Here is a recap of what happened in the search forums today…

An incident affecting Feeds on the Google Merchant Center status dashboard could disrupt product listings and Shopping ad performance.

Google and Microsoft liaisons explain why dynamic ad surfaces, distinct assets and smarter AI inputs will define the next era of paid media.

Vibe coding isn’t just prompting. Learn how to manage context windows, troubleshoot smarter, and build an AI Overview extractor step by step.

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.

Today, the sales landscape has shifted from experimental AI adoption to a period of deep integration and measurable utility. Organizations are no longer asking if they should use artificial intelligence; they are instead focused on how to scale these tools across entire global workforces to achieve hyper-personalization and operational excellence. The current year is defined…

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.