2026 study
SEO Software AI Readiness: 50-Vendor Public-Web Study
How 50 SEO software sites expose canonical, schema, pricing, documentation, direct-answer, crawler, and llms.txt signals.
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Reproducible public-web studies with visible methods, source domains, collection dates, and downloadable data. Customer Google data is never used.
2026 study
How 50 SEO software sites expose canonical, schema, pricing, documentation, direct-answer, crawler, and llms.txt signals.
Read study