Match customer symptoms to the right products automatically

Customers describe a symptom in chat and instantly get the three best-matching products from your catalog.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"customer describes a symptom"]:::trig s0["search for matching products"]:::svc s1["ai selects top three matches"]:::svc s2["reply with recommendations"]:::task trig --> s0 s0 --> s1 s1 --> s2 out[/"customer gets three product matches"/]:::out pay{{"confident recommendations without staff time"}}:::pay s2 --> 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 SystemsAI Chatbots & AssistantsKnowledge Base & RAGSpreadsheet & Database Ops
Connects
Google SheetsOpenAIQdrant

The problem it solves

Customers come to you unsure which product fits their specific issue, like hair thinning or scalp problems, and answering each question one by one doesn't scale as you grow. You want them to get a confident, accurate recommendation right away.

Who it fits

Health and wellness e-commerce businesses that want to guide customers to the right product based on their symptoms.

How it works

  1. You load your product catalog with descriptions and related symptoms
  2. The system turns each product into a searchable reference
  3. A customer describes their symptom in chat
  4. It searches for the closest matching products
  5. AI replies with the top three matching product recommendations
What you get

Customers guided to the product that fits

Customers describe a symptom in chat and instantly get the three best-matching products from your catalog.

What you get

A chat reply recommending the three best-matching products for the customer's symptom.

What you need

A Google Sheets account with product data, an OpenAI account, and a Qdrant vector database.

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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