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Telegram workflows

135 results — all source-linked n8n references

ACgooglecalendarW
free

Run a Telegram productivity assistant with OpenRouter, Google Calendar, and Todoist

Quick overview This workflow turns Telegram into a personal assistant that manages your Google Calendar and Todoist, sends daily briefings, and alerts you when meetings are booked or things break. How it works Morning briefing - Every day at a set time, the workflow checks your Google Calendar for today's events and your Todoist for open tasks, then sends you two Telegram messages: a calendar rundown and a task summary grouped by project with priority flags. Cal.com booking alerts - When someone books, reschedules, or cancels a call on Cal.com, or a meeting ends, the workflow catches the webhook and sends you a Telegram notification with the attendee's name, email, meeting title, and time. Talk to your assistant on Telegram - Message the bot with text or a voice note. Voice notes get transcribed automatically. Your message goes to an AI agent that can read, create, update, or delete calendar events, and create, find, update, complete, or delete Todoist tasks, all through natural conversation. The agent replies back in the same chat. Error alerts - If any part of the workflow fails, you get a Telegram message with the failed node, the error, and a link to the execution, so you catch

by Mariyan Nijan
Atelegram
free

Reply to Telegram voice messages with Smallest.ai and Google Gemini

Quick Overview This workflow listens for Telegram bot messages, detects voice audio, downloads the audio file, transcribes it with Smallest.ai, and uses a Google Gemini–powered AI agent to draft a helpful reply that is sent back to the same Telegram chat. How it works Triggers when a new message is received by your Telegram bot. Checks whether the incoming message contains a voice/audio attachment. Downloads the audio file from Telegram using the message’s file ID. Sends the audio to Smallest.ai Speech-to-Text to generate a transcription. Passes the transcription and chat ID to a LangChain AI agent backed by Google Gemini to generate a suggested reply. Sends the formatted response back to the originating Telegram chat. Setup Create a Telegram bot with BotFather, then add your Telegram credentials/token to the Telegram Trigger, file download, and Telegram reply tool nodes. Add your Smallest.ai API credentials to the transcription step. Add your Google Gemini (Google AI) credentials to the chat model used by the AI agent. Start the workflow and message your Telegram bot with a voice note to test the end-to-end transcription and reply.

by Zain Khan
Aopenaichatmodeltelegram
free

Generate and publish AI short videos from Telegram using Blotato and OpenAI

Quick overview This workflow accepts a content idea via Telegram, uses OpenAI to write a short cross-platform caption, generates a vertical AI video with Blotato, and publishes it to TikTok, Instagram, Facebook, and X (Twitter), then confirms the result back in Telegram. How it works Receives a message (your content idea) via a Telegram bot trigger. Uses the incoming text to set the video prompt and posting options like TikTok privacy and the AI-generated flag. Sends the prompt to OpenAI to generate a single short caption (max 280 characters) to reuse across all platforms. Creates a 9:16 AI video in Blotato using a selected template and predefined template inputs (for example profile name and image). Waits and repeatedly checks Blotato until the video render status is marked as done. Publishes the rendered video and the generated caption to TikTok, Instagram Reels, Facebook Reels, and X (Twitter) via Blotato. Sends a Telegram message confirming the video has been published. Setup Install and enable the Blotato community node in your n8n instance (or enable Verified Community Nodes on n8n Cloud) and add a Blotato API credential. Connect your Blotato account to TikTok, Instagram, Fac

by Dr. Firas
Csheets
free

Process prescription orders and refills with Telegram, Google Gemini and Sheets

Quick overview This workflow lets customers order and refill prescriptions via Telegram by extracting medicines from prescription images with Google Gemini, checking and updating inventory in Google Sheets, and sending order summaries and status updates, with delivery updates handled by a webhook and error alerts posted to Slack. How it works Triggers when a Telegram message is received, normalizes it, and routes it based on whether it contains a prescription image/document or the REFILL, STATUS, or CONFIRM command. For prescription images/documents, it downloads the file from Telegram and uses Google Gemini vision to extract medicines, dosages, and quantities from the prescription. It looks up each extracted medicine in a Google Sheets Inventory tab, deducts stock for items that are available, and aggregates the priced order lines. It creates a new pending order in a Google Sheets Orders tab and sends the customer a Telegram order summary with the total and a prompt to reply CONFIRM. For STATUS/REFILL/CONFIRM messages, it reads the relevant order from Google Sheets, sends the current status via Telegram, creates a new pending refill order, or updates the pending order status to co

