Rank And AI Citation Aren’t The Same Number
A new analysis reveals that search engine rankings and AI citations measure fundamentally different processes, with language models rewriting user prompts into shorter retrieval queries before matchin…
A new analysis reveals that search engine rankings and AI citations measure fundamentally different processes, with language models rewriting user prompts into shorter retrieval queries before matchin…
Google is transforming search by building a personalization system that uses its Gemini AI models to access users' private data from Gmail, Photos, Calendar, and YouTube before they even type a query.…
An analysis of 100 B2B queries in Google's AI Overviews found that self-promotional listicles backfire 69% of the time, with the publisher cited but a competitor recommended. Google appears to have de…
Google's AI Overviews and other generative AI tools are absorbing top-of-funnel B2B search traffic, causing a 67% drop in organic click-through rates for brands not cited in AI-generated summaries, wh…
The UK's Competition and Markets Authority has introduced two new conduct requirements for Google's general search services, mandating fair and transparent ranking of organic results and legally oblig…
A new integrated search brief framework aims to align SEO, PPC, and content teams in the AI search era, addressing siloed efforts and complex search results. The approach starts with a shared business…
A Kapwing report found that 59% of TikTok videos served to new accounts are AI-generated, three times the rate on YouTube. The analysis of over 10,000 videos showed kids' content had the highest conce…
AI bots now account for 57.5% of web traffic, surpassing human visitors, according to Cloudflare data. The shift is driven by AI agents fetching pages for users, with AI traffic growing eight times fa…
Publishing more content is actively harming SEO performance as AI-driven search systems prioritize semantic clarity and entity authority over raw volume. Unlike traditional search engines that rewarde…
Google updated its generative AI SEO guidance to clarify that LLMs.txt files are not needed for Google Search but are fine to use for other AI services. The revision addresses community questions and …
Darrell Tyler, Senior Manager of Organic Growth at CallRail, revealed in a SEJ webinar that 85% of SEOs use AI for content but only 12% have documented systems governing that use. He introduced a four…
Microsoft is rolling out four new features to Bing Webmaster Tools' AI Performance dashboard: Intents, Topics, Citation Share, and Compare. Citation Share shows a site's percentage of all citations fo…
Small merchants on platforms like Shopify, BigCommerce, Wix, Squarespace, or WooCommerce do not need to implement agentic commerce protocols themselves; their platforms have already integrated support…
Google's John Mueller and Martin Splitt argued on a podcast that stripping web pages to markdown for AI SEO removes crucial elements like links and navigation that aid search engine discovery and rank…
Google Search Console impressions are rising while traffic falls due to new content indexing, SERP layout changes like AI Overviews and featured snippets, or irrelevant pages ranking for unrelated que…
Reviewly.ai sponsored a guide arguing that fresh, consistent reviews are now the top local SEO trust signal for AI platforms like Google AI Overviews, ChatGPT, and Perplexity. The article advises busi…
Ahrefs analyzed logs from 137,000 domains and found 97% of llms.txt files received zero requests, with only 1,100 domains seeing any traffic. AI retrieval bots from ChatGPT and Perplexity accounted fo…
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…
Google's John Mueller argued that llms.txt files cannot help large language models differentiate between websites for discovery, as the files are self-reported and inherently untrustworthy. Mueller su…
Google Ads is shifting to serve AI agents that shop on behalf of consumers, with agentic commerce driving $67 billion in global sales during Cyber Week 2025. Product feeds are becoming bidding signals…