Search Engine Marketing

ChatGPT ads show strong early CTRs — but scale is still the question

Initial reports from SimilarWeb indicate ChatGPT ads are outperforming traditional benchmarks on engagement — but with limited inventory and small-scale tests, it’s too early to call this a long-term trend. What’s happening. According to early analysis, ads appearing in ChatGPT conversations are generating strong click-through rates vs Display and Podcast channels, likely driven by high-intent […]

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The 10-gate AI search pipeline: Find where your content fails

The AI engine pipeline has 10 gates between your content and a recommendation:  Discovered.  Selected.  Crawled.  Rendered.  Indexed.  Annotated.  Recruited.  Grounded.  Displayed. Won.  Confidence at each gate multiplies, which means your worst gate sets your ceiling, and a single near-zero anywhere in the chain drags the whole result down with it. That dynamic leads to

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Web Bot Auth, Google’s new experimental method to validate authentic bots

Google is trying a new method of bot authentication named Web Bot Auth. Google posted a new help document that explains that Web Bot Auth is a “new cryptographic protocol that helps websites to validate that bots are authentic.” The goal of Web Bot Auth is to help you automate the process of authenticating which

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Query intent vs. conversion intent: Why the difference matters

One of the major reasons PPC practitioners hold onto syntax-oriented keyword strategies is the disconnect between “query intent” and “conversion intent.” For years, you’ve likely relied on keywords to show you understand what your customers want and to prequalify traffic using syntax-oriented signals. As user behavior shifts to more conversational queries and AI becomes an

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