Be Confident in Your AI Search & Reputation Marketing
Don’t let inaccurate AI analytics wreck your GEO/SEO and reputation management. Only Citate identifies every single relevant URL and topic driving AI Answers by collecting thousands of LLM responses per prompt. Our patented, confidence-level methodology offers up to 100x the data of our competitors. And with Citate Ops you’ll know exactly what to do about it.
- Four Foundational Patents
- Invented by Harvard & Stanford AI Faculty
Illustration: the same prompt asked of ChatGPT thousands of times returns a different answer nearly every minute. Citate archives all 2,730 versions collected in 30 days and lets you browse every one.
Analytics Features
Citate Analytics: 360° AI Optimization Platform
Prompt-by-prompt and aggregate analysis you can’t get anywhere else
Cy, your Customizable GEO Analyst
Digs past the numbers to the why, with narrative reports, crisis monitoring and trend detection.
Prompt Discovery Wizard
Analyzes real data, such as SERPs, PAAs, your site, your competitors, search topic volume to generate relevant target prompts.
Competitive Benchmarking
Ranks what every major LLM says about you and your competitors across Google AI Overviews, ChatGPT, Gemini and Meta AI.
AI Reputation
Measures how AI talks about any topic, in aggregate across thousands of responses and line by line.
Citation Analysis
The web sources AI answers rely on most, so you can track your URLs and spot the placements that move citations.
Ranked Topics
The exact topics each LLM cares about most for your prompts, the source of your content gaps and briefs.
Complete Answer Archive
The full text of every AI answer we collect for you, thousands per prompt, with tools to search and analyze the language.
Topic Lenses
Zoom in on any exact phrase and the phrases clustered around it by semantic proximity. Track single phrases or clustered groups to measure visibility over time.
Bias Detection
Surfaces and tracks bias across categories in AI answers, in aggregate and per response.
Other AI Analytics Tools Draw Questionable Conclusions From a Handful of Answers. We Collect Thousands.
Other AI analytics tools
Citate Analytics
Sampling depth
Checks a handful of answers, calls it done
50–100x more answers sampled per prompt
Confidence level
No visibility into confidence levels
Statistically significant confidence levels
What it analyzes
Pulls from LLM APIs, not what users see
Analyzes real answers your customers see
What you see
Aggregate stats only
Every collected answer, archived and browsable
Competitive benchmarking
Brand-visibility industry estimates
Brand-visibility estimates + individual prompt tracking
Expanded analytics
Limited & generalized
Reputation, prompt specific sentiment analysis and content briefs, bias, ranked topics, ranked links, semantic lenses, custom agentic reports, & more
Why Trust Us?
Invented by faculty from Harvard and Stanford
Leading AI researchers, top search marketers, and deeply experienced reputation managers.
Introducing Citate Ops
Identify gaps • Refresh content • Scale sites safely
Scale Trust, Not Penalties
Avoid the “doorway,” thin pages, and scaled content abuse that plague other AI Answer Engine Optimization platforms.
01
Identifies gaps
Surfaces the exact topics and pages LLMs reward, and the ones you’re missing.
02
Surgically generates & refreshes content
Generates or refreshes content and updates pages based on hundreds of signals. Focuses on critical “knowledge gain” and meeting “consensus” while avoiding “commodity content.”
03
Scales carefully
Built for long-term reputation, not short-term spikes that collapse and compromises your reputation. Always keeps humans in the loop.
04
Avoids penalties
Every post and content cluster is checked against current spam and quality guidelines. Preserve your rankings, and your hard-won equity.
05
Monitors & measures
Integrates with Citate Analytics to create a data-driven feedback loop.
Most AI Optimization Tools Scale Content Recklessly Despite Penalties for High-Volume, Low-Value Content.
Other AI content tools
Citate Ops
How it writes
Mass-produces templated pages at scale
Drafted from live AI visibility data, competitor gaps, and search performance
Existing pages
Overwrites without precise topic gap data
Surgically patches what’s stale, keeps content fresh without watering down relevance
What it adds
Commodity content, untested against search penalties
Meets “consensus” with byte by byte analysis to avoid penalties and recommends “knowledge gain” injection.
Trust over time
Spikes, then a penalty collapse. Works till it doesn’t
Compounds into durable visibility. Warns you before you overdo it.
Reputation services
Your reputation is now an AI answer
Buyers, boards, journalists and due-diligence teams now ask ChatGPT, Gemini, Claude and Google AI first. Our team measures exactly what every model says about a person or a company, traces where each claim came from, and does the work that changes the answer.
Executives, founders, physicians, attorneys and public figures. Anyone whose name gets asked about, or who shares a name with someone who does.
Regulated or contested markets, a stale or wrong AI description, or a category where AI now shortlists on behalf of buyers.