AI agents are becoming the new shoppers. We continually test and monitor your site from an agent's perspective and show you exactly what's broken and how to fix it.
Sign Up for BetaEven those claiming "agentic commerce ready." We measure what matters for agent commerce across discovery, understanding, and transactions.
How It Works
WebMCP, MCP, payment flows, checkout infrastructure. Watch in real-time as our Agent View browser shows you exactly what agents see.
Generate a single AI agent readiness score with competitive benchmarking. See exactly where you rank vs. industry average.
Get code-level, prioritised fixes generated by a purpose-built multi-model AI engine. Frontier models handle the complex analysis. Faster models handle the rest. The result: precise, actionable fixes you can copy-paste straight into production.
Agent readiness isn't a one-time fix. Enable continuous monitoring to get alerts when your score drops, robots.txt changes, or schema markup breaks.
Tells you if agents recommend you based on content rankings.
Tells you if agents can find, understand, and buy from you. We test transaction infrastructure.
Catalogue Intelligence
Per-site averages hide the items that actually fail at agent checkout. Aidō Lighthouse gives every product its own Agent Purchasability Score across five axes. You see exactly which SKUs an AI agent can buy and which ones look fine but break at the till.
Each of these silently breaks agent commerce. Most catalogue tools never check.
The Agent-Optimised Catalogue Feed (AOCF) is an open extension to Google Merchant Center that declares per-product agent purchase terms: whether the agent is permitted to buy it, which payment protocols you accept for it, whether it's mandate-eligible, what may substitute for it.
OpenAI's ACP covers selection. Feedonomics ACE covers syndication. AOCF fills the layer in the middle: per-product purchase permissions, machine-readable. Published openly under CC BY 4.0 because the gap is real and nobody owns it yet.
Agent Readiness Matrix
Most of your volume moves through retailer sites, and nobody on your side watches how those pages read to an AI agent. Aidō takes your GTIN catalogue and checks each retailer that stocks you: can an agent find each product, match the right one, and read its price and stock? You get verified coverage per retailer, with the scan evidence behind every confirmed match. Every scan on the Aidō network checks your catalogue too, so the matrix grows even from scans you never commissioned.
Illustrative. In the product, every cell opens the scan evidence behind it: the page we fetched, the markup we parsed, the match method and confidence.
One marketplace refused every AI shopping agent we tested. The brand's products are listed there; to an agent, none of them exist. Without scanning for it, nobody on the brand side would know.
Use Cases
Agent-ready merchants process more transactions. Partner with Aidō Lighthouse to enable readiness at scale.
When ChatGPT, Claude, or agents try to search or buy from you, does your infrastructure work?
Most of your volume moves through other people's websites. Find out whether agents can verify your products there.
Aidō Lighthouse is currently in private beta. Sign up to get early access.