The AI Intelligence Gap
You're not in the room.
We are.
The conversations shaping demand for your brands are happening without you. AlphaCitation captures what AI says about your brands, traces every material claim to its source, verifies it against authoritative evidence, and reveals where demand, reputation and competitive position are at risk.
Dial into what's happening.
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01
Search is now a conversation.
Consumers are asking AI what to buy, trust and consider before they make a decision. The answers they receive shape both that decision and your brand's position before they see an ad, speak to a representative or visit your website.
02
We're in the room.
Live queries across four AI engines and sentiment from six forum communities, run on a cadence, not a one-off audit. We track what's said about you, your competitors and your category, as it changes.
03
It compounds.
Every listening cycle sharpens the picture, and the longer we listen, the harder your intelligence is to replicate. A competitor starting now begins at week one, against a record you have already built.
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 tools count how often you get mentioned. We check whether the answer holds up: is your brand named, how is it described, what is it compared against, and does real evidence back what was said.
We built an instrument instead.
Verified mention detection
Independent evaluation agreed with every brand identification we tested.
A real confidence interval, on every score
We measure the uncertainty behind every score and publish it, so you know how much weight the number will carry.
Sentiment, published honestly
Sentiment is subjective and much harder to grade than a mention. We publish our real agreement rate rather than a rounded claim, and we update it as it improves.
Same inputs, same score, every time.
We keep sampling until the number stops moving.
Brand queries always live, never cached.
We stop sampling when the number is provably stable, not when we run out of questions to ask.