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Discover our articles, guides and tips to optimize your presence on AI answer engines.

Featured

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

We launched AI Labs Radar: a free, no-account pre-diagnosis that measures whether a brand appears in ChatGPT, Gemini and Mistral answers — and what they say about it. What it changes, including for agencies.

Updated 4 min read Fonctionnalité
Davy Abderrahman
Davy Abderrahman Founder, AI Labs Audit
Étude de données

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...

Davy Abderrahman Davy Abderrahman
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R&D / Comparatif

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...

Davy Abderrahman Davy Abderrahman
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Guide

Best AEO/GEO Platforms 2026: 8 Tools + Free Learning Resources

Compare 8 AEO/GEO platforms side-by-side: Profound, Otterly, AI Labs Audit, Scrunch, HubSpot. Pricing, features & free trials for 2026.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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Guide

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...

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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Guide

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

How ChatGPT, Claude and Gemini choose sources: Bing top-10 (87% of citations), domain authority and a 7-step plan to get cited. 2026.

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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Guide

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...

Davy Abderrahman Davy Abderrahman
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Guide

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

Audit your brand on Claude (Anthropic): how Claude picks sources, what ClaudeBot crawls, citation patterns and a step-by-step methodology to get cited...

Davy Abderrahman Davy Abderrahman
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Guide

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

Run a GEO audit in 2026: 7 KPIs, 8-step method, hallucination detection, multi-model testing and the report deliverable agencies expect.

Davy Abderrahman Davy Abderrahman
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Guide

AEO Audit: The Complete 2026 Methodology Guide

How to run a credible AEO audit in 2026: 6-step methodology, key metrics, prompt design, scoring, deliverables and common mistakes — by AI Labs Audit.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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Documentation produit

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...

Davy Abderrahman Davy Abderrahman
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Fonctionnalité

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.

Davy Abderrahman Davy Abderrahman
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Fonctionnalité

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.

Davy Abderrahman Davy Abderrahman
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Fonctionnalité

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.

Davy Abderrahman Davy Abderrahman
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Fonctionnalité

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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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GEO / Feature

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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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GEO / Feature

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.

Davy Abderrahman Davy Abderrahman
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Documentation produit

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.

Davy Abderrahman Davy Abderrahman
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GEO / Feature

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.

Davy Abderrahman Davy Abderrahman
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GEO / Feature

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.

Davy Abderrahman Davy Abderrahman
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Documentation produit

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.

Davy Abderrahman Davy Abderrahman
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GEO / Feature

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.

Davy Abderrahman Davy Abderrahman
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Documentation produit

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.

Davy Abderrahman Davy Abderrahman
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Documentation produit

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.

Davy Abderrahman Davy Abderrahman
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Documentation produit

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.

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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Guide

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

25 sourced actions to grow your brand visibility on ChatGPT, Claude, Gemini and Perplexity. Updated after Google’s May 2026 AI Optimization Guide.

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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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...

Davy Abderrahman Davy Abderrahman
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Tools

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

Compare 7 AI visibility tracking tools: AI Labs Audit, Otterly.ai, Profound, HubSpot AEO. Free vs paid, features, pricing accuracy. Updated May 2026.

Davy Abderrahman Davy Abderrahman
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AI

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

Perplexity's source-selection algorithm decoded: which signals it ranks first + 9 proven tactics to get cited. Updated May 2026 with data from 200 bra...

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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Guide

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

7 JSON-LD schemas every page needs to get cited by ChatGPT, Claude, Perplexity, Gemini. Copy-paste code examples + free schema audit tool. Updated 202...

Davy Abderrahman Davy Abderrahman
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Guide

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.

Davy Abderrahman Davy Abderrahman
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Guide

Study: AI Visibility of French Companies

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

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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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.

Davy Abderrahman Davy Abderrahman
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