From one Telegram chat, turn photos, videos, and voice notes into ready-to-publish posts across Instagram, TikTok, Pinterest, YouTube, LinkedIn, X, and Threads—with AI-generated captions, thumbnails, and edits, awaiting your approval.
The AI agent ingests media from Telegram, analyzes it with Gemini 2.5 Flash, and creates per-platform captions, descriptions, and thumbnail prompts. It tailors language and format for each platform and language, so content lands correctly with your audience. All outputs pass through Telegram for human approval before publishing, with full status reports and error details returned after each run.
Crunches media, crafts platform-ready copy, and publishes with oversight.
Ingest media from Telegram and route by type (photo, video, voice) for processing.
Analyze content with Gemini 2.5 Flash to generate platform-specific descriptions and captions.
Create per-platform copy for TikTok, Instagram, YouTube, Pinterest, LinkedIn, X, and Threads.
Generate four thumbnails via Nano Banana Pro when requested with /thumb.
Edit videos on demand with natural-language /edit commands using a safe FFmpeg path.
Publish approved posts across all connected platforms and report status, URLs, and errors.
Before: manual cross-posting to multiple platforms wastes time; captions are not tailored for each platform; approvals are slow or missing; thumbnails require separate workflows; brand voice can drift. After: captions are automatically generated per platform and language; approvals happen in Telegram before publishing; posts publish to all platforms; thumbnails are auto-generated; status, URLs, and errors are reported.
A simple 3-step process delivers cross-platform posts from Telegram.
Telegram trigger captures incoming media and routes it to the appropriate AI processing path.
AI agents analyze the media, generate per-platform captions and thumbnails, and prepare edit instructions if requested.
You review proposals in Telegram; on approval, content is published across all configured platforms and a status report is returned.
One realistic scenario.
A creator uploads a 40-second video to the Telegram bot with the caption 'Launch'. Gemini analyzes the content and generates TikTok and Instagram descriptions, plus a YouTube title/description. The user approves in Telegram; the video is published to TikTok, Instagram, and YouTube with the generated copy. If the user requests thumbnails, the /thumb command triggers Nano Banana Pro to create four thumbnails for selection, which are then used in the YouTube/Upload-Post pipeline. The agent returns a publish report with platform statuses and URLs.
Each role gains direct advantages from single-chat, multi-platform publishing.
Publish to all platforms from one Telegram chat with consistent branding and language.
Coordinate client campaigns across profiles without juggling multiple tools.
Deliver a scalable content service for multiple clients from a single interface.
Leverage natural-language edits and automated publishing to extend reach.
Turn raw media into platform-optimized posts quickly to maximize engagement.
Maintain brand voice across platforms with language prompts and approvals.
Tools wired into the AI agent to enable end-to-end publishing.
Receives media and prompts for approval, routing content to the AI agent.
Analyzes media and generates platform-specific descriptions and prompts.
Transcribes voice notes into editable text for social copy.
Creates four tailored thumbnails for video posts.
Publishes content to Instagram, TikTok, Pinterest, YouTube, LinkedIn, X, and Threads.
Executes server-side video edits from natural-language commands.
Orchestrates the AI agent steps and status reporting across platforms.
Concrete scenarios where the AI agent shines.
Common questions about using the AI agent in practice.
The AI agent accepts media from Telegram, analyzes content with Gemini and Whisper, and generates platform-specific captions, titles, and descriptions. It creates thumbnails on demand, applies safe FFmpeg edits when requested, and publishes approved content to connected platforms. All steps are shown for review in Telegram, allowing you to approve or modify before publishing. After publishing, you receive a detailed report with per-platform results and links. This is an end-to-end publishing workflow that reduces manual routing and ensures platform-appropriate messaging.
Posts can be published to Instagram, TikTok, Pinterest, YouTube, LinkedIn, X (Twitter), and Threads. The agent generates platform-specific captions and descriptions tailored to each network’s style, length, and metadata requirements. If you enable thumbnails, four custom thumbnails can be generated for YouTube or other platforms that support thumbnails. Payments, permissions, and account connections are managed through the Upload-Post integration. You’ll see status updates and links for each platform after publishing.
Yes. Prompts and language prompts can be customized in the AI prompts configuration to reflect your brand voice, preferred language, and tone. You can adjust language targets (like es-ES by default) and switch to other languages easily. The changes apply to captions, descriptions, and social posts across all platforms. This ensures consistency with your brand across every channel.
After the AI agent proposes captions, descriptions, and thumbnails, you receive a Telegram message with previews. You approve or reject each item directly in Telegram using inline controls. If you approve, the agent proceeds to publish to all configured platforms. You can review per-platform results and error messages in the completion report. This keeps publishing under your control while automating the rest of the workflow.
To run the AI agent you need a Telegram bot token, an Upload-Post account with connected social profiles, and API keys for Gemini and Whisper. You will also configure an n8n instance (cloud or self-hosted) and ensure FFmpeg is accessible to run edits. The setup involves creating credentials in Telegram and Upload-Post, adding the necessary boards or profiles, and adjusting prompts for language and tone. After setup, you can start posting from Telegram immediately and customize prompts as needed.
The current design emphasizes control and brand safety by requiring approval for captions and text posts. Auto-posting can be enabled selectively for non-critical content if you choose, but for brand safety and accuracy, the default is to review content in Telegram before publishing. You can configure threshold rules to bypass approval for certain profiles or content types, but you’ll still have visibility into what is published. This balance lets you scale while keeping a safety net for important announcements.
Yes. Prompts can be localized to multiple languages; es-ES is the default, but you can adapt prompts to other languages and brand voices. The AI agent generates language-appropriate captions, descriptions, and threads posts, ensuring cultural and linguistic relevance. You can switch languages per campaign or per post, and the system will adjust formatting and style accordingly. This makes global campaigns easier to manage from a single Telegram chat.
From one Telegram chat, turn photos, videos, and voice notes into ready-to-publish posts across Instagram, TikTok, Pinterest, YouTube, LinkedIn, X, and Threads—with AI-generated captions, thumbnails, and edits, awaiting your approval.
