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The standard complaint about AI citation tools is that they can’t do what rank trackers do. A keyword ranking tells you a stable position you can act on; a citation tool tells you who an AI model named this time, and that answer can shift the next time you ask. Read that way, citation tracking […]
Know what to look for in a digital marketing agency contract before you sign. Covers scope, KPIs, ownership, pricing, red flags, and cancellation terms.
Hidden instructions meant for AI models have turned up in academic papers, job resumes, calendar invites, and now court filings. It looks like a new problem created by large language models. It isn’t. Hiding white-on-white text from human readers while leaving it perfectly legible to a machine was a search engine optimization tactic 25 years […]
Microsoft Advertising is pulling Max CPC out of new campaign setups, another step in its push toward fully automated bidding. Starting Oct. 1, 2026, the setting will no longer be available when creating new non-portfolio campaigns on Target CPA, Target ROAS, Maximize Conversions, Maximize Conversion Value, or Maximize Clicks. Microsoft’s stated reason is that Max […]
The average AI Mode query in the United States now runs three times longer than a traditional search query. That single number explains why pages built around a keyword and a slow narrative windup are losing ground: when a system has to assemble an answer from your page, burying the actual answer under three paragraphs […]
ChatGPT does not answer most questions straight from memory. When a prompt needs current information, the model breaks it into a set of background searches — “fan-out queries” — runs them in parallel, and stitches an answer together from whatever comes back. Watching how those background searches have changed over the past year turns out […]
AI labs are buying used books. Not e-books, not licensed datasets — pallets of physical, printed books, sourced by brokers who pitch the deal in blunt terms: the best training data left is sitting on a shelf, because it was printed before generative AI existed to pollute it. At the same time, a whole tier […]
Google Ads is giving advertisers more room to test campaign changes before committing to them account-wide. A new round of updates covers Search campaign experiments, AI Max testing flexibility, and a faster path from Performance Planner forecasts to live changes. Some of it is live now; a broader multi-campaign testing option starts rolling out in […]
Microsoft Advertising is taking AI Max for Search out of pilot and rolling it out globally, several months after opening it to advertisers in May. The move follows Microsoft’s original April 21 announcement of the feature suite, and it lands at the same time Google is pushing its own advertisers toward AI Max in a […]
YouTube is changing what counts as a “view” across long-form videos and live streams. The new rule counts a view starting from a video’s first frame, matching how Shorts have always been counted, rather than requiring the intentional-play threshold long-form video has used until now. What’s changing Going forward, YouTube will count views from the […]