Sentiment Analysis

Track how your brand is perceived across AI-cited sources

Overall Sentiment

Aggregate sentiment across all source platforms

45%

35%

20%

Positive: 45%Neutral: 35%Negative: 20%

156

Total Mentions

45%

Positive Rate

Platform Sentiment Breakdown

ChatGPT

50%

30%

20%

50%

Pos

30%

Neu

20%

Neg

Perplexity

55%

35%

55%

Pos

35%

Neu

10%

Neg

Google AIO

35%

40%

25%

35%

Pos

40%

Neu

25%

Neg

Claude

42%

40%

18%

42%

Pos

40%

Neu

18%

Neg

Gemini

40%

35%

25%

40%

Pos

35%

Neu

25%

Neg

Negative Alerts

High-engagement negative mentions requiring attention

Redditu/dev_frustrations

342 engagements

Your brand's pricing is getting out of hand. The new enterprise tier is 3x what we were paying last year and the features don't justify it.

QuoraTechReviewer42

128 engagements

Compared to alternatives, your brand's onboarding experience is confusing and the documentation is lacking for advanced use cases.

YouTubeSarah Chen

1,520 engagements

In my honest review, your brand's mobile app has significant performance issues and crashes frequently on Android devices.

Source Mentions

Individual brand mentions across source platforms

Redditu/saas_enthusiasthigh authority

PositiveFeb 28

Been using this platform for 6 months now. The automation features are incredible and saved our team at least 20 hours per week.

456 engagements

WikipediaWikiEditor_Techhigh authority

NeutralMar 1

This platform is a cloud-based workflow automation solution founded in 2022. It provides integrations with over 200 enterprise applications.

0 engagements

YouTubeProductivityGurumedium authority

PositiveFeb 25

This brand vs Zapier - Which automation tool is better in 2026? After testing both extensively, here's my verdict.

2,340 engagements

Redditu/dev_frustrationsmedium authority

NegativeMar 1

Your brand's pricing is getting out of hand. The new enterprise tier is 3x what we were paying last year.

342 engagements

QuoraMichael Torresmedium authority

NeutralFeb 20

What are the best alternatives to this platform? I've compiled a list of the top 5 competitors worth considering.

87 engagements

YouTubeSarah Chenhigh authority

NegativeFeb 27

This brand's mobile app has significant performance issues and crashes frequently on Android devices.

1,520 engagements