by Rahul Joshi
Csheets
free

Manage restaurant orders, upsells, and payments with Telegram, OpenAI, Razorpay, and Google Sheets

Quick overview This workflow runs a Telegram restaurant ordering flow that uses OpenAI to parse orders and suggest an upsell, sends a Razorpay payment link, confirms paid orders via a Razorpay webhook, logs orders and feedback in Google Sheets, notifies the kitchen, sends delivery updates, and posts error alerts to Slack. How it works Receives a customer’s order message in Telegram and sends it to OpenAI to extract items, quantities, subtotal, and a suggested upsell. Replies in Telegram with an order summary and upsell prompt, then waits for the customer to respond. When the customer replies, calculates the final total (including the upsell when accepted) and sends a Razorpay payment link in Telegram. Receives the Razorpay payment.captured webhook, extracts payment details, confirms payment to the customer in Telegram, and posts a kitchen ticket to a dedicated Telegram chat. Appends the paid order to an Orders tab in Google Sheets and calculates ingredient deductions to update the same sheet against the order. Waits through prep and delivery windows and then sends delivery tracking followed by a Telegram feedback request. Captures the customer’s rating in Telegram, calculates loyal

by Rahul Joshi
ADembeddingsopenaiW
free

Answer HR and IT policy questions on Telegram with OpenAI and Postgres PGVector

Quick overview This workflow builds a searchable HR policy knowledge base from a PDF and runs a Telegram helpdesk bot that answers employee questions from that content, handling both text messages and voice notes via OpenAI transcription and retrieval from a Postgres PGVector vector store. How it works Manually runs once to download an HR policy PDF over HTTP and extract its text. Splits the extracted policy text into chunks, generates OpenAI embeddings, and inserts the vectors into a Postgres PGVector store. Triggers on new Telegram messages sent to your bot. Routes incoming Telegram updates by type, sending text directly to the assistant, transcribing voice messages with OpenAI, or replying that other formats are unsupported. Uses an OpenAI chat model with Postgres-backed chat memory and a PGVector retrieval tool to answer questions grounded in the stored policy content. Sends the final answer back to the user in Telegram. Setup Add an OpenAI API key for embeddings, chat completions, and audio transcription. Set up a Postgres database with the PGVector extension enabled and add the Postgres credentials for both the vector store and chat memory. Create a Telegram bot with BotFathe

by Redowan Ahmed Farhan
Cgoogledrivegoogletasks
free

Create Google Tasks from Tactiq meeting transcripts using OpenAI and Telegram

Quick overview This workflow monitors a Google Drive folder for new Tactiq transcript files, uses OpenAI to extract explicit action items, creates matching Google Tasks, sends a Telegram notification, and logs each processed transcript in an n8n Data Table to prevent duplicate processing. How it works Triggers when a new file is created in a specified Google Drive folder (or on an optional 12-hour schedule). Loads previously processed transcript filenames from an n8n Data Table and lists files in the target Google Drive folder. Filters out files that have already been processed, then downloads each new transcript and converts it to plain text. Sends the transcript text to OpenAI to return strict JSON containing only explicit action items with an owner, optional due date, and an evidence quote. Creates a Google Task for each extracted action item, including source transcript details in the task notes, and sends a Telegram error message if task creation fails. Records the transcript as processed in the n8n Data Table (including zero-task transcripts) and sends a Telegram success message. Setup Add credentials for Google Drive, Google Tasks, OpenAI, and Telegram. Create or choose an n

