GEO & AI Search
Perplexity Pro vs Free: How Citation Behaviour Differs (And Why It Matters)
Perplexity Pro and Perplexity Free cite different sources for the same query. Here is what we measured across 200 prompts…
GEO & AI Search
Perplexity Pro and Perplexity Free cite different sources for the same query. Here is what we measured across 200 prompts…
GEO & AI Search
Lost AI citations overnight? Here is the diagnostic framework I run with clients to identify the cause and recover within…
Technical SEO
AI crawlers handle redirects differently than classic search bots. Here is how to use 301, 302, and canonical tags so…
Technical SEO
JSON-LD wins for AI search in almost every scenario. Here is the decision framework, the edge cases where Microdata still…
Content Strategy
Thin and outdated content dilutes your topical authority and starves AI engines of clean signals. Here is the content pruning…
Distribution
The top 3 most-cited domains across 42,971 AI citations are YouTube (1,525), Reddit (1,444), and Wikipedia (975). Here is what…
Content Strategy
AI Mode readability is bimodal, not normal. 23.5% of cited sentences score Very Easy and 21.3% Very Confusing. The mushy…
Technical SEO
Every Google AI Mode citation URL contains a hidden text fragment that reveals the exact sentence cited. Here is how…
Content Strategy
Across 1,719 cited sentences, the median position was just 31.2% down the page. The opening 3 paragraphs are the highest-probability…
Content Strategy
AI Mode never cited a sentence longer than 17 words across 11,672 decoded citations. Here is how to rewrite your…