AI Readiness Assessment
AI systems are already answering questions about you or your business. This audit shows whether they can find, read, and cite you — AI discovery files, structured data, machine-first surfaces, and the social profiles your site links to — and what to fix first.
It runs from your AITWIRE dashboard; results there and by email.
What you get
- AI Readiness Score — how ready your site is for AI systems to find and cite you
- Findings by category — authority file, identity, discovery files and governance
- Structured Data Check — whether your homepage's JSON-LD names you and gives your URL or profile links
- Social Profile Links — which of five platforms your site links to, and whether your schema lists profiles (sameAs)
- AI Discovery Files — whether your site serves robots.txt, llms.txt, ai.txt and entity.json
- Clear Recommendations — what to fix first and why
How it works
Tell us about yourself
Your website's domain — the assessment reads that site, and which social profiles it links to.
AITWIRE assesses your presence
We check structured data, AI discovery files, and the social profiles your site links to.
We email your results
You get an AI Readiness Score, a breakdown of how ready your public surfaces are for AI retrieval, and a prioritised fix list.
Get started
All it needs is your website’s domain.
Run it inside your account
The AI Readiness Assessment runs from your AITWIRE dashboard. Join the waitlist for an account, run the assessment, and keep the results — re-run it as your site changes.
- ✓ Results in your dashboard and by email
- ✓ Your results become the baseline later assessments compare against
What you get
- AI Readiness Score — how ready your site is for AI systems to find and cite you
- Findings by category — authority file, identity, discovery files and governance
- Structured Data Check — whether your homepage's JSON-LD names you and gives your URL or profile links
- Social Profile Links — which of five platforms your site links to, and whether your schema lists profiles (sameAs)
- AI Discovery Files — whether your site serves robots.txt, llms.txt, ai.txt and entity.json
- Clear Recommendations — what to fix first and why
Measurement
Now test what AI actually says
This assessment reads your site’s readiness. AITWIRE’s measurement tests what AI actually says — tracked prompts, graded answers, findings with diagnosed causes, and verified change — with search and social signals supporting the diagnosis.
- AI answer measurement — tracked prompts across the AI systems AITWIRE measures, every answer graded against the facts you approve
- Approved facts & findings — what's wrong or missing, with the diagnosed cause and the recommended next step
- Competitor benchmarking — how your citation rate compares against competitors in AI answers
- Verified change — re-measured after each intervention, reported only when it clears the statistics
- Supporting source signals — search presence, Knowledge Panel, social mentions and reviews: the sources that shape answers
Keep monitoring after this assessment
A scoped engagement adds recurring assessments, drift alerts, and rule-based verification—so incorrect information is caught before it reaches customers.
You can re-run the assessment from your account. Scheduled re-assessments, more surfaces, and stronger drift detection come with a scoped engagement.
Common questions
What do I need to provide?
Your website's domain. The assessment reads the site itself: its structured data, its AI discovery files, and which social profiles it links to.
Do I need an account?
Yes. The assessment runs from your AITWIRE account, and new accounts are being opened gradually.
Which social profiles does it check?
The profiles your site links to on Facebook, X (Twitter), LinkedIn, Instagram and YouTube.