// free scan · 60 seconds · no install
Which of your products are suppressed in Google Shopping today?
Paste your URL. We estimate how much annual demand is going to competitors while these products stay demoted — and show you the catalog data costing you the sale.
Prefer to talk first? Email hello@flintmere.com — the team usually replies within two working days.
What we check
Seven things an AI shopping agent looks for before it will recommend your product.
Each pillar carries the weight shown. Your final score is a weighted average across the seven.
- Product IDsWhether each product carries the codes agents look it up by — barcode, brand, manufacturer part number.20%
- Structured attributesWhether size, colour, material and other fields exist as structured data — not hidden inside the description.20%
- Title & description qualityWhether titles and descriptions read like spec sheets an agent can parse — not marketing copy.15%
- Google category matchWhether products carry a Google Merchant Center category, so agents know what you sell.15%
- Data consistencyWhether the catalog looks healthy — images load, active products have stock, alt text exists, prices match across pages.15%
- AI agent accessWhether AI shopping agents are allowed to read your site at all — robots rules, sitemap, llms.txt.5%
- Agent checkout readinessWhether an AI agent can actually complete a purchase on your store without human intervention.10%
How product pages used to work
Titles written for Google. Humans did the rest.
Stuffed titles. Attributes buried in descriptions. Barcodes optional. Humans skimmed and filled in the gaps. The same catalog ranked fine in Google search for a decade.
How they work now
Machines read every word and check every field.
ChatGPT, Perplexity and Claude don’t skim. They verify barcodes, compare prices across pages, and reject products with missing fields. No field, no recommendation.
What you get with the £97 audit
A real scan. A real letter. A 30-day re-scan to prove it stuck.
For your £97 — within three working days
A written audit letter
One PDF. Plain English. The seven checks for your catalog, ranked by how many products each one affects, with the exact fix for each.
A per-product fix CSV
Every product that needs work, with the field that’s wrong and the value that should replace it. Import into Shopify in one paste.
A 30-day re-scan
We rescan after you’ve applied the fixes and tell you what landed and what didn’t — so you know the work actually moved the score.
Or see monthly Pro tiers for 100+ stores or recurring scans.
Who builds Flintmere
We read every email. We write every audit.
If you book the £97 audit, the team writes the letter and the per-product CSV. If you email hello@flintmere.com, we reply — usually within two working days. No outsourced support queue. No pitch. No sales call.
What other tools do
What other tools do — items struck through:- Repurpose a Google-ranking tool for AI agents
- Resell barcodes from non-GS1 sources
- Charge per-product, so a big catalog triples your bill
- One-time audit, then silence
- Hide the founder behind a support queue
What Flintmere does
- Built from the first line for ChatGPT, Perplexity and Claude — not Google
- Honest barcode guidance: buy GS1 barcodes from GS1 UK, we help you import them
- Flat monthly price. Scan as often as you like. No credits.
- We re-scan your catalog nightly. Drift alerts on the cadence your tier specifies — weekly on Growth, daily on Scale and above
- We read every reply — usually within two working days
// pricing
Catalogs built for the agentic web.
Free scan today. £97 to do it properly. Monthly tiers when the product is ready for them.
Commerce is being re-plumbed. The search-era catalog is being replaced by structured data that agents can reason about. Most Shopify stores aren’t ready. We make them ready.
Catalogs built for AI shopping agents
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