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Agent 11 · Retail · Personalisation

Personalised Product Recommender

Recommends products based on your profile, preferences, and context — with conditional reasoning and explainable justification for every suggestion.

Retail Personalisation Recommendations Explainability Conversational AI
Product Recommender · Active
session: pr-0001
Try asking:
A11
Product Recommender
Hi! I'm your personalised product advisor. Tell me what you're looking for — what it's for, your budget, and any must-haves — and I'll recommend the best options with clear reasoning for each one.
Cloudflare Worker
Claude API
Tokens: 0
Turn: 0
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Conversational Profiling

Builds your preference profile through natural dialogue — no forms, no click history required. Works from the very first message.

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Explainable Reasoning

Every recommendation includes a clear justification tied to what you said — budget, use case, and constraints — not a black-box score.

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Any Product Domain

No hard-coded categories. Ask about tech, fashion, fitness gear, gifts, or anything else — the agent adapts its criteria to the domain.

Read the Case Study →