Large Language Models underlying AI assistants like ChatGPT, Gemini & Claude 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.
Our competitors grossly under sample. We collect thousands of answers for every prompt every month to accurately inform our optimization tools with precise topics, language, websites and social media threads. Great analytics = great GEO.
Who we are?
Cy, a GEO agent, digs much deeper than standard LLM analytics. It can be directed to do fine-grained analysis based on your custom instructions. Don’t just get the stat – get the context and the answers to back it up. Narrative reports with graphs. Perfect for CMOs.
Crisis Radar
A specialized agentic feature to constantly monitor any major LLMs for reputational dips or gains.
Trend Hunter
What are the trends driving LLM answers, whether it’s product features dominating the answers or a suddenly dip in reputation? Trend Hunter will put the pieces together for you, even across tens of thousands of answers.
Brand Visibility
Understand now just “how often” but “why”. Why is your brand under-performing a competitor? What’s shifting to make performance improve or degrade.
Citate can measures the sentiment of any topic appearing in individual prompts or families of related prompts. We offer both aggregate analysis based on thousands of responses and line by line breakdowns of sentiment for every response we collect.
What are the AI chatbots saying abour you and your competitors? 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.
We show you the full text of every answer we’ve collected on your behalf. Thousands per prompt every month. With in-answer tools & AI to make finding and analyzing language much easier.
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 individual AI answer we collect.
How do we know the topics the LLMs will care about the most? Citate’s content agent won’t generate recommended content until LLM models have been prompted about the subject of a draft article hundreds of times over several days, and the precise topics of most importance to the LLM are ranked.
We layer in many other critical optimization tactics that we validate with constant testing. Our agent will ingest your website and data from the web when needed for internal links, external links or additional research.