Is your store visible
when shoppers ask AI?
ChatGPT, Perplexity, and Google AI Mode now answer millions of “what should I buy” questions every day. Paste any product page URL and find out if your store gets cited — or if your competitors do instead.
Works with Shopify, WooCommerce, Magento, and any custom storefront. No account needed.
How it works
Paste a product URL
Any product or collection page from your Shopify, WooCommerce, or custom store.
We analyse 5 signals
Schema completeness, FAQ content, intent alignment, technical specificity, and review signals — all weighted by LLM citation research.
Get your score + findings
3 specific, actionable findings written by AI for your exact page. Plus: a live competitor benchmark.
What your free report includes
AI Visibility Score
A single 0–100 score across 5 weighted signals. Colour-banded: LLM-Ready (green), Partially Visible (amber), or Invisible to AI (red).
5-Signal Breakdown
Individual scores for Product schema, FAQPage markup, intent alignment, technical specificity, and review signals — each with a one-sentence explanation.
Top 3 Findings
Your 3 biggest opportunities, written by Claude specifically for your page — with citations from LLM research and a concrete fix (not generic SEO advice).
Live Competitor Benchmark
We run 3 real buying prompts in your category and tell you exactly which brands get cited instead of you. This is the part people screenshot.
Downloadable PDF Report
A polished, shareable PDF you can take to your team or agency. Emailed to you automatically.
A preview of what we held back
5 more issues, off-site signal analysis, 30+ prompt taxonomy, site-level scoring — all reserved for the £497 full audit. You'll see exactly what you're missing.