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AI answerability from page structure and evidence

A crawl-grounded score for clear headings, entities, freshness, authorship, substance, and citations.

medium

Generative search optimization
15tests fired in this category
modules
2dedicated generative search optimization checks
every scan
299+tests across all categories

Why it matters

Answer engines need more than a keyword. They need a page whose main content, entity, language, dates, author, and supporting sources are easy to isolate and interpret.

How it works

FixWeb derives nine signals from each rendered snapshot: question-style headings or QA schema, Organization or Person plus sameAs, a main landmark, one-level heading hierarchy, html lang, a valid publication or modification date, an author, at least 300 words, and an outbound citation. Pages below 70 are reported with their missing signals.

Site impact

Unclear page structure and missing attribution make otherwise useful information harder to summarize accurately. Weak entity and freshness cues can also leave a factual answer without enough context to trust or cite.

How FixWeb tests for it

The crawler parses rendered headings, landmarks, text count, language, links, and JSON-LD, then applies the weighted answerability scorer and caps findings at the lowest 20 pages. It does not query ChatGPT, Perplexity, Google AI Overviews, Search Console, or analytics.

How to improve

Use one H1 and an orderly outline, put a direct answer or genuine FAQ/HowTo structure near the top, and expose the primary content in main. Add real Organization or Person identity links, visible authors and dates, substantive copy, and citations that support the claims.

Run it on your own site

Keep improving while FixWeb keeps watch.

FixWeb crawls public pages like a real browser, then organizes crawl, search, content, accessibility, performance, media, form, runtime, browser-compatibility, owner-data, and repo findings into practical improvement prompts for Cursor, Claude, and Copilot.

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  • Just paste a URL — we crawl, analyze, and report
  • Severity-graded quality issues, deduped to signal only
  • Current, AI-ready improvement prompts you can paste into Cursor, Claude, Copilot
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AI answerability from page structure and evidence — Quality Spotlight · FixWeb