Why LLM perception drift will be 2026’s key SEO metric

LLMs like ChatGPT, Gemini, and Claude now sit across search, content generation, and recommendations.   Now, 80% of tech buyers rely on generative AI at least as much as traditional search to research vendors, according to a Responsive survey of B2B buyers.  This effective transfer of trust in AI discovery has become an enablement tool for […]

OpenAI insists ChatGPT ‘ads’ weren’t ads

OpenAI is trying to reassure paying users after ChatGPT surfaced what looked like ads from brands like Target and Peloton – and said those prompts weren’t ads at all. What happened. Paying ChatGPT users shared screenshots of promotional-style prompts, including a message urging them to “Shop for home and groceries. Connect Target.” In response, OpenAI […]

Google Search Console Insights integrating social channels

Google Search Console will be gaining social channel data in the Insights report tab. This is a new “experiment” that “unified view of their Google Search performance across their websites and social channels,” Google wrote. The Insights report will show performance data for some of your social channels, including YouTube, Tiktok and Instagram. What Google […]

How to use proxy metrics to speed up optimization in complex B2B journeys

Long sales cycles, low conversion volume, and multi-stage purchase journeys make measurement and attribution harder, creating real obstacles to campaign optimization. For B2Bs and brands selling high-ticket items, this is the reality.  A campaign launched today may take weeks or even months to show revenue, retention, or lifetime value – delaying your ability to use those […]

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