Data Extraction Workflows
AI data extraction and parsing
BrowserAct Flipboard News Scraper & Google Sheets Sync
This template provides a fully automated workflow for collecting news from Flipboard and saving it into Google Sheets. The process starts with BrowserAct, which opens the Flipboard page, scrolls through the content, and extracts each article’s title, summary, reference link, and image. The raw output is then parsed through a JSON module to convert the data into a clean, structured format. Next, the workflow creates a new sheet named with the completion timestamp, ensuring each run is organized and easy to track. All extracted articles are added into Google Sheets, with each row containing the full set of article details. Finally, the workflow sends a Slack message to confirm that the job has finished successfully. This helps you monitor automation runs without checking Make manually. This template is designed for non-technical users and requires no coding. Once configured, it can run on demand or be scheduled to fetch new Flipboard content automatically.
Make$4.99BrowserAct 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$3.99[AI Tools 101] AI web scraping with Google Sheets
A ready-to-use Make workflow that connects Http, Regexp, Anthropic-claude. [AI Tools 101] AI web scraping with Google Sheets. Customize and deploy in minutes.
Make$4.99BrowserAct 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$3.99Extract 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 YouTube Channel Analyzer
This template provides a fully automated YouTube Channel Optimization workflow. Simply enter any YouTube channel link, and the system will run a complete end-to-end analysis. How it works: BrowserAct Simulation BrowserAct visits the channel like a real user, expands descriptions, opens the Videos tab, and enters each video page. It collects channel info, thumbnails, video details, and user comments. Data Processing with Gemini All extracted JSON data is sent to Gemini with a strict system prompt. Gemini analyzes patterns across videos and comments, identifies recurring problems, highlights strengths, and generates clear, actionable recommendations. Structured Output to Google Sheets The final insights are converted into a clean JSON array, split into individual rows, and written into Google Sheets. Each row includes: Problem title Detailed analysis Suggested improvements What you get: A ready-to-use optimization report that helps you understand your channel’s weaknesses, viewer feedback trends, and specific steps to improve engagement and content performance.
Make$4.99BigML 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.
Make$3.99Extract 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 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$4.99Search 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$4.99Extract 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.
MakeFreeExtract information from resumes into Encharge with Eden AI
A ready-to-use Make workflow that connects Google-drive, Edenai, Encharge. Extract information from resumes into Encharge 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.
Make$3.99Extract 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 Forbes Category News Scraper
This template automates the full pipeline of news content delivery from Forbes to Telegram. The workflow starts with a Google Sheet that defines the target category (such as innovation or business). Make iterates through the input and triggers a BrowserAct workflow to open the corresponding Forbes section, handle scrolling or pagination, and extract structured article data including headline, author, image URL, and article link. The extracted data is parsed and processed item by item. A short delay is applied to ensure stable execution and avoid rate limits. Each article is then sent to Google Gemini AI, which rewrites and refines the headline, formats the author credit, and generates Telegram-ready content following strict output rules. A router determines the delivery format: – If an article includes a valid image, it is published as a photo post with a caption. – If no image is available, it is published as a text-only message. All messages are sent using HTML formatting to ensure clean layout, bold headlines, and clickable links. This template is ideal for automated news curation, Telegram channel operations, media monitoring, and real-time content distribution without manual editing.
Make$4.99Extract data from Gmail attachments with Koncile OCR
A ready-to-use Make workflow that connects Google-email, Koncile-advanced-ocr. Extract data from Gmail attachments with Koncile OCR. Customize and deploy in minutes.
Make$3.99Monitor your competitors on TikTok and get the data to Google Sheets
A ready-to-use Make workflow that connects Apify-tiktok-scraper, Google-sheets. Monitor your competitors on TikTok and get the data to Google Sheets. Customize and deploy in minutes.
Make$2.99Extract 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$3.99Extract 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$4.99Extract 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$4.99Automate 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$4.99Send a slack message when a new BigML prediction is created
With this automation, you can send a Slack message whenever a new prediction is created in BigML.D Don't forget to set the webhook to receive the notification for the creation of the prediction.
Make$3.99AI Crawling for ChatGPT, DeepSeek, and Claude
A ready-to-use Make workflow that connects Apify-ai-website-crawler, Builtin. AI Crawling for ChatGPT, DeepSeek, and Claude. Customize and deploy in minutes.
Make$2.99Supply 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.
Make$9.99
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