What are the three main modules in Qwairy v1.9?

Qwairy v1.9 introduces Insights Platform (Shopping & Search Intelligence), Content Opportunities (automatic gap analysis with priority scoring), and Content Studio (AI-powered content generation from 7 intelligence sources).

How does Content Opportunities prioritize content gaps?

Content Opportunities uses dual gap analysis with Brand Gap (0-100% showing where competitors appear without you) and Source Gap (when AI cites sources but not yours), providing mathematical priority scoring to identify high-value content opportunities.

What is query fan-out and how does Search Intelligence help?

Query fan-out is when AI platforms generate dozens of related queries from a single user question. Search Intelligence tracks these fan-outs, helping you discover 200+ opportunities from just 10 core prompts and dominate entire topic clusters.

What intelligence sources can Content Studio use for briefs?

Content Studio generates briefs from 7 sources: Content Opportunities, Search Intelligence, Google Search Console, monitored topics, citation sources, competitor URLs, and any external URL with automatic source classification.

Does Qwairy v1.9 include fact-checking for generated content?

Yes, Content Studio includes a built-in fact-checker with real-time data access that verifies claims, identifies statements needing citations, cross-references data points, and flags outdated information to ensure content accuracy.

How does Shopping Intelligence help e-commerce brands?

Shopping Intelligence reveals which products AI platforms recommend, how features are described by AI versus your marketing, competitor product positioning, and gaps by product tier to optimize product-level visibility.

Product Update

Qwairy v1.9

Insights Platform

Content Opportunities

Content Studio

Gap Analysis

AI Content Creation

Brand Perception

Strategic Optimization

GEO Platform

Qwairy v1.9: Insights, Opportunities & Content Studio

Nicolas Ilhe•October 13, 2025•Updated Dec 21, 2025•7 min read•

Product Updates

Three powerful new modules that transform monitoring data into action: Insights Platform reveals competitor positioning and search patterns, Content Opportunities automatically identifies and prioritizes content gaps, and Content Studio generates AI-optimized content in minutes.

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