Resources
Go deeper, without the jargon.
Guides to how AI systems read businesses and products — and the methodology page that explains how every KoreLens number is measured.
Annual index · 2026 edition
The UK Catalogue Truth Index
249 verified UK Shopify and WooCommerce storefronts, audited the way an AI shopping system reads them — 2% of homepages expose machine-readable product data, and only 2.8% block any AI crawler. Sector medians, the open dataset, and the sample bias stated up front.
Annual index · 2026 edition
The US Catalogue Truth Index
160 readable US Shopify and WooCommerce storefronts, audited the same way — 0.6% of readable stores (1 of 160) expose machine-readable product data, only 2.5% block any AI crawler, and 25.6% of seeded stores couldn’t be read by an identified crawler at all. Sector medians, the open dataset, and the sample bias stated up front.
Playbook
New site? How to get found by AI — the real steps.
Crawler access, Search Console, Bing Webmaster Tools, IndexNow, an About page worth quoting, and corroborating profiles — with how to verify each one worked.
Free tool
Product schema checker
Paste one product page URL. See which Product schema fields it publishes, the exact value found for each, and a paste-ready block built from your real values — placeholders where your page stated nothing.
Measurement methodology
How every number is measured, the sample-size gates it must pass, and what we refuse to claim from it.
AI Reputation Management
KoreLens monitors what AI systems say about your business, drafts evidence-backed corrections, and records before/after proof.
Catalogue truth — find where your product data disagrees with itself
Your store, your feed and your product pages state different prices. KoreLens finds every disagreement, shows each value with the date it was read.
Agency AI Visibility
Run a free audit on any prospect and pitch with the real, dated answer AI gives about them. Keep clients with branded, dated before/after reports.