by Sergio Sanchez G
Ctelegram
free

Route rental payment and receipt messages with Telegram and OpenAI GPT-4.1

Quick overview This demo workflow listens for Telegram rental messages, routes receipt-related commands, uses OpenAI to classify payments, costs, and booking summaries, then replies with parsed details and a sample receipt flow. How it works Triggers when a new Telegram message is received. Routes the message into one of four paths: full /receipt command, receipt request, receipt date reply, or general rental tracking. If a full /receipt command is provided, it parses client, property, stay dates, amount, and transaction details and replies in Telegram with the extracted fields. If the user sends a receipt request, it looks up the last saved payment for that Telegram chat and either prompts the user for stay dates or returns an error if no payment is stored. If the user replies with stay dates during a pending receipt flow, it combines those dates with the stored payment to build receipt details and replies with either a “ready to generate” summary or an error message. For all other messages, it sends the text to OpenAI to classify it as payment, cost, or booking summary, normalizes the JSON result, and replies in Telegram with the parsed output. When a payment is detected, it extr

by Alassane
BCgoogledocs
free

Create SEO blog posts from YouTube videos with Gemini and Google Docs

Quick overview Submit a YouTube URL and get a publish-ready SEO blog post. Three Gemini agents research the video, write the article, and score it. Articles scoring 7+ auto-publish to Google Docs. Lower scores route to Telegram for review. How it works The workflow starts when a POST request hits the webhook with a YouTube URL, optional target keyword, and tone. A Code node extracts the video ID and validates the URL format, then an HTTP Request node calls YouTube Data API v3 to pull the video title, description, channel name, and tags. Three Basic LLM Chain nodes run in sequence, each powered by a Google Gemini Flash sub-node connected via the native ai_languageModel port. The first chain (Research Agent) receives the video context and returns a structured JSON brief containing an SEO title, four H2 headings, primary keyword, secondary keywords, key insights, target audience, and a content angle. A Code node parses this output with a JSON fallback in case Gemini adds unexpected formatting. The second chain (Writer Agent) takes the research brief and writes a complete 1,000–1,400 word blog post following strict rules: flowing paragraphs over bullet lists, primary keyword used 3–5 t

by Ibrahim
gmailtelegramtextclassifier
free

Label incoming Gmail messages with Google Gemini and Telegram alerts

Quick overview This workflow polls Gmail for new emails, uses Google Gemini via an n8n AI text classifier to categorize each message by subject and snippet, and automatically applies the matching Gmail label, sending a Telegram alert if classification errors occur. How it works Checks Gmail every minute for new emails using the Gmail Trigger. Sends the email subject and snippet to a Google Gemini-powered text classifier to assign a category (Personal, Job, Study Related, Bank, Social, OTP, or Misc). Adds the corresponding Gmail label to the message in Gmail based on the predicted category. Sends a Telegram message to the configured chat ID if the classifier step produces an error. Setup Connect your Gmail account using Gmail OAuth2 and ensure the trigger has access to the mailbox you want to label. Add a Google Gemini (PaLM) API key credential for the AI classification step. Create (or choose) the target Gmail labels and replace the label IDs in each “addLabels” action with your own. Add Telegram bot credentials and set the correct chat ID in the Telegram message step (or disable it if you don’t want error alerts).

by Yuvraj Soni
Acalln8nworkflowtoolW
free

Turn Telegram into a French fitness coach with Claude, OpenAI and Google Sheets

Quick overview This workflow turns a Telegram chat into a French-speaking fitness and nutrition coach that can handle text or voice messages, use Anthropic for responses, log and read training/nutrition data in Google Sheets, and schedule workouts in Google Calendar. How it works Triggers when a new Telegram message is received. Detects whether the incoming message is a voice note and, if so, downloads it from Telegram and transcribes it with OpenAI. Normalizes the user message, chat ID, and current date fields for downstream processing. Uses an Anthropic chat model with short-term session memory to generate a coaching response and decide when to call tools. Reads from and writes to Google Sheets to fetch or update the user profile, log workouts and meals, retrieve daily nutrition totals, and create or update weekly training and nutrition plans. Optionally creates a workout event in Google Calendar when the user asks to schedule a session. Sends the generated response back to the user in Telegram. Setup Create and connect credentials for Telegram, Anthropic, OpenAI (for audio transcription), Google Sheets OAuth2, and Google Calendar OAuth2. Replace YOUR_SHEET_ID_HERE and select the

