AI Visibility

60 expert articles about AI Visibility. Discover our complete guides, strategies and insights to optimize your visibility on AI and search engines.

Recent Posts

ChatGPT Stopped Citing Reddit. Our Data Shows the Mechanism Behind the 95% Collapse

Reddit's share of ChatGPT Search citations collapsed 95% in one week in August 2026. Qwairy's citation data reveals the mechanism: a query fan-out change on August 8 that switched ChatGPT to direct site: interrogation, redistributing citations from discussion platforms to official sources.

Tags: AI Visibility, GEO
Date: 8/17/2026 • 10 min read

Source Authority: Find the Sources That Shape AI Answers

Source Authority reveals which domains consistently shape monitored AI answers, turning citation reach, consensus, momentum, breadth, and context into a practical source strategy.

Tags: AI Visibility, GEO
Date: 8/4/2026 • 10 min read

What Triggers ChatGPT Shopping, and What Happens Next?

Qwairy maps when ChatGPT Shopping appears across 100,000+ monitored runs. A matched test found appearance rates ranging from 21.7% to 96.7%.

Tags: AI Visibility, GEO
Date: 8/4/2026 • 10 min read

Guides

AEO vs GEO vs SEO: How the 2026 Search Ecosystem Fits Together

A practical three-way breakdown of SEO, answer engine optimization, and generative engine optimization: what each one means, where they overlap, and how to run them as a single AI visibility program.

Tags: AI Visibility, AEO vs SEO
Date: 6/9/2026 • 13 min read

robots.txt & AI Crawlers: Which Bots to Allow (GPTBot, ClaudeBot, PerplexityBot…)

Not all AI crawlers do the same job. Learn which bots to allow or block in robots.txt - GPTBot, ClaudeBot, PerplexityBot and more - without accidentally deleting yourself from AI answers.

Tags: AI Visibility, AI citation factors
Date: 5/29/2026 • 16 min read

How to Get Cited by AI: The Complete Playbook

A practical, cross-engine playbook for earning citations from AI engines like ChatGPT, Perplexity, Gemini and Google AI Overviews. Learn how citations are chosen, the tactics that work across engines, and how to measure your citation share.

Tags: AI Visibility, what makes AI cite you
Date: 5/26/2026 • 12 min read

Research

ChatGPT Recommends the Product. Where Does the Shopping Link Go?

For 72 of 139 eligible product-brand domains, the recorded brand domain never appeared among 22,115 identifiable ChatGPT shopping destinations.

Tags: AI Visibility, GEO
Date: 8/4/2026 • 11 min read

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.

Tags: AI Visibility, GEO
Date: 6/29/2026 • 13 min read

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.

Tags: AI Visibility, GEO
Date: 6/14/2026 • 19 min read

Customers

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.

Tags: AI Visibility, GEO
Date: 6/17/2026 • 9 min read

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.

Tags: AI Visibility, GEO as a service
Date: 6/3/2026 • 5 min read

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.

Tags: AI Visibility, GEO for financial services
Date: 5/26/2026 • 12 min read

Product

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.

Tags: AI Visibility, GEO
Date: 7/29/2026 • 12 min read

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.

Tags: AI Visibility, GEO
Date: 7/21/2026 • 7 min read

Qwairy v1.19: Source Authority, Agent Skills & Connected Analytics

Qwairy v1.19 introduces Source Authority, 36 Agent Skills, rebuilt Crawler Analytics and broader analytics connections to turn AI visibility data into action.

Tags: AI Visibility, GEO
Date: 6/28/2026 • 8 min read