Get AI-generated buy, sell, or hold signals for stocks in Telegram

You send a ticker in Telegram and get back an AI-generated buy, sell, or hold call with reasoning and risk limits.

How the work actually flows

From the manual situation today to what runs on its own.

flowchart TD trig>"Ticker sent in Telegram"]:::trig s0["AI analyzes multiple signals"]:::task trig --> s0 s1["Risk limits applied"]:::task s0 --> s1 s2["Decision logged to Notion"]:::task s1 --> s2 out[/"Buy, sell, or hold call"/]:::out s2 --> out pay{{"Faster, consistent decisions"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsResearch & Market Intelligence
Connects
TelegramOpenAINotion

The problem it solves

Researching a stock properly means checking price trends, reading news, and weighing sentiment before you feel confident making a call, and doing that for every ticker takes real time. Most people end up trading on gut feel instead.

Who it fits

Individual investors or small trading teams who want a structured, repeatable way to evaluate a stock before acting.

How it works

  1. You send a stock ticker as a message in Telegram
  2. Live price data and recent news for that stock are pulled in
  3. AI analyzes valuation, sentiment, fundamentals, and technicals in parallel
  4. Position size and risk limits are applied to the recommendation
  5. You get a summary back in Telegram with the buy, sell, or hold call and the reasoning
What you get

Trade calls backed by real data, not gut feel

You get a clear buy, sell, or hold call for any ticker, backed by live prices, news, and technical analysis.

What you get

A trade recommendation with a confidence level, entry price, stop loss, and target, plus a logged record of the decision.

What you need

A Telegram bot, an OpenAI API key, market data API access, and a Notion 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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