Shoppers ask AI before they Google — and buy from its first recommendation. CitoRank tracks whether that pick is you or a rival across ChatGPT, Claude and Gemini, then hands you the exact playbook to win the slot — with real evidence from Trustpilot, Reddit and the news.
Built by the team behind Leisureshopdirect.com — our own store earns 150K+ generative-AI impressions a month (Google Search Console).
Built to track
The shift, measured
Where you stand in ChatGPT, Claude and Gemini, and the plan to climb — the whole story in 61 seconds.
Watch the video on YouTube →
Prefer the full tour? Watch the 17-minute walkthrough →
Your store platform can push your catalogue into AI shopping surfaces — that's the on-ramp. It can't tell you whether the AI then recommends you or the other “popular options”, or how to become the pick. That's CitoRank: the scoreboard and the playbook on top of the on-ramp.
We measure your share of voice across the sources AI actually cites — review platforms, community threads, video reviews, "best of" lists — with sentiment included. If you aren't being cited, we show you the exact sources you need to land in.
LLMs need structured data to understand price, stock and product attributes. We scan your live product pages, score the JSON-LD you've got today, and tell you exactly which fields are missing or broken — Product, Offer, AggregateRating, FAQ, Breadcrumb.
Track how often ChatGPT, Claude and Gemini recommend your specific SKUs versus your competitors — visibility, best position and average position, per model, per keyword, tracked over time.
On our Balanced and Comprehensive analysis tiers, CitoRank uses live web search inside the AI models to pull real citations from real sources — not hallucinated guesses. You get back evidence-based recommendations sourced from:
That's the difference between knowing your rank dropped and knowing exactly which Reddit thread just pushed your competitor above you — with a prioritised fix list to act on, not just a chart to worry about.
"For under £300, the Alpicool C30 comes up again and again — it holds 4.5/5 on Trustpilot, and several van-life Reddit threads rate it the best budget compressor fridge."
"If your budget stretches, the Dometic CFX3 is the one owners keep recommending — Outdoorsmagic's round-up rates it best overall, and long-term owners on r/vanlife say the build quality justifies the price..."
Four plans. ChatGPT, Claude & Gemini on every plan. Cancel anytime in Shopify. See full pricing →
2,500 Credits · Lite analysis
5,000 Credits · adds web grounding
10,000 Credits · every analysis tier
25,000 Credits · unlimited competitors
Install in one click. Your first audit runs the same day.