Search Ecosystem & Dialogue Engines
From queries to conversational retrieval models.
Google Says the Disavow Tool Still Has Effects — And That Makes Blind Backlink Cleanup Riskier
Google has spent years telling site owners that most of them do not need the Disavow Links tool. That advice has sometimes been simplified into a much stronger belief inside the SE...
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Google Search Console Finally Measures AI Visibility — But Still Hides the Queries and Clicks
Google has taken an important step toward making AI search measurable inside Search Console. Website owners with access to the new generative AI performance report can see when the...
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Did Anyone Else See Strange GA4 Realtime Behavior Yesterday?
Did anyone else see strange GA4 Realtime behavior yesterday? As part of a test we’re currently running, we’ve been closely monitoring the traffic o...
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Google Stops Site Reputation Abuse Demotions in Europe — SEO Rules Now Depend on Where You Search
Google Search has crossed a line that matters far beyond one spam policy. Starting August 30, a site can be subject to a Google manual action for site reputation abuse and yet have...
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Google Search Appears to Have an Indexing Problem — While Its Status Dashboard Says “No Incidents”
Google Search Appears to Have an Indexing Problem — While Its Status Dashboard Says “No Incidents” Google Search appears to be experiencing an indexing or serving problem affecting...
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Google’s AI Answers Are Reopening an Old Question: Who Actually Creates the Value?
One of the most important questions in artificial intelligence is not whether machines can produce convincing answers. It is who creates the underlying value that makes those answe...
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Google Is Showing Fewer PDFs in Search. Is the Web Becoming the Preferred Format?
Something appears to be changing in the way PDF documents surface in Google Search. SEO observers have reported declines in the visibility of PDFs across search results, prompting....
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Google’s August 2026 Spam Update Is Over. What Did It Actually Target?
Google’s August 2026 spam update is finished, but the interpretation phase is only beginning. The rollout started on August 18 and ended on August 21 after about two days and 16 ho...
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Maybe GEO Won’t Replace SEO. Maybe SEO Is Simply Becoming Something Bigger
SEO has supposedly been replaced several times already. Voice search was going to redefine it. Social discovery was going to bypass it. Zero-click search was going to make rankings...
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Google Preferred Sources Could Change How Publishers Think About Search Visibility
For years, publishers have treated brand recognition and Google visibility as related but fundamentally separate problems. SEO helped a page earn exposure in search; brand building...
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Google’s August 2026 Spam Update Is Over. Now Comes the Hard Part: Understanding What Changed
Google’s August 2026 spam update is finished. The rollout began on August 18 and was marked complete on August 21 after roughly two days and 16 hours, making it a relatively short....
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