# Will AI shoppers recommend my product?

Last checked Nov 3, 2026 . Published Nov 4, 2026
Category: work . About 5 minutes . Topics: Small business, Websites

## Prompt

```
FILL THIS IN (then copy everything into your AI chat)
My product page text (copy all the words from one of your store's product pages: name, price, description, shipping and returns): Harbor Candle Co. - Lavender & Cedar Soy Candle
$24 each. Hand-poured in small batches in Maine.
Burn time about 40 hours. Comes in a reusable glass jar with a wooden lid.
Scents: Lavender & Cedar, Vanilla Bean, Sea Salt.
Sizes: 8 oz. Gift box available.
Free shipping on orders over $50.
We love our customers! Questions? Just ask.
Shipped quickly from our workshop.
Made with 100% natural soy wax and cotton wicks.

--- Don't change anything below this line ---

I run a small online store. "My product page text" above is copied from one of my product pages, with no customer or payment information. First read it the way an AI shopping assistant would when deciding whether to recommend it to a shopper. Then switch to being my store consultant and tell me how to earn that recommendation. Only use what is in my text.
Give me:
1) Verdict first, in one line: would you recommend this product as the page reads today (yes, maybe or no), and the main reason.
2) A short table with these rows: price, sizes or options, what's included, shipping, delivery time, returns, and contact info. Columns: Row | ✓ clear, ? unclear or ✗ missing | What you found, in a few words.
3) The 5 questions a shopper's AI would ask that my page can't answer yet, most important first.
4) The 3 most important fixes, each with a draft sentence I can add to the page. In each draft sentence, put [brackets] around any detail my text doesn't give, like [X business days] or [your email]. Don't make up numbers, emails, policies or conditions; put any condition in [brackets] too, like [your return conditions].
5) A short "product facts" block I can paste near the top of the page (name, price, size, materials, shipping, returns, contact), using only facts from my text and [brackets] for the rest.
If something isn't there, say it's missing. Don't guess at my policies. Stop after part 5; no closing recommendation. Don't log in to anything or change anything; I'll make the edits myself.
```

## Why it works

Open one of your store's product pages (the page that sells one item), copy all its words from the product name down to shipping and returns, and paste them in line 1. You see it the way an AI shopping assistant does, with the 3 fixes that matter most.