Understanding sentiment and position

Sentiment describes how AI talks about your product when it appears in an answer.

Positive sentiment highlights strengths or benefits. Neutral sentiment mentions the product without strong opinion. Negative sentiment points out weaknesses or concerns.

Position describes where your product appears relative to others. Products mentioned earlier or more prominently tend to receive more attention from buyers.

Rankz tracks sentiment and position alongside visibility to give a complete picture of AI performance.

💡 Improving sentiment and position often matters as much as improving visibility.