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The GEO Olympics Study: What 231,347 LLM Responses Reveal About AI Brand Visibility
What AI Thinks About Your Brand Is Already Written. We tested 5 hypotheses across 231,347+ LLM responses, 7 AI Platforms, and 52 days of live data from the 2026…
The Analytics Infrastructure Shift Happening Now: How Conversational Analytics Is Reshaping Marketing Intelligence
Marketing analytics has always been a game of incomplete information. We've never had the full picture. We just got comfortable pretending we did.
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The True Cost of Conversational Analytics: A Guide to Implementing a Phased Approach
Conversational analytics is having its moment. With Google's Analytics MCP (Model Context Protocol), connecting your GA4 data to AI companions like Claude, Chat…
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LLM Ghost Citations: Why Your Content Is Working and Your Brand Isn't
You are probably funding your competitors’ recommendations without realizing it.
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An Olympic-Sized View into How LLMs Actually Think
Live GEO Olympics Winter 2026 Results See what AI thinks before AI shapes what everyone else thinks. Finding Status Link Citation Authority Collecting Data... […
ChatGPT Changed Their Algorithm 46 Days Before Announcing Ads
After ChatGPT's January 16 ad announcement, we looked at the data. What we found was remarkable: the algorithm had been changing since December 1. This is the f…
The 3 New KPIs for AI Search: How to Measure Brand Performance in the Age of LLMs
Picture this. You are sitting post Thanksgiving surrounded by friends and family. The conversation drifts towards AI, because at some point it will. When it doe…
The Future of AI-Assisted Analytics: Stop Pulling Reports. Start Asking Questions.
If you’ve been in analytics long enough, you know the pain. You're in a meeting, someone asks "Which content drove the most conversions last month?". It seems s…
The Next 'Big Thing': AI Browsers & What Marketing Leaders Need to Know Now
Over the last year AI search has rapidly evolved. AIOs, GEO, and even agentic workflows are now a part of almost every marketing conversation. And while we’re s…
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The ABC’s of Marketing Measurement: A Future Ready Framework
Marketers are hoarders. No, not of branded swag or email subscribers—but of data.
How Will You Know When Open AI’s Operator Agent Hits Your Website?
Is that "web visitor" an agent or a human? Unless you’ve been living under a rock, you’re aware that AI-Agents are likely coming to your website in the very nea…
The AI Learning & Adoption Loop: Are You In, On, or Out of the AI Revolution? | Seer Interactive
Generative AI Use Disclosure: This blog post was edited and optimized with AI, but the final output was generated by me, a human.