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…
LLM Pulse offers the deepest AI visibility API with 73 paths, 82 operations, and 300 requests per minute, the only one that reaches answer text, individual cited URLs, and first-party Search Console d…
LLM Pulse's MCP server offers the largest dedicated AI visibility tool set with 85 tools (52 read, 24 write), the only one where an agent can create prompts and competitors as well as read them, accor…
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…
User-generated content platforms account for a substantially larger share of cited domains than publishers in ChatGPT responses to B2B SaaS prompts, according to an analysis of roughly 35,000 citation…
OpenAI's ChatGPT began sending 157% more referral traffic to websites on May 7, with the share of visits landing on brand homepages jumping from roughly 25% to 60%, according to a Similarweb report. T…
Traditional SEO metrics are breaking down with the rise of AI answers, prompting marketers to rethink measurement. According to the article, most AI visibility tools like Profound, Peec, and AirOps re…
Bayer is building discoverability and shopability across six over-the-counter brands in AI answer engines, while Zoom automated product naming with an internal AI agent and is hiring a dedicated AI en…
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 built a tool to check whether AI assistants name their product, and found that across 44 answers from ChatGPT, Gemini, and Perplexity, their product was named zero times. The developer dis…
Google.com has become the second most-cited domain in Google's AI Mode, with citation share rising 8.4x between April 15 and June 30, driven primarily by Business Profile cards and Product Knowledge P…
Google's AI Mode increased citations to google.com by 8.4x between April 15 and June 30, making it the No. 2 cited domain in Profound's tracking, driven almost entirely by Google Business Profiles and…
Google's AI Overview, a Gemini-generated answer block placed above traditional search results, now appears on close to one in five searches, according to Ahrefs' analysis of roughly 100,000 keywords. …
Profound, an AEO company, launched FactCheck, a tool that compares LLM outputs to a brand's own knowledge base to flag inaccuracies, as 21% of consumers would blame the brand for AI-generated misinfor…
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…
Google is beginning to fence off free AI citations, mirroring its 2013 crackdown on press release SEO, according to Resonate Labs co-founder Shane Tepper. A Fuel Online audit found 62% of enterprise d…
Marketers are increasingly concerned about AI poisoning, where competitors manipulate LLM responses by posting fake reviews or misinformation to damage rival brands. A study found only 8% of users ver…
A developer launched a free AI visibility tracker that monitors presence across ChatGPT, Gemini, Claude, Perplexity, and Google's AI Overviews, offering dashboards, graphs, and scheduler tools as a br…