AI Visibility
Make your business machine-readable.
Structure crawl paths, schema, and evidence to improve machine interpretation, retrieval eligibility, and source evaluation.
Visibility starts before the answer.
CrawlRenderParseExtractRetrieveCite
Schema is not decoration.
A connected entity graph — plus machine-readable files beside the site.
sitemap.xml · robots.txt · llms.txt · schema.jsonld · evidence.json
Visibility diagnosis · 06 breaks found
Find the breaks.
- Crawl waste
- Pages crawled but not useful.
- Index confusion
- Unclear canonical signals.
- Schema gaps
- Disconnected JSON-LD.
- Entity ambiguity
- Business not identifiable.
- Answer gaps
- Questions not structured.
- Agent friction
- Actions and pricing hidden.
Diagnosis
Run your machine visibility diagnosis.
Send URLs, sitemaps, or schema. Croutons maps crawl paths, schema, and evidence for machine interpretation and retrieval eligibility.
No production integration required.