Site scanner
Crawl what an agent sees today: products, pages, schemas, forms. No SDK, no config.
Features
Everything you need to ship schema, and keep it shipping.
Loopful is the whole pipeline. Scan, propose, review, deploy, verify. Built so a single product person can ship, and a hundred-person team can govern.
Schema studio
Visual editor for every field of every entity. Diff before you ship.
Evidence-backed AI
Suggestions come with the page snippet they're drawn from. You approve every change.
One-snippet deploy
A single script tag, or route through our edge. Works with any stack.
Live verification
Loopful re-checks your layer every minute. Stale layers get blocked, not served.
Drift detection
When your content changes and the schema doesn't, you find out before the agents do.
Versioning + rollback
Every change is a version. Roll back in one click. Audit trail forever.
Agent dashboard
Watch every read in real time. By agent, by action, by latency.
API + webhooks
Programmatic access to layers, audits, and events. Build on top.
Review-first
Nothing ships to production until you say so.
Generative tools that just push raw schema make a mess. Loopful runs deterministic extraction first, surfaces uncertainty plainly, and waits for your approval on every field. AI assists; you commit.
- Diff every change against last published
- Inline evidence: “this came from this paragraph”
- Approve, edit, or reject per field
- Roll back instantly when a vendor breaks something
review · /products/lamp3 changes
{
"@type": "Product",
"name": "Wireless Lamp",
- "price": "$49",
+ "price": "$49.00 USD",
+ "availability": "InStock",
+ "agent.action": "AddToCart"
}
// approve · edit · rejectOpen the door for the agents.
One file. One review. One snippet. Every agent on every platform reads the same clean layer, reviewed and approved by you.