From Shopify catalogue to AI citations in five steps.
See exactly how we go from your live product feed to a live citation dashboard — including which models, which queries, and which sources we pull from.
We pull your products from Shopify
One-click install via the Shopify App Store. We import every SKU, collection, vendor and listing. No CSV uploads, no manual mapping.
We reverse-engineer your customers' AI queries
Our planner generates the specific buyer-intent queries shoppers ask ChatGPT, Claude and Gemini about your category — "best [your category] under £100," "[your brand] vs [competitor]," "is [your product] worth it?" and dozens more.
We re-run them on a schedule
Every query goes to every LLM. We log who got recommended, who cited what, and which schema gaps held you back.
We show you the scoreboard
Per model, per keyword: visibility, best position, average position, share of voice — tracked over time so you can see climbs and drops.
We hand you the playbook
Not just a chart. Prioritised fixes: which Trustpilot pages to land in, which Reddit threads to engage, which schema fields to add, which guides to publish.