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Study of 800K AI Responses: How Review Profiles Shape Brand Presence in AI Search
Does having a brand presence on third-party review sites impact your visibility in AI search?
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Gemini's Citation Usage Decreased by 23pp - The Dark Algorithm Updates of AI Search
What if there was a Google algorithm shift that you didn’t even know about?
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Finance Industry Giants Can No Longer Rely on Authority: Here's How Clarity of Content Is Becoming the New Competitive Edge
In a recent usability study our UX team completed with Outset.ai we found that users are most comfortable with tasks throughout the research and consideration p…
GEO Experiment: How AI highlighted the 1 bad review we got in 24 years
How this GEO experiment came to be Nick Haigler alerted me to a review that was showing up on a ton on the branded prompts he was tracking for Seer. So I went i…
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The Listicle Window Is Closing in AI Search: 30% Decline MoM
Self-serving listicles have been one of the most visible and prevalent tactics for brands to gain visibility and citations in AI Search.
What Is Generative Engine Optimization (GEO) & How Does It Impact SEO?
This post was originally published in August 2024 and refreshed in February 2026. It’s Just Modern SEO — or Is It? Generative AI search is changing the way peop…
Identifying Signal from Noise: 6 Ways to Leverage Query Fan Outs for AI Search Strategy
Query fan-outs are one of the most talked-about elements in AI-Search, which makes sense considering the level of insight they can give us into why AI models me…
How LLMs Amplify Brand Misconceptions & How to Address Them With GEO
One of the biggest advantages of using AI for research is the elimination of unnecessary friction. Users no longer need to open multiple tabs or sift through do…
AI Models Provide Incorrect Phone Numbers 36% of the Time: Here’s What You Can Do
I don’t know about you, but I get approximately 5 million spam calls a day (just a rough estimate). It’s beyond annoying, but I rely on my phone to warn me of a…
What's The Impact of Google's AI Changes on Holiday Shopping?
We analyzed 90,000 gift-related prompts across Gemini, AI Mode, and AI Overviews. The growing usage of AI platforms has been a consistent conversation throughou…
Initial Research: Gemini 3 Query Fan-Outs
Google announced the release of Gemini 3 this week, and it came with some major advancements in reasoning, multimodal understanding, and agentic capabilities. B…
Study: How do stadium sponsorships impact localized AI visibility?
There are plenty of studies exploring how digital metrics influence AI visibility, but what about traditional marketing campaigns and investments?