Ten Speed's study of 7,387 AI citation appearances found that product pages received 24.1% of citations during B2B vendor evaluation, while Reddit and YouTube combined for 4.2%, with brand-controllabl…
A March 31, 2026 analysis by Peec AI found that Reddit, YouTube, and LinkedIn are among the most-cited domains in AI-generated search answers across ChatGPT, Google AI Mode, Gemini, Perplexity, and Go…
A developer compared 15 LLM visibility tracking tools, distinguishing LLM observability from LLM visibility, and found that citation overlap between engines on the same prompt is under 30%. The analys…
OpenAI is increasingly using site: search operators in ChatGPT's fan-out queries to curate higher-quality sources and reduce spammy outputs, according to an analysis by an SEO researcher combining dat…
A 47-answer study of AI visibility tooling found that ChatGPT, Claude, and Perplexity agreed on vendor recommendations less than a third of the time, with six brands—Semrush, Profound, Otterly, Peec A…
A new analysis by citability.dev founder found that ChatGPT, Claude, and Perplexity named his website only 3 times across 47 usable answers to 16 buyer questions, with ChatGPT and Perplexity each nami…
A March 2026 study by Tom Wells found that 83% of products in ChatGPT's shopping carousels matched Google's top 40 organic Shopping results, with 60% of strong matches coming from the top 10 results, …
A developer compiled a list of the top 10 GEO checker and AI visibility tools in 2026, highlighting Scalevise GEO Checker as the top pick for instant AI readiness analysis without requiring an account…
Berlin-based Peec AI is raising new funding at a $200M pre-money valuation, double its worth eight months ago, as it bets on generative engine optimization (GEO) replacing traditional SEO. The startup…
Peec AI analyzed 37,804 AI responses from 1,754 prompts across five LLM engines and found that over 90% of phrasing variations carried similar meaning, with concise keyword prompts surfacing up to 20%…
A study by Peec AI analyzing 1,754 prompts and 37,804 AI responses across five sectors found that over 90% of prompt variations share similar meaning, with wording changes impacting brand mentions onl…