AI Citation Research
backed by real data

We run thousands of queries across ChatGPT, Perplexity, Gemini, and Copilot to understand what gets cited, why, and how brands can earn more visibility inside AI answers. Every study uses data from our probing engine — no surveys, no self-reported metrics.

Multi-engine testing

Every study queries ChatGPT, Perplexity, Gemini, and Copilot with identical prompts, so results are directly comparable.

Real query data

We measure actual citation presence, sentiment, position, and share-of-answer — not proxy metrics like traffic or impressions.

Reproducible

We publish methodology, query sets, and sample sizes so results can be verified and compared over time.

Original Studies

Data-driven investigations using our probing engine. Each study tests real queries across multiple AI platforms.

First study in progress — check back soon.

Want to know where your brand stands?

We'll run your brand through the same probing engine we use for our research — across ChatGPT, Perplexity, and Gemini. Free, no commitment.

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