real-time sentiment analysis on comments
AI Search Visibility Analysis
Analyze how brands appear across multiple AI search platforms for a specific prompt
Total Mentions
Total number of times a brand appears
across all AI platforms for this prompt
Platform Presence
Number of AI platforms where the brand
was mentioned for this prompt
Linkbacks
Number of times brand website was
linked in AI responses
Sentiment
Overall emotional tone when brand is
mentioned (Positive/Neutral/Negative)
Brand Performance Across AI Platforms
| BRAND | TOTAL MENTIONS | PLATFORM PRESENCE | LINKBACKS | SENTIMENT | SCORE |
|---|---|---|---|---|---|
1Sprout Social | 0 | 1 | 95 | ||
2Streamlit | 0 | 1 | 67 | ||
3Hootsuite | 0 | 0 | 55 | ||
4Brandwatch | 0 | 0 | 55 | ||
5InMoment | 0 | 0 | 55 | ||
6Talkwalker | 0 | 0 | 55 | ||
7Mention | 0 | 0 | 55 | ||
8Medallia | 0 | 0 | 55 |
Strategic Insights & Recommendations
Dominant Brand
Brandwatch and Sprout Social emerge as the most frequently mentioned and comprehensive solutions for real-time sentiment analysis.
Platform Gap
ChatGPT focuses on specific tool recommendations while Perplexity provides more technical methodology and implementation details.
Link Opportunity
There's an opportunity to create content comparing technical implementation approaches versus ready-to-use platform solutions.
Key Takeaways for This Prompt
Real-time sentiment analysis requires both data collection APIs and advanced ML/NLP processing capabilities.
Leading platforms like Brandwatch, Sprout Social, and Hootsuite offer integrated solutions for multi-platform monitoring.
The process involves four key steps: data collection, processing, sentiment classification, and actionable reporting.
Hybrid approaches combining machine learning with rule-based methods provide enhanced accuracy for complex sentiment detection.
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (5)
SUMMARY
ChatGPT provides a comprehensive overview of real-time sentiment analysis tools for comments, highlighting five major platforms: Brandwatch for comprehensive social listening, Hootsuite Insights powered by Brandwatch AI, Sprout Social for AI-powered emotion detection, Talkwalker for social intelligence monitoring, and Mention for multi-platform tracking. The response emphasizes how these tools help businesses understand customer opinions, manage online reputation, and respond promptly to feedback across various platforms including social media, blogs, and forums.
REFERENCES (4)
Perplexity
BRAND (4)
SUMMARY
Perplexity offers a detailed technical explanation of real-time sentiment analysis, covering the complete process from data collection to reporting. It outlines four key steps: gathering comments via APIs, processing and cleaning text data, applying ML models for sentiment classification, and generating actionable insights. The response discusses various approaches including machine learning, hybrid methods, and specialized tools like Sprout Social, InMoment, and Medallia. It also features a practical example of a YouTube comment sentiment analyzer built with Streamlit.
REFERENCES (8)
Google AIO
SUMMARY
No summary available.
Share Report
Share this AI visibility analysis report with others through social media