See your store the way AI shopping assistants see it.
Shoppers now ask AI assistants what to buy. The assistants answer from your product pages and data, and when that data is missing or contradicts itself, they hedge or send the shopper somewhere else. We find every gap and tell you exactly how to close it.
- $399 fixed price
- Report in 3 business days
- No store login needed
Does the Hollis stoneware planter come in large, and can it arrive by Friday?
I couldn’t confirm a large size, and it appears to be out of stock. You may want to check other retailers.
The page itself showsLarge, 30 × 28 cmIn stockShips in 1–2 days
Illustrative example with a made-up store.
AI shoppers are arriving. Most product pages aren’t ready for them.
Assistants recommend the products they can understand and skip the ones they can’t. Adobe’s latest retail data shows how fast that traffic is growing, and how much of it product pages are losing.
more AI-referred traffic to US retail sites in Q1 2026 than a year earlier.
better conversion from AI-referred visits than from other traffic, in March 2026.
average AI readability score for product pages, the lowest of any page type Adobe measured.
Source: Adobe Analytics, reported April 2026. Read the coverage.
What the audit checks
Up to 25 products and your policy pages, read from the outside the way an assistant or search engine reads them. No access to your store needed.
| Area | What we check | What we read |
|---|---|---|
| Product data | Price, stock, size, colour and product identifiers in the structured data that assistants and search engines read first. | offers.availabilitypricegtin |
| Variants | Whether every size and colour is written out on the page and in the data, not only inside a dropdown. | hasVariantsizecolor |
| Titles and descriptions | Whether a product title says what the product is, and whether the description answers the questions shoppers ask. | namedescription |
| Shipping and returns | Whether delivery times and return terms are stated where assistants look, and match your policy pages. | shippingDetailshasMerchantReturnPolicy |
| Text locked in images | Care instructions, sizing charts and promises that only appear inside images, which assistants can’t read. | page text |
| Live AI check | We ask assistants that browse the web about price, stock, shipping and returns for at least 3 of your products, and compare every answer with your store. | 3+ productsanswers saved |
A report you can act on the same day
Every finding has the same four parts, ranked by how much it affects what assistants say about you, so you or your developer know exactly where to start.
Titles don’t say what the product is
- Found
- 18 of 25 product titles are names only, like “The Hollis”.
- Why it matters
- Assistants match a shopper’s words against titles first. “The Hollis” doesn’t contain “planter”, “stoneware” or a size.
- Fix
- Lead each title with the material, the product type and the size.
- Recheck
- Ask an assistant for a “large stoneware planter” and see whether it names your product.
Now
The Hollis
After the fix
The Hollis Stoneware Planter, Large 30 cm, Sand
Stock status is missing from product data
- Found
- The product data on 38 pages has a price but no stock status.
- Why it matters
- Assistants read this data before the page text. Without it they hedge, or report the product as unavailable.
- Fix
- Turn on full Product structured data in your theme, including availability.
- Recheck
- Google’s Rich Results Test shows a Product with a price and availability.
Now
"offers": {
"price": "64.00",
"priceCurrency": "USD"
}After the fix
"offers": {
"price": "64.00",
"priceCurrency": "USD",
"availability": "InStock"
}Sizes only exist inside the variant menu
- Found
- Sizes and dimensions appear only in a dropdown, so they’re missing from the page text and the data.
- Why it matters
- An assistant asked “does it come in large?” can’t see the option, so it says it can’t confirm.
- Fix
- Write the sizes and dimensions into the description and the variant data.
- Recheck
- The sizes appear when you select and copy the page text.
Now
Size: [ Select ▾ ]
After the fix
Sizes: Small 18 cm, Medium 24 cm, Large 30 × 28 cm
The return window only appears in a banner image
- Found
- The returns page states “30 days” only inside an image.
- Why it matters
- Asked about returns, assistants answer “not stated” or guess.
- Fix
- Put the return window in the page text and add a return policy to your store data.
- Recheck
- Ask an assistant about your return policy. It should say 30 days.
Now
[ banner image: "Easy 30-day returns" ]
After the fix
Returns accepted within 30 days of delivery.
Care details are locked in product images
- Found
- Dishwasher and care instructions appear only in product photos.
- Why it matters
- Assistants can’t read text inside images, so they answer “not stated” when shoppers ask.
- Fix
- Add the care details to the product description as plain text.
- Recheck
- The details show up when you select and copy the page text.
Now
[ image: care card ]
After the fix
Dishwasher safe. Frost resistant. Wipe clean.
An example report for a made-up store, showing 5 of its 24 findings. Yours covers your own store.
From request to report in about three days
Nothing is charged until you’ve agreed exactly what’s covered.
- Today
Send your store
Your store address and the products you care about most, up to 25 across 5 product types.
- Same day
Confirm and pay
We reply with the exact scope and a Stripe invoice. Card or bank transfer. Work starts once it’s paid.
- About 3 business days
Get your report
Every issue, why it matters, the fix and how to recheck it, most important first.
- Within 14 days
Ask for corrections
One round of factual corrections is included.
One price, agreed before we start
AI Shopping Audit
$399one store, fixed price
- Up to 25 products across up to 5 product types you choose
- Shipping, returns, privacy and terms pages
- Live check with AI assistants on at least 3 products
- Ranked report with a fix and a recheck for every issue
- Report in about 3 business days, one round of corrections
Paid by Stripe invoice after you confirm the scope. Doesn’t include making the fixes, anything behind a login, or promises about traffic or sales.
Questions
Something else? Email alex@quietyieldhq.com.
Who does the work?
The checks are run with AI tools and our own scripts. A person reviews every finding before the report reaches you.
Do you need access to my store?
No. We only look at what any shopper, search engine or AI assistant can see on your public site.
Which AI assistants do you check?
Assistants that browse the web, including ones built on OpenAI and Perplexity models. Their answers change over time, so the report records what they said on the day we checked.
Will this increase my sales?
We can’t promise that. The audit shows where assistants and search engines get your products wrong and how to fix it. What happens after depends on your products, prices and competition.
You already emailed me some findings. Are those mine to keep?
Yes. They’re yours whether or not you order the full audit.
Can you make the fixes for me?
The report gives step-by-step fixes in your platform’s own settings, so your team or developer can make them and recheck each one.
Is this only for Shopify stores?
No. It’s built around Shopify, and we audit WooCommerce and BigCommerce stores the same way. On BigCommerce or another platform, we’ll ask for a product export so we can check your pages against your own store data.
The report’s fix steps use your platform’s own settings.