Compare products and get an AI-generated verdict in Telegram

Scrapes specs and pricing for any two products, has AI pick a winner, and sends a visual scorecard to Telegram.

How the work actually flows

A straight line. Runs once per one per product being compared.

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

flowchart TD trig>"user requests product comparison"]:::trig s0[["scrape product specs"]]:::mi s1["ai evaluates products"]:::task s2["generate scorecard image"]:::task s3["send verdict to telegram"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"scorecard and verdict delivered"/]:::out pay{{"fast confident purchase decisions"}}:::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
AI Agents & Autonomous SystemsMessaging & NotificationsSpreadsheet & Database OpsResearch & Market Intelligence
Connects
TelegramGoogle SheetsGoogle Gemini

The problem it solves

You want to make a confident buying decision, but reading through dozens of reviews and spec sheets for every option takes forever. Comparing products yourself also means you might miss details that actually matter for the final call.

Who it fits

A shopper, product reviewer, or team that needs quick, objective product comparisons.

How it works

  1. You message the bot in Telegram with two products to compare
  2. The system scrapes specs, pricing, and reviews for each product
  3. AI evaluates the data on performance, features, and value to pick a winner
  4. A visual scorecard image is generated summarizing the comparison
  5. The image and a written verdict are sent back to you in Telegram
What you get

Product comparisons you can decide from fast

You get a visual scorecard comparing any two products on performance, features, and value, along with a written verdict sent straight to Telegram.

What you get

A visual comparison scorecard and written verdict delivered in Telegram.

What you need

A Telegram bot, a Google account, and a Google Gemini API key.

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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