AI SENTIMENT ANALYSIS

Understand how AI talks about you, not just if

Every AI mention gets a 0-100 sentiment score. Track trends per model, per prompt, per competitor — and know when the narrative starts to shift.

rankr.so/dashboard

Visibility

44%

A mention is not a win. If ChatGPT mentions you as 'the expensive option' in every answer, you're worse off than a competitor who isn't mentioned at all. Rankr scores every AI mention on a 0-100 sentiment scale so you can see how the models actually feel about you — and catch a narrative shift before it becomes the consensus.

Sentiment intelligence for every mention

Beyond visibility — the quality of how AI describes you.

0-100 scoring

A clear number per mention. Easy to filter, compare, and trend over time.

Trend over time

Spot improving or deteriorating sentiment per model and per prompt before it affects conversions.

Per-model breakdown

ChatGPT might love you while Perplexity doesn't. Know where you need to fight.

Filter the worst

Jump straight to the most negative mentions to understand why AI talks that way about you.

Every mention scored 0 to 100

Whenever an AI answer in our daily scrapes mentions your brand, Rankr scores the tone on a 0-100 scale. 50 is neutral, below is negative, above is positive. You can filter, sort, and trend by score to find the mentions that actually matter.

Per-mention sentiment score
Per-model sentiment average
Filter to only see negative or positive mentions

Visibility

44%

Catch narrative shifts early

When sentiment starts trending down on a specific prompt or model, Rankr surfaces it in the dashboard. You'll see it before it becomes the consensus — when there's still time to adjust your positioning, content, or outreach.