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Analysis of 950,000+ citations reveals specialized business content dominates AI responses at 97.5%, while Wikipedia and Reddit combined account for under 2%.
Why Insights Platform delivers actionable intelligence: 4 integrated modules analyzing brand perception, product mentions, search patterns, and personalized recommendations with performance scoring.
Why Content Studio delivers premium quality: insights-driven briefs, always-fresh data validation, automatic source classification, and reinforcement from real competitive intelligence.
Analysis of 118K+ answers reveals dramatic differences in AI citation behavior: Perplexity averages 21.87 citations per question while ChatGPT uses 7.92, and OpenAI is the only model citing Wikipedia significantly at 4.8%.
Why Content Opportunities delivers strategic clarity: dual gap analysis with mathematical scoring, automatic competitor intelligence, and seamless Content Studio integration. No more guessing what content matters most.
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.
A major upgrade packed with more credits at lower costs, new LLM models including GPT-5 and Claude Opus 4, detailed competitor page analysis, expanded language support for global brands, and week-over-week tracking to measure your progress over time.
Webloom, a French agency specializing in SEO, SEA, and GEO, decided to level up its AI visibility expertise by integrating Qwairy into its workflows. What began as an exploratory tool quickly became a core part of their client delivery - and a differentiator in an increasingly competitive market.
When Pysae set out to measure how often they were mentioned in AI-generated responses, they faced a familiar problem: a lack of visibility. With Qwairy, they gained clarity and achieved a 30% increase in brand mentions.
Real-time client dashboards with zero editing risk.
Traditional SEO is no longer enough. As AI-powered search engines like ChatGPT, Perplexity, and Gemini become primary sources of information, Generative Engine Optimization (GEO) is emerging as the new frontier.
Perplexity is an AI-powered answer engine. Instead of showing a list of websites like Google, it gives users direct answers, often using just a few trusted sources. Learn how to make your brand one of them.