Let an AI assistant answer Amazon shopping questions on Telegram

Answers customer product questions on Telegram by searching Amazon and recommending the best matching options.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"customer sends message"]:::trig s0["classify message intent"]:::task s1["search Amazon for products"]:::task s2["rank results by fit"]:::task s3["send recommendations to customer"]:::task trig --> s0 s1 --> s2 s2 --> s3 gx{"× is it a shopping question"}:::gate s0 --> gx p00["search Amazon"]:::task gx -->|"shopping question"| p00 p01["rank results"]:::task p00 --> p01 p10["reply conversationally"]:::task gx -->|"casual chat"| p10 p01 --> s1 p10 --> s1 out[/"ranked product recommendations sent"/]:::out pay{{"instant accurate 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 stepOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsE-commerce & ProductMessaging & NotificationsCustomer Support & Ticketing
Connects
TelegramGoogle GeminiApifyAmazon

The problem it solves

Customers ask about products at all hours, and manually searching Amazon and typing up a recommendation for each one doesn't scale. Casual chat messages mixed with real shopping questions make it even harder to keep up.

Who it fits

E-commerce businesses and affiliate marketers who field product questions through a Telegram channel.

How it works

  1. A customer sends a message in your Telegram channel
  2. AI decides whether it's a shopping question or just conversation
  3. For shopping questions, the automation searches Amazon for matching products in real time
  4. AI ranks the results by price, rating, and fit to the customer's need
  5. The customer receives a formatted list of the top recommended products with purchase links
What you get

Product recommendations ready to send

Customers asking shopping questions in your Telegram channel get instant, ranked product recommendations with purchase links.

What you get

A ranked list of product recommendations with purchase links, sent directly in the chat.

What you need

A Telegram bot account, a Google Gemini API key, and an Apify account for product data.

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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