Perplexity SEO: Audit Crawlers, Citations, Referrals and Source Labels
Audit PerplexityBot and Perplexity-User separately, validate cited claims, capture source labels and connect detectable referrals to qualified outcomes.
Tagged collection
Latest articles tagged “AI Visibility”
Open an article for the complete method, evidence, limitations, and a focused reader discussion.
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AI Search Ranking Factors: What Platforms Document—and What They Don’t
Separate documented eligibility and controls from practitioner observations and unknown source-selection mechanics before acting on ranking-factor claims.
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Google AI Mode SEO: Map Query Fan-Out Without Publishing Thin Pages
Map related questions around one user problem, then decide which belong in a deep guide and which truly deserve a separate URL.
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Google AI Overviews SEO: What Makes a Page Eligible for Citations
Google documents ordinary Search eligibility for AI Overview supporting links—not a special schema or guaranteed inclusion. The workflow starts there.
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ChatGPT SEO: How to Earn Discovery, Citations and Clicks
A practical ChatGPT SEO workflow that separates crawler discovery, answer citations, referral clicks and qualified outcomes instead of hiding them in one score.
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Cloudflare /crawl Now Enforces Content Signals: Test reference vs full
Cloudflare Browser Rendering now compares /crawl contentUse with a publisher’s Content Signals ceiling. Use this controlled matrix to test reference and full without overstating what the signal proves.
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Google AI Mode Adds Link Carousels for Developing Topics
Google AI Mode can now show link carousels for developing topics. A 24-, 48-, and 72-hour ledger helps publishers separate inclusion, source movement, and visits.
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Google AI Overviews Can Expand Before You Scroll
Some Google AI Overviews can expand automatically before a user scrolls. Measure the pixel displacement and first-organic visibility instead of relying on rank position alone.
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Dreambeans vs Google Discover: Publisher Guide
Dreambeans, Discover, Preferred Sources, and Google News audio use different inputs and offer different publisher opportunities. Here is the current product boundary.
