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Original GEO research.

Quarterly studies on how LLMs cite, what schema patches actually move citations, and where the AI brand intelligence frontier is heading. Open data. Open methodology.

UPCOMING · Q3 2026

GEO Visibility Index 2026

The first comprehensive index of AI brand intelligence across 8 verticals × 6 markets × 4 LLMs.

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UPCOMING · Q3 2026

Schema half-life: how long do schema deploys keep moving citations?

N=400 deploys across 12 stacks. Citation lift decay curves. Refresh cadence recommendations.

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UPCOMING · Q4 2026

Ghost citations: when LLMs cite your URL but not your brand

Prevalence (18% across our beta data). Causes (brand-in-sentence pattern violations). Fix taxonomy.

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UPCOMING · Q4 2026

LLM crawler behavior: who fetches what, when, with what UA

GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bytespider. Fetch patterns. robots.txt compliance audit.

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Once a month. Original research drops, methodology updates, short essays on the AI citation surface. No marketing.

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