Get AI research answers with sources by messaging Telegram

Ask a question in Telegram and get a researched answer pulled from the web, with links, sent right back.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"question sent to bot"]:::trig s0["reformulate question"]:::svc s1["search web for information"]:::svc s2["summarize results with links"]:::svc s3["send answer back"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"answered question with sources"/]:::out pay{{"quick sourced answers without manual searching"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsSEO & Search OptimizationMessaging & NotificationsResearch & Market Intelligence
Connects
TelegramOpenAIDeepSeekSerpAPI

The problem it solves

You need quick answers to product or industry questions but don't have time to dig through search results yourself. Switching between browser tabs and trying to summarize what you find breaks your focus and slows you down.

Who it fits

Anyone who needs quick, sourced answers to research questions, like operators, marketers, or consultants.

How it works

  1. A question is sent as a message to a Telegram bot
  2. AI reformulates the question to understand what's really being asked
  3. A second AI searches the web for the most relevant, current information
  4. The results are summarized with links and images
  5. The answer is sent back as a Telegram message
What you get

Well-sourced answers to any question you ask

Ask a question in Telegram and get back a researched, sourced answer pulled from the current web, links included.

What you get

A summarized answer to your question, delivered as a Telegram message with supporting links.

What you need

A Telegram bot, an OpenAI API key, a DeepSeek API key, and a SerpAPI account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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