how does brandlight identify visibility risk caused by outdated or negative reviews
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 |
|---|---|---|---|---|---|
1BrandLight | 18 | 26 | 95 | ||
2Geneo | 10 | 1 | 55 |
Strategic Insights & Recommendations
Dominant Brand
BrandLight is consistently mentioned across all platforms as the primary solution for identifying and mitigating visibility risks from outdated or negative reviews.
Platform Gap
ChatGPT provides more promotional content with direct links to Geneo, while Perplexity offers the most technical depth and Google AIO focuses on analytical differentiation from traditional search.
Link Opportunity
ChatGPT shows strong link integration with Geneo's platform, while Perplexity and Google AIO rely more on content authority without direct promotional links.
Key Takeaways for This Prompt
All platforms recognize BrandLight as an AI-driven monitoring solution for brand visibility management.
Technical implementation details vary significantly between platforms, with Perplexity providing the most comprehensive feature breakdown.
ChatGPT uniquely promotes Geneo as the platform provider through direct linking and attribution.
The focus shifts from traditional SEO monitoring to AI-specific visibility tracking across all platform responses.
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (2)
SUMMARY
ChatGPT provides an educational overview of Brandlight's AI-driven monitoring approach, explaining how it analyzes AI system perceptions and implements continuous monitoring strategies. The response focuses on the platform's ability to scan the online ecosystem for brand mentions and detect harmful or obsolete content, with emphasis on improving brand representation across digital platforms.
Perplexity
BRAND (2)
SUMMARY
Perplexity delivers a technical explanation of Brandlight's risk identification system, detailing specific monitoring capabilities including real-time AI presence signal monitoring, sentiment tracking, and automated remediation workflows. The response emphasizes technical features like mentions tracking, sentiment shifts, share of voice analysis, and citation monitoring across multiple AI engines.
REFERENCES (18)
Google AIO
BRAND (2)
SUMMARY
Google AIO provides an analytical perspective on how Brandlight identifies visibility risks by monitoring third-party signals used by AI engines. The response focuses on sentiment and freshness analysis of sources, with particular attention to how reviews influence AI-generated content rather than traditional search results.
REFERENCES (13)
Share Report
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