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Methodology

Generated-App SEO and Meta Output Quality: A Proposed Axis for What AI App Builders Actually Emit to Crawlers (August 2026)

A candidate BuilderProof benchmark axis that scores the crawler-facing artifacts AI app builders emit by default: per-route titles, canonicals, social cards, robots.txt, sitemap.xml, structured data, and whether route content reaches a crawler at all. Rubric, four rendering postures found in the vendor docs, a dual user-agent reproduction protocol, and an open call for comment.

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