Frequently asked questions
Everything you need to know about AI visibility and RadarLLM
Ask typical customer questions to ChatGPT, Perplexity, Gemini and Claude, then check whether your website is cited in the answers. The RadarLLM audit automates this: 10 questions asked 3 times to each of the 4 AIs, i.e. 120 real tests.
Most common causes: GPTBot blocked in robots.txt, no llms.txt file, content not structured for AI (no FAQ schema, no direct answers), and weak EEAT signals.
Perplexity mainly cites websites with factual, well-sourced content, structured in short paragraphs, with Schema.org markup. Allow PerplexityBot in your robots.txt.
First results typically appear within 4-8 weeks. Stable gains take 3-6 months. The key is signal consistency: structured content + schemas + open robots.txt.
Yes. AIs favor factual, well-structured, specialized content. A small expert site in its niche can be cited more often than a large poorly-optimized generalist site.
AEO is the practice of structuring your content so AI answer engines can extract and cite direct answers, rather than just ranking your pages in search results.
GEO focuses on increasing how often your brand is cited and recommended inside AI-generated answers, by working on entities, EEAT, schemas and content distribution.
SEO optimizes your ranking in Google. AEO optimizes the probability your content is used as a direct answer. GEO maximizes your overall presence in AI-generated responses.
Yes. A growing share of searches ends without a click, because Google or an AI answers directly. SEO remains the foundation, but AEO and GEO capture visibility where users no longer click.
No. AI answers still heavily rely on organic search results. Strong SEO remains a prerequisite for AI visibility, but it's no longer enough on its own.
The llms.txt file is an emerging standard that describes your website to AI models: business activity, main pages, contact information. It helps AIs understand your site.
Create a text file named llms.txt at your website root. Describe your business, list your main pages and contact info. The RadarLLM audit generates this file for you.
If you want to be visible in ChatGPT, yes. Blocking GPTBot reduces your chances of being cited. The RadarLLM audit generates a corrected robots.txt allowing the major AI bots.
FAQPage, Article, Organization, Person and Review are most useful. They structure your answers, products and authority signals for search engines and AIs.
Use natural questions as H2/H3 headings, short answers (30-50 words) in the first paragraph, and implement FAQPage schema in JSON-LD. AIs cite concise, factual answers.
RadarLLM is an online tool that audits your website's visibility on ChatGPT, Perplexity, Gemini and Claude. It analyzes speed, SEO, AI visibility, AEO, GEO and EEAT, then generates a PDF report with fix files.
No. RadarLLM.ai is a French AI visibility audit tool, published by INNOVA-STORE SASU (Paris) and founded by Cyril Cretin in 2026. It has no connection with RadarLLM, the research project published at AAAI 2026 that applies language models to radar data, nor with Mistral AI or any other language model vendor.
Our engine detects your site's language and sector, measures its speed with Google PageSpeed, checks 15 SEO points, then asks 10 customer questions 3 times to ChatGPT, Perplexity, Gemini and Claude (120 tests, Pro and Expert plans). It identifies the businesses the AIs recommend instead of you and generates a PDF report and a ZIP of fix files.
A full audit takes about 5 to 10 minutes. You follow the progress step by step, in real time, on the results page.
Depending on your plan: custom llms.txt, corrected robots.txt (AI bots allowed), optimized meta tags, JSON-LD schemas (FAQ, Organization), AEO content, EEAT checklist and prioritized action plan.
No. RadarLLM complements your SEO tools by measuring what they can't see: your AI citations, the competitors recommended instead of you, answer excerpts and technical blocks for AI bots.
No. RadarLLM works with a one-time payment per audit. No subscription, no commitment: you pay only when you need an audit.
Create GA4 segments filtering AI referrers (chatgpt.com, perplexity.ai, gemini.google.com, claude.ai) and track these sessions in a dedicated dashboard.
A manual audit by a consultant typically costs several hundred dollars. RadarLLM offers automated audits from $24.50 (launch offer), PDF report and fix files included. The test on the 4 AIs starts with the Pro plan, at $49.50.
Yes, these are called AI hallucinations. To fix them, publish factual, well-sourced content on your web properties and strengthen your entity authority through schemas and press mentions.
EEAT stands for Expertise, Experience, Authority, Trust. These are the criteria Google and AIs use to evaluate a website's credibility. Strong EEAT increases your chances of being cited by AI.
Author page with detailed bio, complete legal notices, privacy policy, customer testimonials, Person and Organization schemas, press mentions, and up-to-date sourced content.