AI Automation
One message in Telegram. Polished posts everywhere.
AI lead generation automation that turns a simple Telegram request into qualified outreach. Our Make.com flow sources prospects from Google Maps via Apify, enriches with Diffbot, audits sites with PageSpeed, and sends personalized email/WhatsApp - fully logged in Airtable.
Overview
We built a production-grade automation that turns a short Telegram message (or a voice note) into a complete, multi-network social post. The scenario writes long-form captions, generates alt text and hashtags, creates a matching image, fetches the media file, stores everything in Airtable, and publishes to LinkedIn, Facebook Pages, and Instagram Business - all in one run. Telegram is the trigger, with branching flows for text vs. voice inputs.
Behind the Project
A single-tap publishing assistant used by our founders and marketing team to turn quick thoughts (text or voice) into on-brand social posts with images, then cross-post to multiple channels automatically.Opportunities & Barriers
- Eliminate manual copywriting and formatting for each network.
- Support voice notes as the input, not just text.
- Generate brand-consistent visuals to pair with the post.
- Ensure accessibility (alt text) and centralized record-keeping.
- Publish reliably to LinkedIn, Facebook, and Instagram in one go.
Approach
- Telegram as the authoring surface. A bot watches for new messages (text or audio) and routes them accordingly.
- AI copy generation. GPT writes title, body, hashtags, and alt text per brand guidelines.
- AI image generation. A Midjourney API (userapi-ai) creates the hero image; the flow waits for job completion and can optionally upscale a random selection.
- Media retrieval & audit trail. The image file is fetched over HTTP and everything (title, body, alt text, hashtags, media URL) is written to Airtable.
- One-tap publishing. The system posts natively to LinkedIn (company image post), Facebook Pages, and Instagram Business with the generated captions and media.
The Solution
- Trigger & Routing
Telegram Bot – Watch Updates receives the message; a Router decides text vs. voice flow. - Voice to Text (if audio)
Telegram – Download File grabs the audio; OpenAI Whisper Translation transcribes/translate it to text. - Content Creation
OpenAI – format long posts for social (system prompt crafted for title/body/hashtags/alt text). - Image Generation
userapi-ai – ImagineByPrompt creates the visual based on GPT output; then the job status is polled and a random upscale may run; the final image URL is obtained. - Fetch & Persist
HTTP – Get a file downloads the image; Airtable – Create Record stores Title, Body, Alt_text, Hashtags, Photo URL for auditability and reuse. - Publishing (multi-channel)
LinkedIn – Company Image Post with title, content and alt text.
Facebook Pages – Create Post (message + link/media).
Instagram Business – Create Photo Post (caption + image_url).
Tools Used
Results & Impact
- One inbox, three networks: publish to LinkedIn, Facebook, and Instagram from a single Telegram message.
- Voice-first ready: speak your idea; Whisper turns it into clean copy.
- Consistent brand copy & accessibility: GPT outputs Title, Body, Hashtags, Alt Text every time.
- On-brand visuals: auto-generated images with optional MJ upscale.
- Source of truth: Airtable keeps a permanent record of all posts and media.
