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.
Latest
The freshest insights and playbooks from the Qwairy editorial team.
Qwairy's MCP: The GEO Tool Built for AI Visibility — Natively
A full breakdown of Qwairy's MCP server: what each tool does, how it compares to Visiblie, Omnia, and Foglift, and why native MCP matters for GEO strategy.
How a GEO Consultant 3x'd a Brand's AI Mentions in Less Than 3 Months
SEO/GEO consultant Thibaut Huertas shares how he tripled Bluecoders' brand mentions and source citations across AI models in under 3 months, using Qwairy to identify high-value prompts and authority backlink targets.
How Meilleurtaux Boosted Its AI Visibility in the Competitive French Mortgage Market with Qwairy
Comment Meilleurtaux, leader de la comparaison de crédits immobiliers en France, a utilisé Qwairy pour mesurer et améliorer sa visibilité dans les moteurs IA.
The ChatGPT Linking Shift, May 2026: Inline Brand Links Jumped 14x in a Single Day
On May 7, 2026, ChatGPT started embedding clickable links to brands' own sites inside its answers. A study of 140,000+ ChatGPT answers: the rate jumped roughly 14× overnight, every link carries a utm_source=chatgpt.com tag, and only ChatGPT moved.
Product
Qwairy product updates, new features, and platform improvements.
Qwairy's MCP: The GEO Tool Built for AI Visibility — Natively
A full breakdown of Qwairy's MCP server: what each tool does, how it compares to Visiblie, Omnia, and Foglift, and why native MCP matters for GEO strategy.
Qwairy v1.17: AI Assistant & Ads Monitoring for Everyone
Launch your agency practice with pitch workspaces and a public directory. Run full GEO audits on any competitor with PDF export. Per-prompt monitoring frequency, redesigned Social Insights, and an AI Assistant now open to every user.
Qwairy v1.16: Smarter Metrics, Deeper Insights
My Website gives you a unified page inventory with AI citation data, GEO scores, and AI Readiness. Brand Associations reveal HOW AI describes you across 6 dimensions. Plus: Prompt Discover, Sentiment Analysis, Competitor Influence & 45+ Languages.
Qwairy v1.15: Compare & Filter Your AI Visibility
Head-to-head competitor compare with 11 metrics, advanced filters with saved lists across every page, plus GEO Matrix, MCP, and more.
Guides
Step-by-step frameworks for schema, monitoring, content strategy, and platform-specific tactics.
How to Measure GEO ROI and Track AI revenue from LLMs (ChatGPT, Claude, Gemini…)
Every AI search dashboard shows citations. Almost none show revenue. This handbook gives you the three-layer framework, a maturity matrix, a 20-point audit, and the CFO conversation framework to fix that.
How to Find Relevant Prompts Using Bing Webmaster Tools AI Performance
Use Bing Webmaster Tools' AI Performance dashboard to discover grounding queries, analyze citations, and optimize your content for Microsoft Copilot visibility.
How to track AI Traffic on Google Analytics?
Set up GA4 to measure visitors from ChatGPT, Perplexity, Claude and other AI platforms. Includes referrer patterns, regex filters, and traffic quality analysis.
How to identify Prompts thanks to Google Search Console?
Turn your GSC queries into AI visibility opportunities across ChatGPT, Perplexity, and AI Overview with practical regex patterns and a step-by-step workflow.
Get the GEO playbook weekly
New industry data, strategic playbooks, and AI visibility insights - straight to your LinkedIn inbox. Free, unsubscribe anytime.
Industries
Vertical-specific GEO strategies from SaaS and healthcare to automotive and beauty.
GEO for Beauty & Personal Care: How Salons & Skincare Brands Win AI Recommendations (2026)
76% of beauty consumers are open to AI-powered shopping, and AI has surpassed social media as the primary channel for beauty product discovery. This guide shows salons, skincare brands, and spas how to become the beauty brand AI recommends.
GEO for Home Services: How Contractors & Local Trades Win AI Recommendations (2026)
45% of consumers now use AI to find local services, up from 6% a year ago. Yet 98.8% of contractors are invisible in ChatGPT. This guide shows plumbers, electricians, HVAC techs, and home service companies how to become the provider AI recommends.
GEO for Fitness & Wellness: How Gyms & Wellness Brands Win AI Recommendations (2026)
49% of consumers use AI fitness apps daily, and AI is rapidly becoming the discovery channel for gyms, trainers, and wellness services. This guide shows fitness businesses how to become the gym or program AI recommends.
GEO for Pet Care: How Vets & Pet Brands Win AI Recommendations (2026)
Vet clinics saw a 1,278% increase in ChatGPT referral traffic in one year. Yet 80% of AI pet product recommendations go to Chewy and PetSmart. This guide shows veterinarians, pet brands, and pet services how to capture AI-driven pet parent traffic.
Research
Original research, benchmarks, and data-driven insights on AI search, citations, and generative engines.
The ChatGPT Linking Shift, May 2026: Inline Brand Links Jumped 14x in a Single Day
On May 7, 2026, ChatGPT started embedding clickable links to brands' own sites inside its answers. A study of 140,000+ ChatGPT answers: the rate jumped roughly 14× overnight, every link carries a utm_source=chatgpt.com tag, and only ChatGPT moved.
Sources by Intent Study Q2 2026: Brand Editorial Owns 76% of French AI Citations, Wikipedia Barely Makes 3%
A qualitative study on 150 French unbranded prompts across 9 intent typologies. Why brand-owned editorial dominates 76% of AI citations, how negative framing wipes out official sources (×18), and what GEO teams should do about it.
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.
Customers
How Qwairy customers win AI visibility. Case studies and real-world results.
How a GEO Consultant 3x'd a Brand's AI Mentions in Less Than 3 Months
SEO/GEO consultant Thibaut Huertas shares how he tripled Bluecoders' brand mentions and source citations across AI models in under 3 months, using Qwairy to identify high-value prompts and authority backlink targets.
How Meilleurtaux Boosted Its AI Visibility in the Competitive French Mortgage Market with Qwairy
Comment Meilleurtaux, leader de la comparaison de crédits immobiliers en France, a utilisé Qwairy pour mesurer et améliorer sa visibilité dans les moteurs IA.
How Webloom Elevated Its Clients' AI Visibility and Content Strategy with Qwairy
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.
How Pysae Boosted Its AI Visibility and Brand Mentions by 30% with Qwairy
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.
Playbooks
4 articles
How to optimize for AI Agents? (That Browse, Compare, and Buy) - With Qwairy’s MCP
Prepare your site for AI agents that browse, compare, and buy. Audit agent accessibility, analyze data extractability, and build a structured data roadmap for the next 12 months.
YouTube GEO Strategy: How to Get Cited by AI Answers
Use YouTube to become the most-cited brand in AI answers. Audit YouTube citation presence, analyze competitor video strategies, and build a transcript-optimized video plan for maximum AI visibility.
E-Commerce: How to audit if your Products Appear in AI Shopping Recommendations?
Audit your product visibility in AI shopping recommendations. Discover which products appear, which review sites drive recommendations, how competitors compare, and build an optimization plan for e-commerce AI visibility.
Build a Reddit GEO Strategy Using AI Citation Data
Use Qwairy's Social Insights + Claude MCP to discover which Reddit threads AI engines cite, map the subreddit landscape, identify competitor gaps, and build a 4-week engagement calendar grounded in citation data.