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Qwairy
Intelligence & Recommendations

AI Insights Platform

Stop guessing why AI says what it says. Discover where AI gets its information — Reddit threads, YouTube videos, e-commerce platforms — and how it actually describes your brand.

How It Works

Four types of intelligence to understand your AI presence

01

Sentiment

Measure how AI perceives your brand. Get sentiment scores, relevance metrics, and understand why AI describes you a certain way

02

Search

Discover what users ask AI about your industry. Find query patterns, emerging topics, and content gaps before competitors

03

Shopping

See which stores AI recommends for your products. Track Amazon, Best Buy, D2C — know where AI sends buyers

04

Social

Track Reddit, YouTube, Hacker News citations. AI trusts communities — see which ones drive your visibility

AI-Powered Intelligence

Deep insights and recommendations to guide your AI optimization strategy

Sentiment Analysis

Visibility tells you IF you're mentioned. Sentiment tells you HOW. A 70% visibility score means nothing if AI describes you as 'a basic alternative.' Measure what AI actually thinks about your brand.

Sentiment score (0-100): is AI's perception positive or negative?
Relevance score: how prominently are you featured in responses?
Competitor comparison: see sentiment side-by-side with rivals
AI justification: understand why AI describes you this way
Sentiment Analysis interface

Search Intelligence

What questions are people asking AI about your industry? Discover query patterns, emerging topics, and content gaps — powered by real AI search data, not keyword tools.

Query discovery: find the questions AI users actually ask
Topic clustering: group related queries by theme
Opportunity scoring: prioritize high-impact content gaps
One-click brief generation for identified opportunities
Search Intelligence interface

Shopping Intelligence

AI doesn't just recommend products — it recommends where to buy them. Amazon, Best Buy, your D2C site: AI picks favorites. See which stores AI trusts in your category.

Store distribution: which e-commerce platforms AI recommends
Product tracking: ratings, positions, and sources per product
Shopping gaps: where competitor products appear but yours don't
Price and rating insights from AI-recommended listings
Shopping Intelligence interface

Social Intelligence

AI doesn't just cite websites — it cites conversations. Reddit threads, YouTube videos, Hacker News discussions. See which communities drive your AI visibility.

10+ platforms: Reddit, YouTube, Hacker News, Twitter/X, LinkedIn, Quora
Community-level data: citation counts, positions, top providers
Social gaps: where competitors get cited but you don't
Share of voice: what % of citations come from social sources
Social Intelligence interface

Ready?

Get deep AI insights with brand perception analysis, product intelligence, search intelligence, and personalized recommendations to optimize your strategy.

Explore Our Complete Platform

Discover how our integrated modules work together to maximize your AI presence

Visibility Platform

Real-time monitoring & tracking

Monitor prompts, analyze responses, track sources, and benchmark competitors across all major AI platforms in real-time.

Explore Visibility

Strategy Platform

Content & optimization tools

Get actionable insights, technical analysis, backlink opportunities, Google Search Console integration, and search intelligence to optimize your AI strategy.

Explore Strategy

Analytics Platform

Advanced tracking & performance

Comprehensive analytics with AI traffic analysis, pages performance tracking, and real-time dashboards to measure your AI visibility impact.

Explore Analytics

Frequently Asked Questions

Common questions about AI insights and intelligence

How does Brand Perception Analysis reveal my AI reputation?

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

What insights does Shopping Intelligence extract from AI responses?

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

How does Search Intelligence uncover new opportunities?

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.

What social sources does Social Intelligence track?

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.

What personalized recommendations will I receive?

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

How does Insights integrate with other platform modules?

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.

Can I customize the insights and recommendations I receive?

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