GEO News &amp; AI Visibility

AIs don't agree about your brand: 1 question in 4

Across 617 questions asked to several AIs, in 23% of cases models disagree on whether your brand appears. Asking one AI is not enough.

The sources AIs cite most when talking about brands (123 audits)

Across 123 audits, which sources do AIs cite about brands? LinkedIn 37%, Wikipedia, Trustpilot, business registries. Your website is not enough.

Comparison

GEO/AEO tools for agencies: the French landscape 2026 (Qwairy, Hikoo, AI Labs Audit)

A factual landscape of GEO/AEO tools for agencies: AI Labs Audit, Qwairy, Hikoo, Peec AI. Providers, models and integrations compared separately, with...

Which AI model invents the most URLs? 26,435 citations examined

Of 26,435 URLs cited by 53 AI models, 70 didn't exist. Models ranked by hallucinated-URL rate, from 0.04% to 1.05%. Original AI Labs Audit data.

AI Labs Radar: the free pre-diagnosis that tells brands what AIs say about them

AI Labs Radar: a free, no-account pre-diagnosis that shows whether your brand appears in ChatGPT, Gemini and Mistral — and what they say about it.

Jun 2026 Read

2026 Barometer: what 6,820 AI answers reveal about brand visibility

Original AI Labs Audit data: 104 audits, 65 brands, 6,820 AI answers. 16% unprompted visibility, invented URLs for 66% of brands, +7 points in web mod...

Jun 2026 Read

R&D / Comparison

GEO & AEO Platform Comparison 2026: Profound vs AI Labs

Detailed comparison Profound vs Scrunch vs AI Labs Audit: features, pricing, strengths and weaknesses of GEO/AEO platforms in 2026. Impartial R&D anal...

Best AEO/GEO Platforms 2026: 8 Tools Compared (Pricing, Features)

2026 comparison of 8 AEO/GEO platforms: AI Labs Audit, Otterly.AI, Profound, HubSpot, Conductor, SE Ranking, Qwairy, Peec AI. Pricing, MCP, reliabilit...

Technology

What is an MCP Server? Connect Your AIs to Your Data

Discover the MCP (Model Context Protocol) that connects Claude, ChatGPT and other AIs to your business data in real time.

Zero-Click & AI Visibility: Threat into Opportunity 2026

60% of searches are zero-click in 2026. Discover how to turn this threat into opportunity with AEO, GEO and structured data strategies.

AI Search Market 2026: Key Figures & Market Share Stats

AI search market in 2026: ChatGPT 800M+ users, Perplexity 45M+, Google AI Overviews on 47% of queries. Market size $7.3B. All the stats and trends you...

AI Hallucinations & Brand Reputation: Protect Your Image

35% of brands impacted by AI hallucinations. Learn how to protect your reputation on ChatGPT, Claude, Gemini and Perplexity in 2026.

AI Visibility Metrics: Measure Your Presence on AI Engines

6 essential metrics to measure AI visibility: Visibility Score, Mention Rate, Share of Voice, Position, Sentiment and Thematic Coverage.

Get Cited by ChatGPT, Claude & Gemini — 7-Step Action Plan [2026]

A practical guide to earning citations in ChatGPT, Claude and Gemini with 7 concrete fixes, examples and measurement tips.

Premium PDF Reports: Complete Guide to AI Visibility Audits

Discover our 15-25 page premium PDF reports for AI visibility audits. Full white labeling, AI content, GEO metrics. Complete guide for agencies.

Gemini Audit: Get Your Brand Visible on Google's AI [2026]

How to audit your brand's visibility on Gemini and Google's AI Overviews: methodology, E-E-A-T signals, schema, and the mistakes that make you invisib...

Claude Audit 2026: How to Check and Improve Your Visibility on Anthropic's AI

Audit how your brand appears in Claude: source patterns, ClaudeBot signals, risks to fix and a step-by-step visibility method.

GEO Audit 2026: Full Methodology to Measure Visibility on Generative AI

Run a GEO audit with the right KPIs, testing steps and report format to diagnose visibility across generative search engines.

