stability.ai
This is how AI agents (not browsers) experience stability.ai. The score weights five categories of machine-readability; the ticks on the arc are the 30 individual checks behind it.
Top fixes
Found /llms.txt but missing H1 header and markdown links.
Fix · Squarespace: Publish /llms.txt at your domain root. Build a spec-compliant one at /tools/llms-txt-generator.
No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.
Fix: Emit `Link:` headers for canonical, alternate-language, and describedby relations. Agents that fetch HEAD-only or stream-render rely on these.
Visible text is 1.2% of HTML weight (5677/486704 bytes). Low. Markup may be crowding out agent-usable text.
Fix: Heavy ad or navigation markup crowds out agent-usable text. Aim for a text-to-DOM ratio above 15%.
1 recommended-field warning(s). First: WebSite recommends "potentialAction" (improves agent comprehension).
Fix: Validate your JSON-LD with Google Rich Results test. Fix missing required properties.
Page looks like Article|BlogPosting|NewsArticle; missing JSON-LD type(s): Article|BlogPosting|NewsArticle.
Fix: Align JSON-LD type to page purpose. Product pages without Product markup are skipped by agent shopping flows.
Heading issues: 3 skipped level(s).
Fix: Use a single H1 and avoid skipping heading levels (H1 → H3).
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This score clears the Bronze threshold (70+). Certification turns it into a dated, publicly verifiable attestation — a verification URL, an embeddable badge, and weekly monitoring for a full year. Scores under 70 can’t buy this, which is what makes displaying it mean something.
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