by mounir
ACWopenaichatmodel
free

Create vertical AI videos from web articles with OpenAI, Seedance and Blotato

Quick overview This workflow accepts an article URL from Telegram, extracts the page text, uses OpenAI to generate a Seedance 2.0 video prompt plus platform-specific captions, creates a vertical video via the AtlasCloud Seedance API, then publishes it to TikTok, Instagram, and YouTube through Blotato and confirms back on Telegram. How it works Receives a message in Telegram containing a web article URL. Fetches the web page HTML, strips it to plain text, and truncates the extracted content for prompting. Uses OpenAI to turn the URL and extracted text into a Seedance 2.0 text-to-video prompt plus TikTok and Instagram captions and a YouTube title and description. Submits the generated prompt to the AtlasCloud Seedance 2.0 generateVideo API with the configured duration, resolution, and FPS. Polls the AtlasCloud prediction endpoint on a wait interval until the video status returns completed/succeeded. Publishes the resulting video URL to TikTok, Instagram, and YouTube via Blotato using the generated captions and YouTube metadata. Sends a Telegram confirmation message that includes the video title and the final video URL. Setup Create a Telegram bot with @BotFather, add Telegram credent

by Dr. Firas
ACgooglecalendaropenaichatmodel
free

Triage telehealth appointments with GPT-4o-mini, Telegram, Google Calendar

Quick overview This workflow collects telehealth appointment details via an n8n Form, uses OpenAI (GPT-4o-mini) to score no-show risk, then sends Telegram reminders and confirmations and updates Google Calendar based on the patient’s response, with Slack alerts on workflow errors. How it works Receives a new appointment submission from an n8n Form with patient, appointment, and Telegram chat details. Sends the appointment data to OpenAI (GPT-4o-mini) to generate a 0–100 no-show risk score and explanation. Routes the flow based on the risk score, sending a single friendly Telegram reminder for low-risk patients. For high-risk patients, sends escalating Telegram reminders and a final message that waits for a confirmation or cancellation reply. If the patient cancels, creates a new “rescheduled” time slot in Google Calendar and sends the patient a Telegram reschedule acknowledgement. If the patient confirms, updates the existing Google Calendar event to note the confirmation and sends a Telegram confirmation message. If any step fails, posts an error notification to a Slack channel. Setup Add credentials for OpenAI (Chat), Telegram Bot, Google Calendar OAuth2, and Slack OAuth2 used fo

by Rahul Joshi
ACtelegram
free

Extract post-call glossary terms from transcripts with Anthropic Claude and Telegram

Quick overview This workflow accepts a meeting transcript via an n8n form or webhook, uses Anthropic Claude to extract technical terms and acronyms into a JSON glossary, and then sends either the formatted glossary or a “nothing to add” confirmation to Telegram. How it works Receives a transcript either from an n8n form submission or from an HTTP POST webhook. Normalizes the incoming payload into consistent transcript and sessionId fields. Sends the full transcript to an Anthropic Claude chat model to extract distinct technical terms and short definitions as a strict JSON block. Parses the model’s JSON response into structured fields and checks whether any terms were found. Formats a numbered glossary message when terms exist and sends it to a Telegram chat. Sends a short “Nothing to add” message to Telegram when no relevant terms are found. Setup Add an Anthropic API credential and select the model in the Anthropic Claude chat model node. Create a Telegram bot, add Telegram credentials in n8n, and replace `` with your target Telegram chat ID in both Telegram send steps. If using the webhook trigger, copy the webhook URL and configure your transcription tool to POST JSON like { "tr

