builtin, Google-sheets. Scrape references from Google AI Mode with DataForSEO. Customize and deploy in minutes.

Run 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.

Run a Browse AI task from new RSS articles and specific data in Google Sheets

A ready-to-use Make workflow that connects Rss, Google-sheets, Browse-ai. Run a Browse AI task from new RSS articles and specific data in Google Sheets. Customize and deploy in minutes.

BigML anomaly creation from webhook

A ready-to-use Make workflow that connects Gateway, Bigml, Android. BigML anomaly creation from webhook. Customize and deploy in minutes.

Extract keywords from Google Form responses into Airtable with Eden AI

A ready-to-use Make workflow that connects Google-forms, Edenai, Airtable. Extract keywords from Google Form responses into Airtable with Eden AI. Customize and deploy in minutes.

Scrap prices from any page with HTML/CSS, Cloud Vision and MonkeyLearn

A ready-to-use Make workflow that connects Html-css-to-image, Googlecloudvision, Monkeylearn. Scrap prices from any page with HTML/CSS, Cloud Vision and MonkeyLearn. 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

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.

BrowserAct-Powered Movie Recognition & Search Bot

This template builds an AI-powered Movie Finder assistant connected to Telegram. It can identify movies from user text, screenshots, or other files by combining Google Gemini and BrowserAct’s “AI Film Finder Bot: Smart Scene & Concept Identification” workflow. Text route: When a user sends a message, the scenario checks whether it looks like a movie description. Valid inputs are rewritten by Gemini into a clean, structured description. The bot sends this refined text back to the user, then calls the BrowserAct Film Finder workflow with the description (and optional FilmFinder / Google URLs). BrowserAct searches the web, returns a JSON list of candidate movies and summaries, and Gemini turns that JSON into a friendly “movie analysis” block that is sent back to Telegram. File route: When a user sends an image or other attachment, the file is downloaded from Telegram and uploaded to Gemini. After a short delay to allow processing, Gemini analyzes the visual content and produces a single, compact paragraph describing the scene. That paragraph is then used in the same Film Finder workflow to search for matching movies, and the final results are again summarized by Gemini and returned to the chat. This template is ideal for building a conversational movie assistant or recommendation bot that can understand either written descriptions or visual clues and reply with likely movies, short summaries, and optional similar-title suggestions—fully formatted for Telegram.

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.

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.

Send data from a Webhook to Make AI Tools and add the results to a Google Sheet

A ready-to-use Make workflow that connects Gateway, Ai-tools, Google-sheets. Send data from a Webhook to Make AI Tools and add the results to a Google Sheet. Customize and deploy in minutes.

BrowserAct 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.

Extract data from documents in OneDrive and download CSV/XLSX

A ready-to-use Make workflow that connects Onedrive, Koncile-advanced-ocr. Extract data from documents in OneDrive and download CSV/XLSX. Customize and deploy in minutes.

BrowserAct Smart Site Evaluation Pipeline

This automation uses BrowserAct and Google Gemini to perform a full website analysis and save structured insights into Google Sheets. Simply enter one or more website URLs in your input sheet, and the workflow will: Open each site using BrowserAct Extract visual, structural, and content information Send the data to Gemini for evaluation Identify specific problems on the page Generate clear, actionable recommendations Write results into the “Problems” sheet in a clean JSON → table format Perfect for marketers, UX designers, SEO specialists, and teams who need quick, automated website audits without manual review. No technical experience required — just paste URLs and run.

Extract 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.

Extract data from invoices using OCR

A ready-to-use Make workflow that connects Quickbooks, Koncile-advanced-ocr. Extract data from invoices using OCR. Customize and deploy in minutes.

BrowserAct: 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!

BrowserAct 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.

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Related categories

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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