What is an AI agreement score?
An AI agreement score measures how strongly several models align on the substance of an answer — their underlying position and recommendation, not the words they chose. A high score means strong panel convergence; a low score means genuine divergence. Neither value measures factual accuracy or truth probability.
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What does the score actually measure?
Agreement on meaning, not on phrasing. Two models can word an answer completely differently yet take the same position — that counts as agreement. The score reflects whether the models reach the same conclusion, which is what matters for a decision.
How should I read a high vs low score?
A high score means independent model outputs converged. It is not a green light or proof that the answer is supported by evidence. A low score is not a failure: it identifies a contested question and the specific points that need verification or arbitration.
How does Satcove compute it?
Satcove asks six models your question independently, evaluates how closely their positions align, and attaches that alignment score to the verdict. Source coverage, freshness, factual accuracy, and the quality of the recommended action are evaluated separately.
FAQ
What is an AI agreement score?
It measures how much several AI models align on the substance of an answer — their position, not their wording. High means strong panel convergence; low means material divergence to inspect before acting.
Does a high score mean the answer is true?
No. It only means the model outputs aligned. Models can share stale information, training patterns, or the same mistaken premise, so factual claims still require current evidence and, where relevant, professional review.
Why measure position instead of word overlap?
Because two answers can use entirely different words yet reach the same conclusion. Scoring the underlying position captures genuine agreement, which is what a decision depends on, rather than surface similarity.
Where do I see the score?
On every Satcove verdict. Try it free on iPhone or the web — several queries a day, no card required.
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