AI agents are shopping for your customers now. Can they buy from you?
ChatGPT, Perplexity & Co. read stores without JavaScript, parse product schema and check policies before they recommend anything. This free check tests what an AI shopping agent actually sees on your store — seven deterministic checks, evidence included.
Same 7 deterministic checks, run live on any store you name — side by side with yours. Both results come from what each store actually serves to AI agents; nothing is ranked or published by us.
Citation Lab BETA
Being readable is step one — being RECOMMENDED is the goal. We draft the shopping queries buyers ask AI assistants in your category and test whether a model actually names your store.
Can your store answer the 8 questions every buyer asks?
Shipping cost, delivery time, returns, sizing — if your public pages can't answer them, neither can the AI agent recommending products (nor a hurried customer). Every found answer is a verbatim quote from your own pages.
Agents parse your store. Humans feel it.
The free Frictionless scan finds the behavioural friction that stops the HUMAN half of your buyers — 14 patterns, quoted evidence, concrete fixes.
Checks run on what your store serves to non-JS crawlers: robots.txt rules for documented AI user agents, Product JSON-LD, raw-HTML prices, policy links, meta and Open Graph basics, and llms.txt. Deterministic — same input, same score. Privacy · Terms
frictionless