by Marco Venturi
Acodetoolgroqchatmodelhttprequesttool
free

Run a multi-tool Telegram AI assistant with Groq Llama 3.3

Quick overview This workflow turns a Telegram bot into a personal assistant J.A.R.V.I.S - powered by Groq (Llama 3.3 70B) and a LangChain agent with chat memory, using tools for web search, weather, news, Wikipedia lookups, calculations, date/time, jokes, and URL reading. How it works Triggers when a new Telegram message is received by your bot. Sends the message text to a LangChain agent running on Groq’s chat model, using the Telegram chat ID to keep a rolling memory of the conversation. When needed, the agent calls external tools such as Tavily (web search), OpenWeatherMap (weather), NewsAPI (news), Wikipedia, JokeAPI, and a URL fetcher to gather or summarize information. For math and date/time questions, the agent runs built-in code tools to compute results or return the current date and time. Returns the agent’s final response to the same Telegram chat. Setup Create a Telegram bot with @BotFather, add a Telegram API credential in n8n, and select it in both the Telegram Trigger and Telegram send-message step. Add a Groq credential in n8n and ensure the Groq chat model is selected in the workflow. Replace placeholders with your API keys: YOUR_TAVILY_API_KEY (Tavily), YOUR_OPENWE

by Utkarsh Kapoor
ACW
free

Post daily motivational quote images to Telegram with Gemini and HTML to Image

Quick overview This workflow runs daily on a schedule, uses Google Gemini to generate a short motivational quote and author, renders it into an image via htmlcsstoimg.com, and posts the resulting photo to a Telegram channel. How it works Runs once per day at the configured hour using a schedule trigger. Sends a prompt to Google Gemini to generate an original motivational quote and an author name in a strict two-line format. Extracts the quote and author from the Gemini response and falls back to default values if parsing fails. Calls the htmlcsstoimg.com API to render the quote and author into a styled 1080×1080 image using an HTML/CSS template. Sends the generated image URL to Telegram and posts it as a photo to the configured channel. Setup Add Google Gemini (PaLM) API credentials in n8n for the quote generation step. Create a Telegram bot with @BotFather, add it as an admin to your target channel, and connect the bot token as a Telegram credential in n8n. Sign up for an htmlcsstoimg.com API key and set it in the HTTP request header as CLIENT-API-KEY. Replace @your_channel_username with your Telegram channel username and adjust the schedule time and quote prompt as needed.

by Kanishka Shrivastava
Anotiontelegram
free

Convert Telegram messages to to-do lists with Gemini and Notion

Quick overview This workflow turns incoming Telegram bot text messages into a numbered to-do list using Google Gemini, saves the result as a new page in a Notion database, and replies to the user in Telegram with the same extracted task list. How it works Triggers whenever your Telegram bot receives a new message. Checks whether the incoming message contains text and ignores non-text updates. Sends the message text to Google Gemini to extract a clean, numbered to-do list (or returns “No tasks found.”). Creates a new page in a Notion database and stores the extracted to-do list. Sends the extracted to-do list back to the user in the original Telegram chat. Setup Create a Telegram bot with @BotFather, add your Telegram credentials in n8n, and use the trigger’s webhook/connection to start receiving updates. Add a Google Gemini (PaLM) API credential for the AI extraction step. Add a Notion credential, select the target database, and ensure it has suitable properties to store the page title and extracted to-do content.

by Kanishka Shrivastava
AWopenaichatmodeltelegram
free

Repurpose YouTube Shorts from Telegram to Facebook, Instagram and TikTok with Apify and OpenAI

