4-dimension score
Scored across data quality, schema, feed health and AI discovery.
A diagnostic that scores how visible your catalogue is to AI shopping agents — ChatGPT Shopping, Perplexity, Google AI — with the fixes ranked by impact.
Shopping is moving to agents. Most catalogues are invisible to them.
AI agents can't reliably parse your catalogue.
More buyers ask an AI to find and compare products. If it can't read your catalogue, you're not in the running.
Your site can look great to people and still be unreadable to the agents shopping on their behalf.
Without a clear score and gap list, "be AI-ready" is just a vibe.
Scored across data quality, schema, feed health and AI discovery.
Where your product data is thin, ambiguous or inconsistent for machines.
Whether your structured data and feed give agents what they need.
We actually ask AI shopping tools for your products and see what comes back.
A short brief and access to what we need. We tell you straight whether this is the right product for the job.
Our systems do the heavy lifting and we do the judgement. You get a polished, ready-to-use deliverable.
Delivered in the formats you actually use, with a walkthrough. Yours to keep and run with.
The feed audit fixes Google Shopping performance. This scores readability to AI shopping agents, a broader, newer surface. They're complementary.
A scored diagnostic with critical issues, quick wins and a 90-day action plan.
If you want the fixes done, Agentic Storefront Optimization implements them.
Start with the free Cited audit, or book a 30-minute call and tell us what you need.