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Measuring whether AI search engines actually cite you

Measuring whether AI search engines actually cite you

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1 min read
Tracking podcast transcripts through 4 AI engines over 6 months

Tracking podcast transcripts through 4 AI engines over 6 months

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6 min read
The AI audit rep-curve: why 1 run gives you 67 percent reliability

The AI audit rep-curve: why 1 run gives you 67 percent reliability

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6 min read
Entity disambiguation versus schema: which moved citations more

Entity disambiguation versus schema: which moved citations more

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6 min read
B Corp certification at an agency: signal, friction, or both

B Corp certification at an agency: signal, friction, or both

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6 min read
12 client portfolios, 12 months post-AIO: the traffic data

12 client portfolios, 12 months post-AIO: the traffic data

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6 min read
FAQ schema and AI citation lift: measuring, then attacking, a positive finding

FAQ schema and AI citation lift: measuring, then attacking, a positive finding

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6 min read
Tracking 47 Reddit comments through Perplexity citation rails

Tracking 47 Reddit comments through Perplexity citation rails

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6 min read
Measuring AI search engine overlap: 412 queries, 12 percent shared citations

Measuring AI search engine overlap: 412 queries, 12 percent shared citations

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6 min read
The SEO-to-GEO workflow diff: what we kept, cut, and rewrote

The SEO-to-GEO workflow diff: what we kept, cut, and rewrote

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6 min read
How we tier-coded 800 AI search citations (and re-coded 174 of them)

How we tier-coded 800 AI search citations (and re-coded 174 of them)

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6 min read
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