The Evidence Gap
You're not in the room.
We are.
The conversations that shape your brand's demand are happening without you. We provide the institutional infrastructure to capture what AI says, trace it to its source, and act on what the evidence does not support.
Dial into what's happening.
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01
Search is now a conversation.
Buyers ask AI about your brand, and talk about it online, whether you're watching or not.
02
We're in the room.
ChatGPT, Claude, Gemini & Perplexity, plus Reddit, X, YouTube, GitHub, Hacker News & Stack Overflow, all turned into prioritized actions.
03
It compounds.
We keep listening. The longer we're in the room, the sharper it gets.
Signal clarity over time
A single scan is a snapshot. Twelve weeks of it is a defensible picture of how AI actually talks about you, and whether your last move changed anything.
The measurement standard
Numbers you can take into a boardroom.
Most AI-visibility tools count appearances. AlphaCitation measures whether the answer holds: whether your brand is named, how it is characterised, where it stands against competitors, and whether the evidence actually supports what was said.
We built an instrument instead.
Verified mention detection
Agreement on brand identification independently evaluated across a 140-answer gold set.
A real confidence interval, on every score
Multiple sources of real-world uncertainty are measured and combined, so every score communicates not only the result, but how confidently it can be used.
Sentiment, published honestly
Sentiment is subjective and substantially harder to evaluate. Our current system achieves 85.4% agreement with an independent AI judge, up from 43%, and we publish the real number as it improves.
Deterministic grading: identical scores
Sequential sampling
Brand queries always live, never cached
Precision is designed: sampling continues until the Wilson-interval target is met, not until the prompts run out.