Unverified50% confidenceFactExact time
After the cleaning company merged to a single price list and added a structured quote block, within five weeks the AI-human quote disagreement rate fell from 41% to 6%, and nearly all of the remaining 6% were legitimate differences (issues found on site visits that cannot be found over the phone).
1
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50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
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