Google-Extended Can Exclude Pages from Vertex AI Grounding Without Blocking Google Search
Use Google-Extended as a robots.txt control token for specified Gemini training and grounding uses while keeping Google Search crawling and ranking separate.
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Latest articles tagged “AI Visibility”
Open an article for the complete method, evidence, limitations, and a focused reader discussion.
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Perplexity DeepSeek V4 Flash: Verify Routing and Fallbacks
Verify Perplexity DeepSeek V4 Flash routes by separating Agent model fallback from Router deployment failover and preserving the evidence each surface exposes.
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How to Compare YouTube Citations With Google Search Results
Normalize watch, Shorts, embed, and short links to one video ID, then compare AI citations with a separately captured Google result set without mistaking absence for a universal ranking rule.
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How to Measure AI Citations and Recommendations Separately
Separate citation, publisher naming, claim support, recommendation and referral outcomes, then calculate attribution yield only from matched saved answers.
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Google Subscription Labels: A Publisher Verification Method
Verify Google news subscription labels with separate onboarding and display states, authorized paired observations, destination checks, bounded metrics and a reusable ledger.
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Google Community Perspectives: What 8 AI Mode Queries Showed
Five of eight AI Mode answers in one signed-in US-English desktop sample showed a distinct community section. See the titles, attribution gaps, destination checks, and limits.
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Google Generative-AI Search Control: Record Scope, Baseline and Rollback
Document eligibility, property inheritance, policy, baseline metrics, verification, propagation, observation, and rollback before changing Google’s AI Search control.
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How to Audit Sources in AI Local Recommendations
Separate business mentions, visible citations, click destinations, and profile cards; then classify source ownership and claim support without turning a sampled source mix into a ranking factor.
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How to Audit ChatGPT Job Listings Before You Apply
Verify employer, role identity, freshness, location eligibility, and the application destination before sharing personal data or treating a listing as active.
