Citano checks whether ChatGPT, Perplexity, Claude and Gemini recommend your store when shoppers ask — shows which competitors get picked instead and which sources the AI cites, then generates the evidence-based fixes (page rewrites, "you vs competitor" comparison pages, off-site citation targets) and one-click-publishes them to Shopify or WordPress as reviewable drafts. Shopify-first, grounded in controlled research (Princeton GEO) — no llms.txt/schema snake oil.