AEO Audit: The Complete 2026 Methodology Guide

Learn the exact 6-step AEO audit process, key metrics and deliverables to improve citations across ChatGPT, Claude and Perplexity.

Technical

robots.txt for AI: Configuration Guide for AI Crawlers

How to configure your robots.txt to allow GPTBot, ClaudeBot and PerplexityBot while blocking training crawlers. Guide with examples.

Agency Mode: GEO Consultants with Shared Credit Pool

The Agency+ plan lets you manage multiple consultants from a single dashboard. Shared credit pool, roles, permissions, centralized white-label and API...

AI Semantic Perception: Words AI Associates with Your Brand

Discover the words and concepts ChatGPT, Claude and Perplexity associate with your brand. Semantic cloud and perception analysis.

Source Authority: Control Which URLs AI Cites for Your Brand

Source Authority measures the share of YOUR URLs among AI citations. Target 50%+ and take back control of the sources AI uses about you.

AI Brand Safety: Protect Your Brand from AI Hallucinations

How to detect and fix factual errors AI generates about your brand. Brand Safety score, concrete examples and action plan.

Hero Grades A+ to F: Your AI Visibility Score at a Glance

Hero Grades transform your AI visibility metrics into A+ to F ratings. Understand the 3 scores: AI Visibility, GEO Technical and AEO Readiness.

Technical

AQA Guide: Make Your FAQs Visible to AI in 5 Minutes

Add the AQA standard to your FAQs in 5 minutes so ChatGPT, Claude and Perplexity cite your answers with full confidence. JSON-LD examples.

AI Tracking: Bots, LLM Mentions & Hallucinated URLs

Complete AI tracking playbook: 15+ bots, LLM mentions, referral traffic and hallucinated URLs. Everything you need to measure AI impact.

Vision

AI Labs Audit: Europe's GEO & AEO Reference Platform

GEO is the next search frontier. Discover why AI Labs Audit is building Europe's reference AEO and GEO platform for agencies and brands.

AI Competitive Analysis: GEO Share of Voice vs Competitors

Benchmark your AI share of voice against rivals. Compare mentions, positions and sentiment across ChatGPT, Claude and Gemini in minutes.

Agent Dashboard: Manage GEO Clients From One Interface

One dashboard to run every GEO client: portfolio view, analytics, credits and alerts. Built for agencies scaling AI visibility services.

Hallucinated URLs: When AI Invents Pages on Your Website

LLMs invent pages that don't exist on your site, confusing users. See why hallucinated URLs happen and how AI Labs Audit detects them all.

26-Point GEO Checklist: The Complete Technical Audit for AI

26-point GEO checklist covering robots.txt, llms.txt, Schema.org and E-E-A-T. 18 auto-verified plus 8 expert checks for a complete audit.

Scheduled Audits: Track GEO Visibility Evolution Over Time

Stop guessing. Schedule daily, weekly or monthly GEO audits with AI Labs Audit and track how your AI visibility evolves across quarters.

Native vs Web Score: Both Realities of Your AI Presence

Native vs Web Score: the two sides of AI visibility. Learn what each reveals and why measuring both is non-negotiable for GEO strategy.

Read-Only Client Portal: Share GEO Results Under Your Brand

Share GEO audit results under your own brand. AI Labs Audit's white-label read-only client portal keeps data secure and fully on-brand.

AI Prompt Generation: Tailored GEO Audits for Every Client

Generic prompts produce generic audits. See how AI Labs Audit auto-generates tailored prompts across 8 GEO/AEO themes for every client.

Client Showcase Pages: Premium GEO Backlinks in 1 Minute

Discover how AI Labs Audit Client Showcase Pages generate premium GEO backlinks with Schema.org, Google reviews, and IndexNow in 4 languages.

AILabsAudit REST API: Automate AI Visibility Audits

Complete guide to integrating the AILabsAudit REST API: authentication, endpoints, integration patterns, Python code examples and best practices.

Strategy

AI Optimization: Strategies to be Cited by LLMs

Complete guide to AI optimization strategies to improve visibility on ChatGPT, Claude, Gemini, Perplexity. AEO, GEO, LLMO.

