For store owners
See what AI says about your store — in about a minute.
The exact answers AI engines give about your store today, word for word — then what they can’t read, the fixes, and a dated before/after. Free, no signup.
Free · No sign-up · Real answers, word for word — nothing simulated
Product preview · in the real dashboard, every number is measured — never sample
How KoreLens works
Check what AI can read. Fix it. Prove it changed.
Check
See what AI search and shopping engines can and can’t read about your store — plus the answers they give about you today, word for word.
Fix
Get a fix pack: structured product facts, robots and sitemap rules, and feed corrections — with copy-paste steps for your platform.
Prove
Re-check and get a dated before/after score, so you can see what moved since the fix.
For online stores
Are your products ready for AI shopping?
People are starting to shop inside ChatGPT and Google’s AI — and those systems only recommend products whose data they can read and verify. KoreLens checks your products against what AI shopping needs, generates the fixes, and measures what changed.
Illustration with fictional products — not a live model answer. It shows the mechanism: assistants can only present products whose data they can read and verify. Listing and in-chat checkout are approval-dependent and decided by each platform.
ChatGPT commerce readiness
Is your product data complete enough to prepare an OpenAI-style shopping feed — IDs, prices, availability, images, brand?
Google AI shopping readiness
Would your product data and trust pages satisfy Google’s product data account (Merchant Center) requirements?
Structured product facts
Prices, stock, identifiers, and size/colour options stated where AI systems can actually read them.
Price & stock freshness
Do your pages say how current prices and availability are? Shopping systems treat stale data as unreliable.
AI checkout readiness
Could an AI assistant acting for a shopper find its way from your product page to a working checkout?
AI agent action readiness
A security-first plan for letting AI assistants search your catalogue, check stock, and start a cart — reviewed with your developer before anything goes live.
Readiness, not placement. Listing on any AI shopping surface is approval-dependent and decided by the platform — we check whether your product data is ready, and we never say you are live or approved when you are not.
For connected stores
Connect your store. See exactly what to fix first.
The free check reads your website the way AI does. Connecting your Shopify or WooCommerce store goes deeper: KoreLens reads your actual product records, finds the gaps and contradictions that make products hard for AI shopping systems to read and trust, and ranks them in one list — each with the evidence that found it.
Your real catalogue, not a copy
Approve read access on your platform’s own screen and KoreLens pulls your live product records — titles, prices, availability, identifiers — and keeps watching them.
Deterministic checks, evidence attached
Missing identifiers, duplicate barcodes, stale records, and fields where your store, feed, and product pages disagree. Every finding shows the exact values and dates that triggered it — never a model’s guess.
One ranked “fix first” list
Everything open, in one order: fixes awaiting your decision first, then verified data problems by impact. No score to decode, nothing buried in tabs.
Nothing changes without you
When product data drifts from the version you accepted, KoreLens flags it for your review — you see exactly what changed, field by field, and decide. Fixes come as files and steps you apply, with a dated re-check to show what moved since.
Detection is deterministic — the same checks and the same evidence on every run, never a model’s opinion. Store connections read your catalogue, and KoreLens never changes your store without an explicit decision from you.
Under the hood
One check, every layer AI relies on.
Can AI reach your site?
robots.txt + 21 AI crawler rules (GPTBot, Google-Extended…)
Does it explain your business?
names, hours, prices, contact — readable as text
Structured facts AI can trust
schema.org / JSON-LD, checked against what visitors see
Could an assistant act on it?
forms, buttons, and checkout paths probed like an agent
Can AI cross-check who you are?
profiles, reviews, and entity signals
Is your product data feed-ready?
file validated field-by-field vs OpenAI + Merchant Center specs
What does AI actually answer?
your questions re-asked weekly, word for word, diffed
Did your fixes work?
every change gets a dated before/after in your report
Plain answers
What is ACP / “AI shopping readiness” in plain terms?
AI systems are starting to show and sell products directly — ChatGPT through product feeds (a standard called ACP), Google through its product data account (Merchant Center). Being “ready” means your product data — prices, stock, identifiers, returns — is complete and machine-readable. KoreLens validates your actual product file against both specifications, field by field.
What is “AI search visibility” (sometimes called GEO)?
GEO — “generative engine optimisation” — is jargon for a simple idea: when people ask ChatGPT, Gemini, or Perplexity a question, those systems answer from what they can read and verify about businesses like yours. AI search visibility is whether you’re in that conversation. KoreLens measures it with real answers, not estimates.
Can you guarantee my business shows up in AI answers?
No — and no honest tool can, because listing decisions belong to the platforms. What KoreLens guarantees is the part you control: whether AI systems can read, understand, and verify your data. We prove readiness, generate the fixes, and measure what changed — and every estimate on the page is labelled as an estimate.
How is this different from an SEO tool?
SEO tools track Google rankings. KoreLens checks whether AI systems — ChatGPT, Gemini, Perplexity, Copilot and the crawlers behind them — can read your site, tracks what they actually answer about you week to week, validates your product feed for AI shopping, and records a before/after for every fix. Rankings are someone else’s scoreboard; this is your data’s readiness, proven.
Do I need to be technical?
No. Every finding is written in plain English, every fix comes as a copy-paste block with platform-specific instructions (Shopify, WordPress, Wix and more), and the technical detail stays one click deeper for your developer or agency.
What happens to my data in the free check?
Nothing is stored. The free check reads your public website, shows you the result, and keeps none of it. There are two exceptions, both yours to choose: create an account and track a business, or ask for the optional 7-day re-check email — for that we keep just your email and the checked address until that one email is sent.
See what AI says about your store — in about a minute.
Check my store — freeThis shows what we could verify right now about how AI systems can read your site. It does not guarantee more AI citations, traffic, or sales — no one can promise that yet. llms.txt is included for completeness but is not currently proven to affect citations.