Monitor important Twitter accounts and get AI intelligence alerts

The system reads new tweets from accounts you track, has AI summarize what matters, and messages you on Telegram.

How the work actually flows

A straight line. Runs once per each tracked twitter account.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(["scheduled account check"]):::trigtime s0[["check tracked accounts"]]:::mi s1["compare against last seen tweet"]:::task s2["ai summarizes and rates importance"]:::svc s3["send high priority alert"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"telegram alerts on key tweets"/]:::out pay{{"never miss competitor or industry moves"}}:::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 serviceRuns once per itemResultPayoff
Build size
Advanced

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

Business functions
Social Media ManagementMessaging & NotificationsSpreadsheet & Database OpsReporting & AnalyticsResearch & Market Intelligence
Connects
TelegramGoogle GeminiPostgreSQL

The problem it solves

You don't have time to babysit Twitter all day, but you can't afford to miss an important post from a competitor, partner, or industry voice. Important signals get buried in your feed or noticed too late to act on.

Who it fits

Business owners, analysts, or marketers who need to track specific Twitter accounts for competitive or industry intelligence.

How it works

  1. On a set schedule, the system checks the Twitter accounts you're tracking
  2. New tweets are compared against the last one seen so nothing repeats
  3. AI reads each new tweet and pulls out a summary, keywords, and an importance rating
  4. High-priority findings are formatted into a clear alert
  5. The alert is sent straight to your Telegram chat
What you get

Important tweets flagged the moment they post

You get a Telegram alert the moment an account you're tracking posts something worth knowing, summarized and rated for importance.

What you get

A Telegram message summarizing what each tracked account posted and why it matters.

What you need

A database for storing which accounts to track, a Google AI (Gemini) subscription, and a Telegram 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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