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Dive into the evidence behind AI search and its effects on page performance. Learn from experts in the latest SEJ discussion. The post AI Search is Working. How to Prove It With Real Tests. appeared first on Search Engine Journal . from Search Engine Journal https://ift.tt/8jgcVnK

OpenAI killed Atlas because AI browsers were always a workaround. The real fix is a website machines can actually read. The post AI Browsers Are Backward Because Agents Never Needed The Visual Layer appeared first on Search Engine Journal . from Search Engine Journal https://ift.tt/tuNYa74

hello guys, I am working as an SEO for a new site and the client want the projection for the SEO KPIs. Its a SaaS based project, where we will be doing 30 blog posts per months targeting long tail and low KD keywords. Also, we will be doing outreach campaigns for backlink opportunities. However, i dont have a clear idea on the projection of SEO KPIs like impression,cliks,and CTR after 3 months. how should i estimate that?? submitted by /u/WittybutWise [link] [comments] from The SEO Authority https://ift.tt/eDJGFz9

Does Google penalize AI content? Get answers on GEO, answer engine optimization, and the content personalization signals that convert. Watch on demand. The post Why AI Content Stopped Working & What To Do About It [Watch Now] appeared first on Search Engine Journal . from Search Engine Journal https://ift.tt/Xvx8tsj

Back when AI search first became a thing, nobody knew how to measure any of it. I started my agency right at that moment (one of the first built specifically for this, mind you). The tooling didn’t exist yet, and when clients asked “is it working?” nobody in the industry could honestly answer them. Then I started seeing bs on LinkedIn from funfluencers and “experts” about citations and how they’re what matters. My guess is citations won because they were the first thing anyone could count: you could track them and put them in a deck, so overnight they became the North Star. This has irked me the entire time. Nobody clicks a citation and buys… No one is reading an AI answer, recognizing your domain in the little source carousel, and converting. People click through when the AI recommends your brand by name, and maybe when it mentions you. This is why branded traffic goes up when AI visibility goes up for high traffic queries. People see the recommendation and go run a secondary s...

no hedging, no "it depends." if your site doesn't have topical authority, your link budget is a donation. i've been doing SEO for 7+ years, agency clients, my own projects, legal, medical, saas. the pattern over the last 2 years is impossible to ignore: sites with deep, connected topical coverage rank and get cited by AI systems with mediocre link profiles. sites with strong DR and shallow content get filtered out of both classic SERPs and AI answers. three things i keep seeing: AI Overviews and LLM citations pull from sources that cover a topic completely, not from sources with the most referring domains. i've watched a DR 20 site with a full semantic content network get cited over DR 70 competitors repeatedly. links amplify what already exists. if your content graph has holes, links amplify the holes. you rank for the head term for 3 weeks, then settle back because the site doesn't answer the follow-up questions users and engines both have. the order o...