Stay up to date with the latest insights on AI visibility, GEO optimization, and digital transformation.
Showing 1-9 of 18 posts
The Common Crawl Foundation analyzed every llms.txt file in its July 2026 crawl archive. 68.27% were plugin or template output, Wix alone accounted for 41.34%, and 22.56% contained no links at all. Here is what that means, what it does not mean, and what the evidence actually supports doing for machine readability.
A 41-day server-log experiment found GPTBot, ClaudeBot, PerplexityBot, Meta-ExternalAgent and Amazonbot discovered none of 293 JavaScript-linked pages. Google found 48%. After conversion to plain HTML, GPTBot crawled 250 of them in under three hours. What that means for crawl access, robots.txt and the metrics you should be watching.
AI engines describe 96% of brands accurately and never mention 89% of them in category answers. One industry study puts 82% of AI citations on earned media. Brands with fewer than 2,000 pages mentioning them surfaced 3% of the time. The constraint on AI visibility is not your website.
Two industry studies put ChatGPT's share of AI referral traffic at 92.4% and 87.4%. Google says AI search sends billions of clicks and will not show the math. Here are six questions that separate a number you can plan around from one you cannot.
Researchers reading ChatGPT's raw network traffic found four hidden retrieval pipelines that help decide which sites get cited. About 11.6% of identical repeat prompts changed their primary source, and when the primary source switched, cited-URL overlap fell roughly 45%. Here is what that means for how you measure AI visibility.
A data-anchored synthesis of H1 2026 AI search: ChatGPT at 900M WAU, Google AI Mode hitting 1B users, Gemini at 900M MAU, and what it all means for brand visibility in H2 2026.
On June 3, 2026, Cloudflare CEO Matthew Prince confirmed that bots now account for 57.5% of HTTP traffic, the first time in internet history that automated agents have outnumbered human visitors. Google says Chrome auto-browse starts rolling out on Android at the end of June. Here is what the agentic web transition means for brands fighting to be found, recommended, and acted on.
Google I/O 2026 formalized the end of traditional search as the dominant discovery channel. AI Mode surpassed 1 billion monthly users. AI Overviews now serves 2.5 billion. Here is what the announcements actually mean for your brand's visibility, and what to do about it.
In April 2026, Google expanded AI Max to Shopping campaigns and Perplexity fought Amazon in federal court over agentic checkout. Here is what every brand marketer needs to know about the shift from ranking to citation.