01
Your store's first read
When your position opens, CITAQ reads your catalog and scores every product on its own — a 0–100 citation-readiness score per SKU, not a store-wide average.
Waitlist — next batch
Find out if your store is invisible to AI shopping agents.
CITAQ scores how well AI agents — the ones now shopping, comparing, and buying on behalf of customers — can understand your store. If they can't parse your products, they can't recommend them.
Founding store positions are at capacity. The waitlist is the ordered queue for the next batch.
- Built for Shopify brands
- Scores per product, not per store
- No credit card required
Sample read — example storeSample
Partially agent-ready
Agents can find this store's products — but miss the details that drive a recommendation.
Product Information Completeness72
Content Clarity55
Category Fit & Purpose41
Example data. Your store gets its own read when your position opens.
WHAT A POSITION GETS YOU
What the waitlist gets you
Per-product scoring is the starting read, not the ceiling. The same position also activates live identity checks and competitive diffs against the AI platforms shoppers already use — plus citation and category monitoring built to track your standing as it ships.
02
A ranked gap list
Each score comes with the exact fields and signals AI agents couldn't find in that product's page — ordered by how much fixing each one moves the score.
03
Fix it, then re-check instantly
Fix a gap and re-score that product on demand. Once it's enrolled in monitoring, CITAQ keeps re-scanning it on its own cadence, so a fix never sits unverified.
04
Live checks across the AI platforms shoppers use
CITAQ's Live Verification queries ChatGPT, Perplexity, and Gemini directly about your brand and products — catching contradictions like a wrong parent company, a discontinued item still being recommended, or a price that doesn't match, before a shopper hits one.
05
Competitive positioning, field by field
Point CITAQ at a competitor's listing and get a side-by-side diff: which fields you have that they don't, which module scores separate you, and exactly where the gap is.
06
Citation and category monitoring
CITAQ is built to track where a product gets cited across ChatGPT, Perplexity, Gemini, and Google AI Overviews, ranked against named competitors in its category — monitoring designed to re-check automatically as the category shifts, not just when you ask.
Get your store's read.
One email address claims a position. When it opens, CITAQ reads your catalog product by product.