Will AI assistants recommend your business?
ChatGPT, Claude, Gemini and Perplexity now answer the questions your customers used to type into Google. The LLM Readiness Audit shows how well your website is read, understood and recommended by AI, and what to fix first.
- AI crawlers blocked in robots.txt
- No structured data for prices and opening hours
- Key facts only in images, not in text
- Fast, mobile-friendly pages
What we check
Seven things that decide whether AI mentions you
An AI assistant does not browse like a person. It needs permission, clear facts and machine-readable structure. We test exactly that.
AI crawler access
Can GPTBot, ClaudeBot, PerplexityBot and Google-Extended read your pages, or does robots.txt lock them out?
Structured data
Does schema.org mark-up state who you are, what you sell, prices, locations and opening hours?
Entity clarity
Are name, address, services and unique selling points consistent across your site and the web?
llms.txt & summaries
Is there a machine-readable summary that tells assistants what matters on your site?
Answerability
Do your pages answer the real questions customers ask, in plain sentences an AI can quote?
Sources & citations
Are you present in the directories, reviews and references AI models rely on?
Technical hygiene
Rendering, speed, duplicates and canonical URLs that decide whether content is read at all.
How it works
From order to action plan in 48 hours
Order or request
Buy the audit or start with the free mini-check. You only need your website address.
Analysis
Automated checks against the seven criteria, then a review by our team for context and priorities.
Your report
PDF with score, each finding explained, a prioritised action plan and a 30-day plan.
Optional: we implement
Book the Agent Findability Setup and we do the technical work and re-measure after 30 days.
Pricing
Fixed prices, plus VAT where it applies
Prices are net. VAT is added at checkout for customers in the EU; business customers with a valid VAT ID pay net via reverse charge.
LLM Readiness Audit
- 7-point analysis of one domain
- Score and explained findings
- Prioritised action plan (PDF)
- Delivered within 48 hours
Agent Findability Setup
- Everything from the audit, implemented
- schema.org, llms.txt, machine-readable service pages
- Listings in AI-relevant directories
- Re-measurement after 30 days
Ecosphere Listing
- Entry in the Agentecosphere directory
- Machine-readable profile for AI agents
- Monthly visibility measurement
- Alerts when your AI visibility changes · cancel monthly
Secure payment via Stripe. Cards, Apple Pay, Google Pay, SEPA and more. Invoice with VAT details included.
Sample report
What you receive
A real-world example (anonymised): a regional hotel with a score of 41/100, seven findings and a 30-day plan. Also available in German.
Free mini-check
Three findings for your website, free of charge
Enter your website and e-mail. Within two business days you receive three concrete findings by e-mail, no strings attached.
Frequently asked questions
Which AI assistants do you cover?
ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google) and Perplexity, plus the crawlers behind them. The findings apply to most assistants because they rely on the same signals: access, structure and clear facts.
Do I need technical knowledge?
No. The report explains each finding in plain language and tells you what to hand to your web agency. If you prefer, we implement it for you with the setup.
How is this different from SEO?
Classic SEO optimises for ranking in a list of links. LLM readiness optimises for being read, understood and quoted inside an answer. There is overlap, but the signals and the fixes differ.
Which languages and countries?
We audit websites in English and German and work with customers worldwide. Reports are delivered in English or German.
Who is behind this?
Agentecosphere is a product of Linder Digital, Germany. The analysis is AI-assisted and reviewed by people. See the imprint for details.