Quick overview This workflow listens for a YouTube Short link sent to a Telegram bot, downloads the video metadata and MP4 URL via Apify, generates a repost caption with OpenAI, uploads the video to Blotato, publishes it as a Facebook Reel, Instagram Reel, and TikTok post, then confirms back in Telegram. How it works Triggers when a message containing a YouTube Short URL is received by your Telegram bot. Sends the URL to an Apify YouTube downloader actor to retrieve the Short’s title and direct MP4 format URLs. Selects the best MP4 with audio up to the configured resolution and uploads it to Blotato to get a stable hosted media URL. Uses OpenAI (via the LangChain agent) to generate a short caption from the video title using your caption rules. Publishes the hosted video and generated caption to Facebook (as a Reel), Instagram (as a Reel), and TikTok via Blotato, continuing even if one platform publish fails. Sends a Telegram message confirming the publishes and includes the caption that was used. Setup Create a Telegram bot and add its token as an n8n Telegram credential, then start a chat with the bot so it can receive messages. Add an Apify API token as an n8n HTTP Header Auth cr

by Dr. Firas
AWopenaichatmodelstructuredoutputparser
free

Create Seedance 2.0 short videos from Telegram ideas with OpenAI and Blotato

Quick overview This workflow takes a video idea sent via Telegram, uses OpenAI to generate a Seedance 2.0-ready prompt plus platform-specific captions, creates the video through AtlasCloud’s Seedance API, then publishes it to TikTok, Instagram, and YouTube using Blotato and confirms back in Telegram. How it works Receives a video idea as a Telegram message. Uses OpenAI (via an agent) to generate a structured JSON payload containing a Seedance 2.0 text-to-video prompt plus TikTok and Instagram captions and a YouTube title and description. Submits the prompt to AtlasCloud’s Seedance 2.0 video generation API and requests a 5-second video. Polls AtlasCloud every 30 seconds until the video generation status returns completed/succeeded. Extracts the final video URL and pairs it with the generated captions and YouTube metadata. Publishes the video to TikTok, Instagram, and YouTube via Blotato, then sends a Telegram confirmation message. Setup Create a Telegram bot and add Telegram credentials, then ensure the trigger and confirmation nodes use the correct bot and chat settings. Add an OpenAI API credential and select a chat model (configured for gpt-4o-mini) for prompt and caption generat

by Dr. Firas
Wtelegram
free

Create Veo 3.1 Fast AI shorts from Telegram with AtlasCloud, OpenAI and Blotato

Quick overview This workflow turns a Telegram message into a short AI-generated video using AtlasCloud (Google Veo 3.1 Fast), generates an SEO-friendly title with OpenAI, publishes the video to YouTube and TikTok via Blotato, and sends a confirmation back to Telegram. How it works Triggers when you send a new message to your Telegram bot with a video idea. Sets the Veo model, video duration, and prompt based on the Telegram message. Starts video generation on AtlasCloud and polls the render status every 30 seconds until it completes. Uses OpenAI (GPT-4o-mini) to generate a short, SEO-friendly title in the same language as the prompt. Publishes the rendered video URL and generated title to YouTube via Blotato. Publishes the same video and title to TikTok via Blotato and sends a Telegram confirmation with the title and video URL. Setup Create a Telegram bot with BotFather and add Telegram credentials, then start a chat with the bot so it can receive messages. Add an AtlasCloud API key as HTTP Header Auth and ensure the AtlasCloud endpoints are reachable for both the create and status requests. Add an OpenAI API key for the title generation step. Install and enable the Blotato communi

by Dr. Firas
ACtelegram
free

Generate dividend income reports via Telegram with Google Gemini

Quick overview This workflow listens for Telegram messages, validates the sender, parses an investment amount and risk strategy, builds a predefined dividend ETF/stock allocation, calculates estimated yield and income, and uses Google Gemini to format a concise portfolio report that it sends back in Telegram. How it works Triggers when a new Telegram message is received. Checks the Telegram chat ID against an allowlist to ensure only an approved user can run the workflow. Parses the message text into investment capital and a strategy (conservative, moderate, or aggressive) and sends a Telegram “typing” action while processing. Builds a strategy-based portfolio from predefined tickers and allocations, enriches each holding with preset dividend yield and risk values, and calculates invested amount plus monthly and annual income per holding. Aggregates the holdings into a single portfolio summary with total income and overall portfolio yield. Uses Google Gemini via an AI Agent prompt to generate a Telegram-ready report based strictly on the calculated portfolio data. Sends the formatted DividendIQ report back to the configured Telegram chat. Setup Create a Telegram bot with @BotFather

