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Agent template

Product Recommendation Agent

Guide shoppers to the right product in 3 questions

ShopifyWooCommerceWeb
Install this template — freeBrowse all templates

What is the Product Recommendation Agent?

The Product Recommendation Agent acts as a personal shopping assistant. It asks 2–3 qualifying questions ("what are you shopping for", "who is it for", "what is your budget") and recommends specific SKUs from your live Shopify or WooCommerce catalog. Because it uses real stock and pricing, it never recommends out-of-stock items.

Use this template when

  • You have a large catalog (1,000+ SKUs) that overwhelms shoppers
  • Gift buyers are a significant share of your traffic
  • You sell technical or complex products that need guidance

Example conversation

I need a gift for my sister, she loves skincare.
Fun! What is her skin type, and what is your budget?
Dry skin, around $80.
Try our Hydrating Bundle ($75) or the Barrier Repair Set ($82). Both are bestsellers for dry skin. Want a gift note?

How to install (4 steps)

  1. 1

    Sync catalog

    Products, variants, stock levels, and prices sync automatically.

  2. 2

    Define categories

    Tag your catalog by occasion, skin type, fit, or any filter you use.

  3. 3

    Set default questions

    We ship 5 templates — gift finder, size advisor, fit quiz, budget picker, beginner guide.

  4. 4

    Go live

    Launch as a chat widget, exit-intent popup, or homepage hero.

Expected results

+35% AOV lift
Primary metric
9× higher conversion for engaged shoppers
Secondary metric

Connects with

Shopify Products APIWooCommerce REST APIKlaviyo segments

Related templates

Size & Fit Guide Agent

Prevent fashion returns before they happen

30–50% fewer size returns

Post-Purchase Upsell Agent

Turn the thank-you page into a second sale

12–18% upsell conversion

Pre-Purchase Product Q&A Agent

Answer the question your product page never did

+15–30% engaged-shopper conversion

Every unanswered question at 10 PM is a sale that went to someone else.

AI resolves 67% instantly. The rest? You handle on WhatsApp — from your phone. No dashboards. No laptops. No missed sales.

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Free to set up. Add credits or a plan when you're ready to go live.