NEWv1.17: Audited & Actionable
Qwairy
Analyze

Understand Your AI Brand Perception

Track sentiment scores by provider and get deep perception snapshots across ChatGPT, Claude, Perplexity, and more. Ensure your brand identity translates accurately in AI responses.

How It Works

From monitoring to brand intelligence in 3 steps

01

Monitor

Your monitoring data feeds the analysis. Sentiment and perception are computed from real AI responses about your brand

02

Analyze

Get sentiment scores per provider and deep perception snapshots that reveal how AI positions your brand

03

Improve

Use actionable insights to fix negative patterns, strengthen your brand narrative, and improve your AI reputation

Deep Brand Intelligence

Understand how AI perceives and represents your brand across every platform

Sentiment Analysis

Know exactly how each AI describes your brand. Track sentiment score by provider, spot negative patterns before they spread, and identify which AI platforms need attention.

Sentiment score (0-100) focused on YOUR brand — no noise from competitors
Provider breakdown: see which AI platforms portray you best (or worst)
Top negative mentions with justification — fix what matters
Sentiment trend tracking over time
Sentiment Analysis interface

Brand Perception

Get deep perception snapshots that reveal how AI models position your brand vs competitors. Understand your AI reputation across every major platform.

Multi-provider perception testing across ChatGPT, Claude, Perplexity
Competitive positioning insights vs your rivals
Brand visibility metrics and scoring
Actionable recommendations to improve your AI narrative
Brand Perception interface

Ready to Understand Your Brand?

Take control of your AI brand narrative. Track sentiment, analyze perception, and improve how AI represents your brand.

Explore the Platform

CockpitOverview & Alerts
MonitorPrompts & Responses
ActContent & Backlinks
AnalyzeSentiment & Perception
OptimizeReadiness & Diagnostics
MeasureGSC, BWT & Traffic

Every feature inside Analyze

Understand how AI talks about your brand — sentiment, perception, accuracy.

Explore all features

Competitor Compare

Competitor Influence & Co-Mention

Brand Perception

Sentiment Analysis

FAQ

Frequently Asked Questions

Common questions about AI brand sentiment and perception analysis

Analyze how AI platforms perceive and describe your brand with comprehensive sentiment tracking, positioning analysis, and competitive perception monitoring across all major AI platforms.

Discover product mentions, shopping intent signals, and product trends extracted from AI responses. Identify which products are being recommended and track competitive product positioning.

Discover query patterns, search trends, and emerging topics in your industry. Get keyword research powered by real AI search data and identify content gaps before your competitors.

Track how AI platforms cite Reddit communities, YouTube channels, Twitter accounts, LinkedIn posts, Stack Overflow, and forums. See which communities are most cited, monitor your social share of voice, and discover opportunities where competitors are mentioned but you are not.

Get AI-powered strategic recommendations tailored to your brand, industry, and current performance. Receive content suggestions, optimization tips, and strategic guidance with priority scoring.

Insights seamlessly integrates with Visibility, Strategy, and Analytics modules to provide a holistic view of your AI presence with cross-module recommendations and unified reporting.

Yes, customize insight categories, set priority thresholds, configure alert preferences, and tailor recommendations to your specific business goals and industry focus.