We offer the only RepTech solution with a patented scientific methodology, invented by Harvard and Stanford AI faculty.
Our RepTech suite is precise and effective because we analyze 100x the AI answers of our competitors using only answers seen by the public.
AI ANALYTICS AND GENERATIVE ENGINE Optimization
LLMs inherently give very different answers to different users. Low-volume sampling can lead to wildly inaccurate analytics.
Don’t do GEO in the blind.

What are the AI chatbots saying? Track the topics you care about e.g. your brand, competitors, ideas, opinions, facts with analytics that give both daily breakdowns and long term insights. We rank visibility on Google AI Overview ChatGPT, Gemini, Meta.ai and more.

Positive or negative spin? Citate closely measures the sentiment of any topic appearing in the answers for any prompt. We offer both aggregate analysis based on thousands of responses and line by line breakdowns of sentiment for every response we collect.

Is bias distorting responses? Citate.ai offers comprehensive bias detection tools that surface bias across a host of categories. We aggregate this data to track the strength and persistence of bias types. We also provide AI analysis for every AI answer we collect.

We will work with you to create a custom database of trusted or distrusted sources, then run continuous tracking to look for conflicts and confirmations of every factual statement in every AI answer. Citate identifies trends so you can spot and optimize recurring issues.

Citate isolates and ranks all topics including brands that each LLM is most concerned with for any prompt, then aggregates that data for anywhere from 1 to 90 days. Discover topics your website is not covering and find competitors you might not be considering.

Links identifies the up to 25 most dominant web links found in AI replies over a 7, 28 or 90 day period. Study high performing competitors. Identify content placement opportunities. Track your progress. A must have GEO tool.

Citate identification and ranking of hundreds of topics for each prompt campaign translates into highly targeted content recommendations. We provide headlines, sub headlines, content and meta data that LLMs searching the web will find highly relevant.
Why Citate.AI?
Large Language Models (LLMs) underlying AI chatbots like ChatGPT and Gemini are probabilistic, not deterministic. Different users can and do get dramatically different answers to the identical prompt.
Citate’s patented technology uses “Iterative Representative Sampling” to determine how different AI answers are from each other. We display the statistical reliability of our analytics for every prompt we track for you.
AI is a lot harder to measure than standard search. Citate’s patented solution is a form of probabilistic measurement requiring we collect thousands of AI answers per prompt. But the GEO results are worth the trouble.
WHO ARE WE?
Citate’s patent for repeatedly probing AIs to assure a “representative sample” yields accurate AI analytics was invented by Stanford AI scientist Walter de Brouwer; Harvard assistant AI professor Gil Alterovitz; CEO Ed Sussman, and Chief AI Engineer Michael Carlon.
Marketing guru Adam Hanft and our team of veteran SEOs/GEOs ground the Citate project in the reality of what organizations need to succeed in the rapidly evolving of AI marketing & reputation.







Do you Need Citate?
AI is defining history with or without you. Citate tracks your reputation across the major LLM models and gives you the tools to help shape the narrative.
Want to reach the 1 billion people using AI for search? Citate gives you the only precise brand visibility analytics on the market. Great analytics = great optimization.
AI search commerce is here. And it’s not just LLM ads. E-commerce inside LLMs is coming soon. Get ready with CItate’s precise AI optimization suite.