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.
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Latest
The freshest insights and playbooks from the Qwairy editorial team.
Agencies: Turn AI Visibility Audits into New Business
A practical playbook for turning unlimited AI visibility audits without automatic expiration into an agency growth engine, from lead magnet to monitoring.
Google AI Overviews and AI Mode Launch in France - Track Both from Day One with Qwairy
Google launched AI Overviews and AI Mode in France on July 22, 2026. Learn why the rollout took two years, what it changes for brands, and how to measure both surfaces in Qwairy.
Qwairy v1.18 Product Update: AI Revenue & Action Center
AI Revenue moves to GA with three-layer attribution and a self-serve GA4 setup, the Action Center leaves beta on every paid plan, and a new Pitch Audit lets agencies run one-shot GEO audits on prospects. Plus a refreshed Premium Models catalog and the MCP server now available from Starter.
How Qwairy Predicts the 2026 World Cup Winner
A Qwairy research study on how AI answer engines frame the 2026 World Cup winner, where they agree, where answers become volatile, and what marketers can learn from AI perception mapping.
Product
Qwairy product updates, new features, and platform improvements.
Qwairy v1.18 Product Update: AI Revenue & Action Center
AI Revenue moves to GA with three-layer attribution and a self-serve GA4 setup, the Action Center leaves beta on every paid plan, and a new Pitch Audit lets agencies run one-shot GEO audits on prospects. Plus a refreshed Premium Models catalog and the MCP server now available from Starter.
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.
Guides
Step-by-step frameworks for schema, monitoring, content strategy, and platform-specific tactics.
How to Set Up AI Referral Tracking in GA4, Plausible and Matomo
Most analytics tools miss or misclassify AI referral traffic by default. This step-by-step guide shows you how to properly track visits from ChatGPT, Perplexity, Claude, Gemini, and other AI platforms in GA4, Plausible, and Matomo.
GEO Content Optimization: The Complete Guide to create content that get cited by ChatGPT, Perplexity & Co.
A complete, data-backed guide to Generative Engine Optimization (GEO) for SEOs. Covers how LLMs consume and select content, semantic optimization, E-E-A-T signals, page typology, and content maintenance — with primary sources throughout.
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 Rank on ChatGPT: 7 easy Steps
The complete data-driven playbook for earning ChatGPT citations. Technical setup, content structure, authority signals, and monitoring strategies backed by 184K+ query analysis.
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New industry data, strategic playbooks, and AI visibility insights - straight to your LinkedIn inbox. Free, unsubscribe anytime.
Research
Original research, benchmarks, and data-driven insights on AI search, citations, and generative engines.
How Qwairy Predicts the 2026 World Cup Winner
A Qwairy research study on how AI answer engines frame the 2026 World Cup winner, where they agree, where answers become volatile, and what marketers can learn from AI perception mapping.
The Answer Is Now an Opening: How AI Engines Turn One Question Into a Funnel (June 2026)
We measured how AI engines END their answers on the commercial questions brands compete on: how often the engine closes by offering to keep going ("If you want, I can narrow this down by budget, region, use case"). Measured across the major AI engines we monitor over a 90-day window.
Same Question, Different Web: AI Engines Barely Cite the Same Sources (June 2026)
We tested the assumption behind Google's "AI optimization is just SEO" guidance: do the domains cited by Google AI match those cited by ChatGPT, Perplexity, Claude and the rest on the same question? They barely do - cross-engine overlap runs 4-19% (Jaccard), and the single top source matches 4-13% of the time. Measured across eight major AI surfaces on production brands, every prompt run repeatedly, over a 90-day window.
Same Question, Different Answer: The Two Blind Spots in How You Track AI Visibility (May 2026)
Two structural reasons a single AI visibility check misleads, both visible in Google's numbers. (1) Google is not one AI surface but two - AI Overview and AI Mode - which behave like opposites: AI Mode is ~4x longer, names 2x more competitors, cites 1.7x more sources. (2) Neither surface is deterministic: ask the same question again and the brand-mention verdict flips on ~1 in 4 questions, and ~2 in 3 of the questions where the brand appears at all. Same instability on ChatGPT and Perplexity.
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.
Customers
How Qwairy customers win AI visibility. Case studies and real-world results.
How Ornikar Engineered Brand Citations in AI Search and Built the Playbook to Get There
How Ornikar, France's online driving-school leader, built an operational GEO playbook to become a cited brand in AI answers across driving education and car insurance — with traffic and conversion gains following.
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.
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.
Feature Highlights
1 article
News
1 article