Indexly's Sentiment Tracking monitors the emotional tone and perception of AI-generated responses about your brand across ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), and Perplexity. Identify positive trends, catch negative mentions before they spread, get real-time crisis alerts, and understand how AI models perceive your company with comprehensive sentiment analysis and competitive benchmarking.
AI models shape public perception of your brand. Indexly ensures they tell your story accurately.
Real-time sentiment analysis across ChatGPT, Claude, Gemini, and Perplexity to protect and enhance your brand reputation in the AI era
AI Brand Sentiment Analysis
AI perception analysis across ChatGPT, AI Mode & Perplexity
Brand A
847 mentions
Sentiment Score
8.2/10
Positive Sentiments
Tools to Compress my PDF
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Negative Sentiments
Limited features in free version
File size restrictions
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ChatGPT
89Claude
84AI Mode
78Perplexity
82Brand B
523 mentions
Sentiment Score
6.8/10
Positive Sentiments
Free to use PDF Tools
Simple PDF creation
Lightweight application
Negative Sentiments
Limited editing capabilities
Outdated user interface
Lacks advanced features
ChatGPT
72Claude
68AI Mode
65Perplexity
70Monitor, analyze, and optimize how ChatGPT, Claude, Gemini, and Perplexity perceive your brand with Indexly's advanced sentiment analysis
AI sentiment analysis evaluates whether language models describe your brand positively, negatively, or neutrally across different prompts and contexts. Indexly's NLP engine analyzes tone, emotion, and brand perception in every AI response from ChatGPT, Claude, Gemini, and Perplexity — providing granular sentiment scores from -1 to +1.
Precise sentiment scoring reveals exactly how AI perceives your brand
AI reputation management monitors for negative sentiment or misinformation in AI-generated responses before it reaches millions of users. Indexly provides real-time monitoring with customizable alerts — notifying you of sentiment spikes, factual errors, or emerging reputation threats across all AI platforms.
Early warning systems protect your brand from AI-amplified reputation damage
Sentiment trend analysis tracks how your brand's AI perception changes over time and correlates shifts with PR campaigns, product launches, or news events. Indexly identifies patterns in sentiment data across ChatGPT, Claude, Gemini, and Perplexity — enabling data-driven optimization of content and communications strategies.
Historical patterns reveal what drives AI perception changes
Crisis early warning detects emerging negative sentiment patterns across AI platforms before they become widespread. Indexly's automated monitoring identifies sudden sentiment shifts, unusual negative mention clusters, and emerging issues — enabling rapid response that prevents small problems from escalating into major brand crises.
Catch reputation threats before they escalate across AI platforms
Competitive sentiment benchmarking compares how AI platforms perceive your brand versus competitors. Indexly measures relative favorability, trust signals, and recommendation language across ChatGPT, Claude, Gemini, and Perplexity — showing where you lead and where competitors have stronger AI perception.
Understand your competitive position in AI-generated recommendations
PR impact measurement tracks how press releases, campaigns, and announcements affect sentiment in AI responses. Indexly correlates sentiment changes with your communication timeline, showing which messages resonate with AI models and which have no effect — enabling optimization of PR strategies for AI-era brand management.
Quantify the actual impact of PR campaigns on AI brand perception
Automatically monitor and analyze sentiment in every AI response mentioning your brand across all platforms
Set up monitoring for your brand, products, and key topics across ChatGPT, Claude, Gemini, and Perplexity with customizable sentiment parameters and alert thresholds.
Indexly automatically analyzes sentiment in every AI response mentioning your brand, categorizing mentions as positive, negative, or neutral with contextual scoring and emotion detection.
See sentiment trends over time, drill down into specific topics, and understand what drives positive or negative AI perception of your brand across all platforms.
Use Indexly's data-driven recommendations to guide PR strategy, create corrective content, or amplify positive sentiment with prioritized action items and impact estimates.
How teams use Indexly's sentiment tracking to protect and enhance their brand across AI platforms
Monitor for sudden sentiment shifts across ChatGPT, Claude, Gemini, and Perplexity. Indexly's early warning alerts enable rapid response to reputation threats before negative AI perception reaches millions of users.
Measure how AI platforms describe your new products and whether messaging aligns with your positioning. Indexly tracks sentiment changes from pre-launch baseline through post-launch across all AI systems.
Quantify whether your PR campaigns actually improve AI brand perception. Indexly correlates sentiment changes with your communication timeline to show which messages shift AI perception and which don't.
Assess how AI platforms perceive potential acquisition targets or evaluate your own brand's AI reputation before a transaction. Indexly provides comprehensive sentiment profiles for due diligence analysis.
Teams protecting and improving their brand reputation across ChatGPT, Claude, Gemini & Perplexity
"Indexly has completely changed how I track my visibility across AI search engines. The AI Search Visibility and Prompt Tracking features helped me finally understand how ChatGPT and other models perceive my pages."
Hardik Patel
Solopreneur
EssayChecker.ai
"As an agency, staying ahead in SEO requires real-time work—and Indexly delivers exactly that. Auto-Indexing saved us countless manual hours, and the team’s responsiveness is unmatched. Every feature feels built for productivity."
Tom
Marketing Agency
Essex UK
"Indexly works perfectly. I will be happy to hear about new tools, especially if their works for site ranking"
Patryk
Manager
"You guys always killing it, love it. Thank you!"
John Horn
Founder
Ohio, USA
Learn how Indexly's sentiment tracking helps you understand and optimize AI perception of your brand
Indexly uses advanced natural language processing to analyze tone, emotion, and context in every AI response mentioning your brand across ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), and Perplexity. The sentiment engine evaluates not just individual words but the overall context, comparative language, and implicit messaging to provide accurate sentiment scoring on a scale from -1 (very negative) to +1 (very positive).
Indexly's sentiment scale ranges from -1 (very negative) to +1 (very positive) with 0 being neutral. Very negative includes criticism, warnings, or negative recommendations. Negative shows mild criticism or concerns. Neutral is factual without emotional tone. Positive includes favorable mentions and recommendations. Very positive shows strong endorsement and praise. Each mention also receives confidence scores and emotion classification tags.
Yes, Indexly's topic analysis breaks down sentiment by specific subjects, product features, company actions, and news events. You can identify which topics consistently drive positive sentiment (to amplify through content strategy) and which drive negative sentiment (to address through corrections, PR, or content optimization). This topic-level granularity helps focus efforts on the most impactful areas across ChatGPT, Claude, Gemini, and Perplexity.
Indexly provides early warning systems for reputation threats by monitoring for sudden sentiment shifts, increased negative mentions, or emerging issues across all AI platforms. Real-time alerts enable rapid response before small issues become major crises. Trend analysis also measures the effectiveness of your crisis response and PR campaigns by showing sentiment changes before and after communications, enabling iterative optimization of your messaging strategy.
Indexly's sentiment analysis is specifically trained for brand mentions and business contexts. It understands nuanced language like 'reliable but expensive' (mixed sentiment) or 'industry leader despite recent challenges' (qualified positive). The system provides confidence scores for each classification and supports manual review of edge cases to ensure accuracy across different AI platforms and response styles.
Historical sentiment data extends as far back as your tracking history with Indexly. For new accounts, the platform can analyze historical mentions from the past 90 days across ChatGPT, Claude, Gemini, and Perplexity. Rolling 2-year archives are maintained for long-term trend analysis, and enterprise customers can request extended historical analysis for specific research projects or due diligence.
Want to see sentiment analysis in action? Schedule a personalized demo.
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