Qwairy
Analyze

Understand Your AI Brand Perception

Track sentiment scores by provider and review perception snapshots from available monitored providers. Compare AI descriptions with your stated brand positioning.
Process

How It Works

From monitoring to brand intelligence in 3 steps
  1. 01

    Monitor

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

  2. 02

    Analyze

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

  3. 03

    Improve

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

Deep Brand Intelligence

Understand how available monitored providers perceive and represent your brand

Sentiment Analysis

See how available monitored providers describe your brand. Track sentiment by provider, review negative patterns, and identify where further analysis may be useful.

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

Review perception snapshots showing how available monitored providers position your brand relative to competitors.

Multi-provider perception testing across available core providers
Competitive positioning insights vs your rivals
Brand visibility metrics and scoring
Actionable recommendations to improve your AI narrative
Brand Perception interface
Analyze

Ready to Understand Your Brand?

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

FAQ

Frequently Asked Questions

Common questions about AI brand sentiment and perception analysis

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

Discover product mentions, shopping intent signals, and product trends extracted from AI responses. Track recommendations and competitive product positioning.

Discover query patterns, search trends, and emerging topics from real AI search data. Identify content gaps before competitors do.

Track how AI platforms cite Reddit, YouTube, X, LinkedIn, Stack Overflow, and forums. See which communities drive AI visibility.

Get strategic recommendations tailored to your brand, industry, and performance: content suggestions, optimization tips, and priority scoring.

Analyze connects with Monitor, Act, and Measure to provide cross-module recommendations and unified reporting.