Catalog Quality Report

Is your catalog ready for AI shopping?

Being included isn't being recommended. CatalogIQ scores every product page against the standards AI shopping agents, Google Shopping and marketplaces read — and tells you what to fix, product by product.

Public pages only — no login No account, no subscription Pay only if the crawl succeeds

Managing a catalog that changes every week? See both ways to use CatalogIQ ↓

Catalog Quality IndexIllustrative
73
Grade C+
Content Quality81
AI Discovery63
Structured data58%
Identifiers (GTIN / MPN)44%
Category depth70%
Missing GTIN on product pages62% of products
Two ways to use CatalogIQ

A one-time report, or quality measured continuously

Catalog Quality Report

Checking a store?

For stores up to 5,000 products that want to know where they stand and what to fix. A free preview in about a minute, then one report: $99 or $199, one time.

Get my free previewWhat's in the report →
The CatalogIQ platform

Managing a catalog that changes every week?

For catalog and e-commerce teams with large or fast-moving catalogs. New SKUs, supplier feeds and seasonal drops keep changing what agents read, so the platform re-scores the whole catalog every 30 days and shows the trend.

Talk to usSee the platform →
Scored against published standards
GoogleAmazonGS1ETIMUNSPSCschema.org
How it works

From store URL to fix list in three steps

CatalogIQ is a free check of an online store's public product pages. It returns a catalog size estimate and an indicative 0–100 score from a live sample of up to 20 product pages, in about a minute, with no account and no card. A full report on up to 5,000 products costs $99 or $199, one time.

Enter your store URL

We read your public product pages. Nothing to install, no login.

See your free preview score

A live sample of your real pages, scored in about a minute.

Unlock the full report

$99 up to 100 products, $199 up to 5,000 — one time. Every product scored against published standards, with a per-product fix list. Charged only if the crawl succeeds.

What's in the report

Everything you need to hand to whoever fixes the data

  • An index 0–100 with an A–F grade and a confidence band
  • Two sub-indices — storefront experience and how AI agents read it
  • Up to 13 dimensions, weakest first
  • Top problems with share of products affected and real sample URLs
  • A ranked action plan by reach and effort
  • A per-product punch list, exportable to CSV
  • Attribute compliance vs Google, Amazon, GS1, ETIM and schema.org
  • Crawl diagnostics — structured-data coverage, JS-rendered share, dead URLs
Pricing

One report, one price — or the platform, quoted

Up to 100 products
$99
one-time
101 to 5,000 products
$199
one-time
Platform
Over 5,000 products, or changing weekly
Custom
quoted to your catalog
The CatalogIQ platform re-scores the whole catalog every 30 days, with a 12-month trend. Multi-source or behind a login, too.
See the platform →

Reports: no account, no subscription. Charged only on a successful crawl — a failed crawl is voided automatically. Report delivered as a private link, valid 30 days. Unusable report? Reply within 7 days of delivery for a full refund — see the refund policy.

Why it matters

The agents' view is the one that decides

Shopify's agentic storefronts are on by default for eligible stores, sending products to ChatGPT, Google AI Mode, Gemini, Copilot and Meta. The basic bar is a title, one image and a price above zero — no description, barcode or category required.

Shopify Help Center, accessed October 2026

“AI agents read and evaluate your storefront constantly, and the quality and structure of what they find is what determines whether they recommend you.”

Shopify, AI search insights, 11 May 2026

Product pages are the least machine-readable page type on US retail sites — 66%.

Adobe, April 2026

AI-referred orders on Shopify grew nearly 13× year over year, and more than half of AI-referred sessions start on a product page — against about 20% for organic search.

Shopify, Q1 2026
The engine

Built on the CatalogIQ engine

The same engine as the CatalogIQ platform, scoring against published standards — never our opinion. It never invents a value, marks irrelevant checks not-applicable per product, and applies a B2B / technical or consumer profile, auto-suggested and buyer-confirmed.

See how the score is built →

Never invents a value✓
Not-applicable, per product✓
B2B / technical + consumer profiles✓
Auditable, versioned methodology✓
Who it's for

Built for whoever owns the product data

“

See exactly which products ChatGPT and Google can't read — before you spend another dollar on ads.

DTC & Shopify brands
“

Find the SKUs missing the part numbers and attributes procurement search matches on — across the whole catalog.

B2B distributors
“

Run a client's store in a minute and walk into the pitch with a per-product fix list, not a vague audit.

Agencies & PIM consultants
“

Know whether your shades, sizes and variants actually reach the agents — not just your storefront.

Beauty, apparel & CPG
“

Catch the attribute gaps that get listings suppressed, mapped to Google, Amazon and GS1.

Marketplace & feed sellers
“

Hand your team a ranked punch list — reach and effort, weakest first — that they can actually work through.

Ops & data teams
“

No account, no install, no sales call. A real score on your real pages in about a minute.

Founders & small teams
“

One price for every product up to 5,000 — no per-scan cap, no monthly subscription.

Anyone comparing tools
FAQ

Questions before you run the preview

Doesn't Shopify already send my products to ChatGPT and Google?
Being included isn't the same as being recommended. Shopify's agentic storefronts can make eligible products available to ChatGPT, Gemini, Copilot and Google, but the agent picks the best-described product, and the basic bar is only a title, one image and a price. CatalogIQ shows how your pages actually read to those systems, product by product.
How accurate is this, is it legit?
The score is built from your public product pages against published standards (Google, Amazon, GS1, ETIM, UNSPSC, schema.org), not our opinion. It never invents a value, and checks that don't apply to a product are marked not-applicable.
Do you need access to my store?
No. We read your public product pages only. Nothing to install, no login, no admin access, no app permissions.
Is the report worth it?
You get every product scored against published standards with a per-product fix list you can hand to whoever manages your data, for one flat fee, not a subscription. Run the free preview first and decide before you pay.
How long does it take and what do I get?
Most reports are ready within a few hours; larger catalogs take longer. We email you the moment it's ready. You get an index score with grade and confidence, two sub-indices, up to 13 dimensions, top problems with affected products and sample URLs, a ranked action plan, and a per-product punch list you can export to CSV.
Which platforms?
Any public storefront — Shopify, WooCommerce, BigCommerce, Magento, or custom.
Report or platform — which is right for me?
The report is a one-time diagnosis for stores up to 5,000 products: run the free preview, pay $99 or $199, and get a per-product fix list. The CatalogIQ platform is for larger or fast-changing catalogs: it re-scores the whole catalog every 30 days and shows a 12-month trend. Over 5,000 products, behind a login, or changing every week? Talk to us about the platform.
What currency and tax?
Prices are in US dollars. We don't collect sales tax or VAT; we currently serve US stores.

See how AI-ready your catalog is

Free preview on your real product pages in about a minute. No account, no card.