Across five ecommerce catalogs we pulled on September 8, 2026, AI engines cited 886 distinct pages in 5,362 responses. Product pages were 25% of the cited URLs but earned 6.4% of the citations. Buying guides and blog posts were 30% of the cited URLs and earned 61.9%. A guide on these sites was cited eight … Continued
Roughly half of the sites Google’s AI Overviews cite for a buyer query do not rank on page one for it, and roughly six in ten page-one rankers are not cited. That’s what we found when we pulled 23 buyer-intent searches across the industries our clients compete in and compared the AI Overview citations to … Continued
Keyword cannibalization happens when two or more pages on your site target the same query, forcing search engines and AI systems to choose between them. In Google, that split usually resolves itself over time as one page wins. In AI search, it does not resolve. The model simply learns a blurrier picture of what your … Continued
YMYL, short for Your Money or Your Life, is the label Google uses for topics that can affect a person’s health, finances, safety, or welfare, and it covers most legal, medical, and financial websites. YMYL SEO is the work of proving your authority to search engines and AI assistants that apply a stricter standard to … Continued
Automate the SEO tasks whose output can be checked against an objective standard and whose mistakes are cheap to reverse: rank and crawl monitoring, report assembly, research gathering, candidate lists, and mechanical QA. Keep people on the work that has no answer key: topic selection, editorial standards, outreach targeting, and client diagnosis. The dividing line … Continued
The agency survival question is what a client asks when the rankings hold and the pipeline does not: what exactly am I paying you for? Answering it means changing what your retainer delivers, moving from positions on a results page to presence inside the answers your client’s buyers are reading instead. You have run the … Continued
