A practical explanation of vector space models, transformers, and cosine similarity, and what modern information retrieval means for SEO and AI search. The post Information Retrieval Part 3: Vectorization And Transformers (Not The Film) appeared first on Search Engine Journal .
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Information Retrieval Part 3: Vectorization And Transformers (Not The Film)
The latest SEO Pulse examines how AI interfaces reshape link visibility, redirect clicks, and filter sources before rankings apply. The post Google AI Mode Link Update, Click Share Data & ChatGPT Fan-Outs – SEO Pulse appeared first on Search Engine Journal .
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Google AI Mode Link Update, Click Share Data & ChatGPT Fan-Outs – SEO Pulse via @sejournal, @MattGSouthern
Feb 26
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This week’s PPC Pulse covers Google’s new Meridian Scenario Planner and Microsoft’s hands-on Performance Max training updates. The post New Meridian Tool, Performance Max Learning Path – PPC Pulse appeared first on Search Engine Journal .
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New Meridian Tool, Performance Max Learning Path – PPC Pulse via @sejournal, @brookeosmundson
For the original iTunes version, click here. This week…
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Search News Buzz Video Recap: Google Volatility Heated All Week, Google Reviews Vanishing, AI Overview & AI Mode Links Updated, Google Ads News…
Google’s John Mueller said that he discourages large sites from force indexing its pages to Google Search. He said on a comment on LinkedIn, “I strongly recommend not relying on trying to force indexing.”
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Google Discourages Force Indexing Pages To Search
Google’s John Mueller said that he discourages large sites from force indexing its pages to Google Search.
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Google Discourages Force Indexing Pages To Search
As I noted in my story yesterday about Google reviews dropping out, Google has updated the Google Business Profiles review policies, the Prohibited & restricted content section.
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Google Updated The Business Profile Review Policies
Google sent out an email to some Google Ads advertisers about changes coming to Google Ads budget pacing for ad scheduling. These changes go into effect on March 1, 2026.
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Google Ads Updates Budget Pacing For Ad Scheduling
As you know, OpenAI said they would release ads in ChatGPT and then about ten days ago, said the ads went live for a limited number of users. Since then, we have not seen reports of anyone seeing ads in the wild within ChatGPT until now.
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ChatGPT Ads From Expedia Spotted In The Wild
Google may be testing a new ad unit named Sponsored Places. I think this is new, I mean, have any of you seen this before in the search results
Link:
Google Sponsored Places Search Ad Unit