The Qwairy Blog
Your source for AI visibility insights, SEO strategies, and expert guides. Stay ahead in the evolving landscape of AI-driven digital marketing.
The Complete JSON-LD Schema Guide for AI Citations 2026: 7 Schemas That Matter
Which Schema.org schemas actually impact AI citations? FAQPage, Article, Person, Organization, HowTo, and more. Complete code examples ready to implement.
The 2026 GEO Business Case: How to Measure ROI and Secure Budget for AI Search
A data-driven framework for marketing leaders to measure GEO performance, prove ROI to executives, and secure budget for AI search optimization in 2026.
The Complete Guide to GEO Metrics
The definitive guide to measuring AI visibility. Core metrics, industry benchmarks from 500+ brands, advanced insights, and actionable optimization strategies for ChatGPT, Claude, Perplexity, and other AI platforms.
Content Freshness for AI Citations: The Complete 2026 Guide
How content freshness impacts AI citations. Learn when to update, what to refresh, and how ChatGPT, Claude, Perplexity evaluate recency signals.
Query Fan-Out: ChatGPT Runs 3.5x More Searches Than Perplexity (102K Queries Analyzed)
Analysis of 102,018 AI queries reveals the truth: query fan-out varies by provider. Perplexity: 70.5% single-query. ChatGPT: 32.7% single-query. This provider-specific behavior is the hidden factor determining who wins in AI search.
Qwairy v1.12: See How AI Sees Your Website
Your website is being indexed by AI every day. v1.12 shows you exactly what GPTBot, ClaudeBot, and PerplexityBot are crawling, how much traffic AI platforms drive to your site, and whether your pages are optimized for AI citations.
Qwairy v1.11: Where AI Gets Its Information About Your Brand
Stop guessing why AI says what it says. v1.11 reveals the sources behind AI responses - Reddit communities, YouTube channels, e-commerce platforms, authority sites - and gives you the tools to influence them.
Introducing Social Intelligence: Track How AI Cites Social & Community Sources
Understand which social platforms and communities AI engines trust and cite. Monitor Reddit, YouTube, Twitter, forums, and more across all major AI platforms.
Google AI Overview Optimization: The Complete Guide to Ranking in AI-Powered Search
Learn how to optimize your content for Google AI Overviews with actionable strategies, technical implementation guides, and industry best practices.
Qwairy v1.10: Smarter Competitors, Looker Studio & Dark Mode
Discover our new competitor extraction engine that automatically identifies and classifies every competitor from your AI monitoring data. Plus Looker Studio integration to connect your GEO metrics to your dashboards, enhanced sentiment analysis, and a brand new dark mode.
We analyzed 184,128 queries on ChatGPT, Gemini, Perplexity and Claude. Here is what we learned.
The most comprehensive study ever conducted on LLM ranking factors, analyzing 184,128 queries and 1,479,145 sources across 20 AI models including ChatGPT, Gemini, Perplexity, Claude, Mistral, DeepSeek, and Grok to help you dominate AI-generated results.
Perplexity Cites 2.8x More Sources Than ChatGPT, Only OpenAI Depends on Wikipedia
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%.