AI Sentiment Net Score
Positive mentions minus negative or cautionary ones across everything the models say about your brand.
Analogy Mental model
Netting out what the assistants say in your favour against what they warn people about, which decides whether they are your ambassador or your deterrent.
In practice What you actually do
Watch for the pivots: however, downsides include, users complain about, expensive, steep learning curve. When one recurs, find the source page it is being drawn from and either get that page corrected or publish stronger current evidence that outweighs it.
Where people get burned Pitfalls
A product with no acknowledged drawbacks reads as promotional and is discounted. The healthiest profile is overwhelming strength plus one honest qualifier that filters for the right customer, which improves the quality of who arrives rather than reducing the number.
This entry was written in English from the Chinese original, not machine-translated. Read the Chinese version →