// Answer Monitor · Early Access
When AI answers your customers, is it telling the truth about you?
Answer Monitor tracks how AI models describe, cite, and recommend your brand across every major engine — built for crypto and fintech, and measured like polling, not rank tracking. Per engine, sampled repeatedly, with the error bars shown, so a real move never hides behind a single number.
// The problem
The AI's answer is your first impression.
When someone asks ChatGPT or Perplexity about your company, the model's reply reaches your customer directly — no click required. If it names the wrong token, an outdated founder, a defunct product, or a chain you never launched on, that misinformation lands as fact. Most brands have no idea it's happening. Answer Monitor is how you find out — and stay ahead of it.
// How it works
Query, extract, check, alert.
Query
On a schedule, we ask the major AI engines the questions your customers ask — "What is X?", "Is X audited?", "X vs competitor?", "Who founded X?"
Extract
We pull the claims each model makes about you, the sentiment behind them, and the exact sources it cited to build the answer.
Check
Every claim is checked against a ground-truth fact sheet you maintain — ticker, chains, founders, audits, products, partnerships.
Alert
When the AI's story drifts from the truth — a wrong figure, a defunct product, an invented partnership — you get alerted before your customers see it.
// What it watches
Not just citations. The whole answer.
Mentions & prominence
How often you show up across a panel of buyer prompts — and whether you're recommended ahead of competitors.
Citations & sources
Which of your pages AI cites, and which competitor domains it cites instead of you.
Factual accuracy
Whether the models describe you correctly — or repeat outdated, wrong, or invented facts.
Sentiment & framing
The tone AI uses about your brand, and how it frames you next to alternatives.
Drift over time
Model updates change answers overnight. We track the shift so a bad update doesn't quietly cost you.
Cross-engine coverage
ChatGPT, Perplexity, Gemini and Google AI Overviews rarely agree — 91% of citations appear on only one. We watch all of them.
// Where it fits
The middle of the engine.
Free tools show you the gap. A Category Ownership Map shows where you stand across your market. Answer Monitor watches it live — and our programmatic GEO closes it.
Get on the early-access list.
Answer Monitor is rolling out to a first set of crypto and fintech brands. Tell us about yours and we'll set up a monitored panel of prompts for your first scan.