Does your page answer what AI shoppers ask?
See the product details that keep coming up in AI answers, check what your page says and find the information worth adding.
Check your product pageVerify your email before research starts. You can leave the page; we’ll email when it is ready.
“What's the best travel backpack for one-bag travel?”
From the public backpack pilotstore owners
See what your page answers.
Share one product URL. We check recorded AI shopping answers against information on that page, then email you a private report.
New product categories take longer to research. You can leave this page; we’ll email when ready.
Choose a productOpen one of the five saved page checks.
Read the evidenceSee the AI answers and exact page text.
Take an action listSave the changes for your store team.
Explore a worked example.
Choose a saved page to see what it explains and where a shopper may still have questions.
This public pilot contains five saved pages. Its sample is smaller than a full study.
product topics
answered clearly
This checks information in the captured page. Topic coverage does not predict AI recommendations, clicks or sales.
The details behind the answers.
Each percentage is the share of selected answers that mentions a topic. Open a row to see the evidence.
No topics match these filters. Try all topics or reset the filters.
A broad topic can include several details. One concrete, relevant product fact can answer it; a product does not need every possible feature.
What does another page explain?
Compare the information available on two pages. All products here are research examples with no client relationship implied.
The same topic rubric is used for every saved page. Capture limits are marked, and live pages may have changed.
Take this to your store team.
Start with information that needs checking or adding. Tick off work as you go, then save the list.
How to make a useful page edit
Write the fact a buyer needs. If you sell a 35L backpack, state the capacity and weight for that version. One familiar unit is enough; another unit can make comparison easier.
Explain a limitation when it matters. If the bag does not expand or the hip belt is sold separately, say that clearly. A clear “no” still answers the question.
Put the information beside the buying decision. Add the detail to a product specification, feature description or relevant FAQ. Keep it in readable text and check that the page's product data agrees.
Check the facts before publishing. Confirm dimensions, prices and warranty terms with the person who owns the product information. Recheck the page after editing; AI visibility needs its own repeated measurement over time.
You should be able to check our work.
Here is what we collected, how we read it and where the study has limits.
Which questions and AI tools did you use?
How were the topics counted?
The filters recalculate the count and denominator from recorded answers. Frequency describes this sample. It does not reveal a tool's internal ranking rules or prove what caused a recommendation.
How is product-page coverage judged?
Clear: the captured page gives a concrete answer. Partial: a basic fact is unclear or inconsistent. Not found: we could not find an answer in the checked capture. Check capture: incomplete evidence prevents a fair judgement.
We check the specific product version and accept a concrete relevant detail for a broad topic. Two independent reviews may leave a disagreement as partial or unknown. A clearly answered topic counts once.
What can the captures tell us?
These captures do not establish exactly what a search engine saw. A page may have information in another region, a linked policy or a section the extractor missed. Check the live page before changing it.
Prices and availability change. AI answers may contain mistakes. Source excerpts retain their original wording.
Will these edits make AI recommend my product?
We cannot promise that. Clear product information helps people understand and compare what you sell. Recommendations also depend on the question, reviews, other sources and each tool's behaviour.
What happens to my details?
The public pilot uses saved pages and keeps checklist progress in this browser. For a live check, we email a verification link and start research only after you confirm. The report link is private. SwishDM keeps your email and requested URL to deliver and support your report. The product-page text and buying questions go to our research providers; email delivery uses Resend. Marketing emails require your separate choice, and you can unsubscribe from those updates.
To request removal of your details or report, email john@madebyswishdm.com.