Tool / Technical

AI Labs Audit: AI Referencing Without Web Search

Discover how AI Labs Audit analyzes your visibility on AI without depending on web search. Reliable and reproducible results.

AI Visibility Checklist 2026: 25 Actions for ChatGPT, Claude, Gemini, Perplexity

Use this 25-point AEO checklist to improve citations, schema, freshness and entity coverage across ChatGPT, Claude and Gemini.

AI Share of Voice 2026: Measure Brand Visibility in ChatGPT

AI Share of Voice is the 2026 metric replacing Google rankings. Learn how to calculate, benchmark and grow your mentions on ChatGPT, Claude, Gemini.

Technical

RAG (Retrieval-Augmented Generation) and Visibility

RAG explained for marketers: how Perplexity and ChatGPT pick sources, and the 5 levers to make your content the one AI retrieves and cites.

Strategy

Voice Search & AI 2026: Optimize for Siri, Alexa & Google

61% of Gen Z uses AI voice assistants daily. Learn how to optimize your content for Siri, Alexa, Google Assistant & ChatGPT voice — with real-world ex...

Tools

7 Best Generative Engine Monitoring Tools 2026 (Free + Paid)

Review the top AEO monitoring tools, pricing and blind spots, plus which option fits in-house teams, agencies and startups.

How Perplexity AI Decides Sources (+ 9 Tactics to Get Cited)

9 proven ways to win Perplexity citations, with source patterns, examples and a free audit checklist. Updated for 2026.

Local AI Visibility: Guide for Restaurants and Hotels

Restaurants and hotels: win the local AI search shift. Concrete tactics to get your venue recommended by voice assistants and AI chatbots.

E-E-A-T for AI: 12 Tactics to Get Cited by ChatGPT [2026]

ChatGPT cites who Google trusts. 12 E-E-A-T tactics to get Experience, Expertise, Authority & Trust signals AI engines actually pick up.

Strategy

Google AI Overviews 2026: How to Get Featured (Guide)

Google AI Overviews replace traditional SERP. How Google selects sources and how to force your brand to appear in 2026.

llms.txt: The New Standard for AI Visibility [Guide 2026]

llms.txt tells AI models what your site is about. Step-by-step implementation guide for ChatGPT, Claude & Perplexity. See results in 2 weeks.

Regulation

AI Act: Complete Guide for Companies 2026

AI Act decoded for businesses: prohibited practices, risk categories, deadlines and compliance steps. Avoid 35M euro fines starting 2026.

Schema Markup for AI Search: 7 JSON-LD That Boost Citations

See the 7 schema types that help ChatGPT, Claude and Google understand your pages, with copy-paste examples and validation tips.

GEO (Generative Engine Optimization): Guide 2026

GEO in 2026: master the 6 strategies that get brands cited by Perplexity, SearchGPT and AI Overviews. Backed by Princeton research findings.

Study: AI Visibility of French Companies

Exclusive study on the visibility of French companies on ChatGPT, Claude, Gemini and Perplexity. Key figures and analysis.

Business / Agencies

Agencies: How to Offer AI Visibility Audits

Agencies: turn AI visibility audits into a premium service. Pricing, deliverables and sales playbook to escape SEO commoditization fast.

Methodology / Guide

AI Visibility Audit: 7-Step Methodology for Agencies

Audit AI visibility like the pros: a 7-step methodology covering ChatGPT, Claude, Gemini and Perplexity with scoring, metrics and action plans.

Trends / AI

Conversational AI to Monitor in 2026

Discover the conversational AIs that will dominate the market in 2026: ChatGPT, Claude, Gemini, Perplexity and emerging new players.

Strategy / Guide

SEO vs AEO: Differences and Complementarities

Compare SEO and AEO: understand the key differences and how these two approaches complement each other to maximize your visibility.

AEO / Strategy

What is AEO (Answer Engine Optimization)? Guide 2026

Master AEO in 2026: get your brand cited by ChatGPT, Claude, Gemini and Perplexity. Proven mechanisms, strategies and examples inside.