Kitchen & cookware AI readability audit for Shopify
See what AI engines don’t understand in
your kitchen and cookware product pages.
Verity Score analyzes what AI engines retrieve about your cookware: compatibilities, materials, warranties, care. You get a readability score (the GEO audit) and the priority fixes to make in Shopify.
149 checkpoints · 8 analysis angles · free tier · no credit card
Improves your store's readability. Does not guarantee citations or rankings in AI engines.
A shopper asks: « An induction-compatible, PFOA-free pan with a long warranty? »
"Fonte 11" pan
$79- Composition
- Enameled cast iron
- Made in
- PFOA-free
What AI engines can read
- Material Detected enameled cast iron
- PFOA-free Detected detected
- Compatibilities Missing pictograms inside an image
- Warranty Missing unreadable
- Care instructions Partial unstructured
Stovetop compatibilities unverifiable.
Fix: structure induction, oven and dishwasher in the attributes.
01 · What you receive
A score, verified proof, an action plan.
Your AI readability score
An AI readability grade across 8 dimensions, detailed by signal family.
Your AI files, verified
The files AI agents look for on your domain, checked one by one.
Prioritized fix plan
Every fix ranked by impact, with the exact action to take in Shopify.
02 · The problem
Your cookware lasts for years. Does AI know that?
Unstructured compatibilities
Induction, oven, dishwasher: the cookware buyer's first question is a compatibility question. Unstructured, the answer does not exist for AI, and your product drops out of the selection.
Vague materials and coatings
18/10 stainless, enameled cast iron, PFOA-free: material drives durability, health and price. A vaguely described coating loses the comparison against a precise, verifiable page.
Care and durability left unsaid
Warranty, repairability, care advice: the arguments of durable buying are often real at kitchen merchants, but invisible to the machines doing the recommending.
Kitchen equipment is bought by use case: switching to induction, equipping a first kitchen, replacing disposable with durable. These precise queries are moving to AI assistants, which answer with compatible, verifiable catalogs.
Kitchen brands that structure compatibilities, materials and warranties become the installed answers on durable and premium. The data deficit is paid in silence: your product is not criticized, it is simply absent.
03 · What AI verifies
What AI engines look for on a kitchen page
Excerpts from the public Verity Score checklist for your vertical. The audit checks each of these signals on your store.
04 · How it fits
How Verity Score fits into your setup
Your team
- Knows the product best: materials, compatibilities, care
- Crafts pages for shoppers: photos, copy, guides
- The machine version of the page (attributes, markup, feeds) is not visible from the Shopify admin
- Applies the audit fixes, no redesign needed
Your agency
- Works on your visibility in Google results
- Produces content and links that also feed AI engines
- How answer engines read your pages (data, proof, files for AI agents) is a separate workstream
- Can use the Verity report to prioritize its work
Verity Score
- Measures what AI engines actually read: compatibilities, materials, warranties, care
- Kitchen-specific checklist: compatibilities, materials, care
- Prioritized fix plan, applied right inside Shopify
- Nothing is written without your approval
05 · How it works
Three steps, zero friction
Request your access
Leave your store address and email. Nothing is installed at this stage: we write to you when the beta opens.
The app analyzes your store
Right inside your Shopify admin: score, strengths, blockers, dimension by dimension.
Fix by priority
You follow the plan ranked by criticality and catalog coverage, fix by fix.
06 · FAQ
Your questions, answered straight
Our products are simple, do we really need to structure all this?
Simple to use, not simple to choose: compatibility, material, care and warranty remain the questions asked before every purchase. If your store does not answer them in machine language, AI selects the one that does.
We also sell on Amazon, why bother with our site?
Your site is the source AI consults to understand your brand. Well structured, it sets the narrative (quality, warranty, manufacturing) that engines reuse, including when the purchase closes elsewhere.
Kitchen is seasonal (holidays, sales), when should we start?
Before the peaks: foundations laid now (structured compatibilities, materials, policies) work during the holidays, when kitchen gift queries explode.
Do you guarantee AI recommendations?
No, nobody can. The audit guarantees identifying what makes your products invisible or unverifiable to engines, and fixing it in order of impact. Being readable is the prerequisite, not a podium promise.
What does the free audit deliver?
The free tier of the Verity Score Shopify app: score, per-dimension diagnosis and fix priorities for your kitchen store. No credit card.
See what AI engines understand about your store
The Shopify app is in private beta. Request your access: when we open, you get your score and your priorities, with no credit card.
Request beta accessNo credit card, no commitment.