Search Engine Journal reported that SEO teams struggle to track AI citations across multiple engines like ChatGPT, Claude, and Perplexity, with data scattered across six to twelve non-integrating tool…
Search Engine Journal will host a webinar on July 1, 2025, featuring Writesonic CEO Sam Garg, who will share lessons from building AI agents to track citations across six AI engines including ChatGPT,…
SEO professionals often fail to impress executives by reporting metrics like rankings and traffic instead of revenue and customer acquisition cost. To secure budget and justify investment, SEO reporti…
Google's Preferred Sources, Search Profiles, and Subscription Linking features allow users to prioritize content from selected publishers, creating a user-directed filter bubble that hinders discovery…
The SEO industry must shift from rank-tracking-style AI prompt measurement to volatility and average response tracking, as traditional methods fail due to AI model updates and personalization. ChatGPT…
A Search Engine Journal article reports that feeding the same query to a search engine and a large language model produces numerically similar but fundamentally different metrics, as search indexes ma…
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…
Lily Ray reported on Search Engine Journal that Google's AI Overviews decouple cited sources from recommended brands in generative search answers. Analyzing 100 B2B queries, she found self-promotional…
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…
Search Engine Journal reports that publishing high volumes of mediocre pages, a strategy that often worked in the 2010s, can now degrade search performance due to AI-driven search systems that priorit…
Google Cloud launched the Open Knowledge Format (OKF) v0.1, an open specification for packaging organizational knowledge as Markdown files with YAML frontmatter, aiming to improve knowledge portabilit…
Google Senior Search Analyst John Mueller said on the Search Off the Record podcast that llms.txt files cannot be used by large language models to differentiate which websites to surface, calling them…
Search Engine Journal reports that businesses can increase their odds of being recommended by AI-driven local search tools such as Gemini, Claude, ChatGPT, and Perplexity by adopting a continuous revi…
Ahrefs analyzed 137,000 domains and found that 28% published a llms.txt file, but 97% of those files received zero requests in May 2026. Of roughly 38,000 valid files, only about 1,100 received any tr…
Google's John Mueller said on a Search Relations podcast that llms.txt files cannot be used by LLM systems for discovery because they are self-reported and untrustworthy, pointing back to standard HTM…
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%…
The UK Competition and Markets Authority (CMA) imposed a conduct requirement obligating Google to let publishers opt out of generative AI search features and prevent content from being used for model …
Nearly 82% of users have not regularly used generative AI for search, and 57% still prefer traditional search for important topics, according to Search Engine Journal. DuckDuckGo reported that visits …
Google is testing two new Search Console features that allow site owners to control whether their pages appear in AI Overviews and AI Mode, along with dedicated performance reports showing impressions…
Google's AI Overviews appeared in 87% of 500,000 commercial-intent prompts sampled by Peec, an AI search visibility platform, according to Search Engine Journal. Peec found the feature on 64.6% of two…