by Blukaze Automations
AWopenaichatmodel
free

Analyze stocks via Telegram with GPT‑4, TwelveData, NewsAPI and chart images

AI-Powered Stock Analysis Agent is a Telegram-based AI workflow it transforms a simple stock name into a complete trading analysis report. Users send a stock/company name through Telegram, and the workflow automatically: Converts the company name into a stock symbol Fetches multi-timeframe market data Collects recent stock news Performs AI-powered sentiment analysis Generates a chart image Creates a professional BUY / SELL / HOLD report Sends the final analysis back to Telegram Node-by-Node Explanation 1. Telegram Stock Request Trigger What This Node Does This is the entry point of the workflow. It listens for incoming Telegram messages and starts the workflow automatically whenever a user sends a stock/company name. Example Apple Tesla Nvidia 2. Convert to Stock Symbol What This Node Does Uses OpenAI to convert a company name into a valid stock ticker symbol. Example | User Input | AI Output | |---|---| | Apple | AAPL | | Tesla | TSLA | | Microsoft | MSFT | Why This Node Matters Users do not need to know the exact stock ticker symbol. The AI intelligently maps company names into valid trading symbols. 3. Fetch 4H Market Data What This Node Does Fetches 4-hour interval market data

by Jitesh Dugar
Csheetsjinaai
free

Enrich Google Maps business leads using Apify, OpenAI, Jina AI, Telegram and Sheets

Automate your B2B lead generation by scraping Google Maps, generating AI business summaries, and extracting hidden contact emails from websites, all triggered via Telegram. Why Use This Workflow? Time Savings: Reduces lead research time from 4 hours of manual searching to 5 minutes of automated execution per 50 leads. Cost Reduction: Replaces expensive monthly lead database subscriptions with a pay-as-you-go model using Apify and OpenAI. Error Prevention: Uses AI to deduplicate results and ensure company summaries are professional and consistent for your CRM. Scalability: Allows you to trigger massive scraping tasks from your mobile phone via Telegram while the backend handles the heavy lifting. Ideal For Sales Development Reps (SDRs):** Rapidly building targeted lists of local businesses for cold outreach or door-knocking campaigns. Marketing Agencies:** Identifying new businesses in specific sectors (e.g., "Dentists in Paris") to offer SEO or advertising services. Real Estate Investors:** Finding specific commercial properties or business types in a geographic area to identify investment opportunities. How It Works Trigger: The workflow starts when you send a message to your Tele

by Khairul Muhtadin
BCW
free

Summarize YouTube Videos with Gemini AI and Send via Telegram

This automated TLDW (Too Long; Didn't Watch) generator using Decodo's scraping API to extract complete video transcripts and metadata, then uses Google Gemini 3 to create intelligent summaries with key points, chapters breakdown, tools mentioned, and actionable takeaways—eliminating hours of manual note-taking and video watching. Why Use This Workflow? Time Savings: Convert a 2-hour video into a readable 5-minute summary, reducing research time by 95% Comprehensive Coverage: Captures key points, chapters, tools, quotes, and actionable steps that manual notes often miss Instant Accessibility: Receive structured summaries directly in Telegram within 30-60 seconds of sharing a link Multi-Language Support: Process transcripts in multiple languages supported by YouTube's auto-caption system Ideal For Content Creators & Researchers:** Quickly extract insights from competitor videos, educational content, or industry talks without watching hours of footage Students & Educators:** Generate study notes from lecture recordings, online courses, or tutorial videos with chapter-based breakdowns Marketing Teams:** Analyze competitor content strategies, extract tools and techniques mentioned, and

by Khairul Muhtadin