What you get
A 7–15 page PDF scoring your site across six dimensions and five AI platforms.
The same framework every run, so improvements are measurable between audits. UK and US spelling conventions (optimisation / optimization) preserved — your content stays in your voice.
AI Citability & Visibility
25%How easy it is for an AI engine to lift your content as a quotable answer. Clear Q&A headings, scannable lead paragraphs, explicit citations.
Brand Authority Signals
20%The trust signals AI platforms weight heavily: Wikipedia/Wikidata presence, Reddit mentions, review volume on Trustpilot, YouTube authority.
Content Quality & E-E-A-T
20%Experience, Expertise, Authoritativeness, Trustworthiness — measured against Google’s Search Quality Rater Guidelines.
Technical Foundations
15%SSR behaviour, security headers, URL structure, Core Web Vitals (LCP/INP/CLS), sitemap and robots.txt sanity.
Structured Data
10%JSON-LD coverage: Organisation, Article with speakable, Product/AggregateOffer, FAQ, CollectionPage, sameAs references.
Platform Optimisation
10%llms.txt, IndexNow, per-platform readiness signals, AI crawler access (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended).
Platform readiness
Per-platform readiness score so you can see exactly where the gap is.
Google AI Overviews
Citation probability + AIO-friendly structure.
ChatGPT Web Search
Browsing-mode visibility + ChatGPT-User crawl access.
Perplexity AI
Source ranking on product + comparison queries.
Google Gemini
Gemini grounding signals + Workspace integration.
Bing Copilot
Bing indexing coverage + Copilot citation likelihood.
Prioritised action plan
Findings grouped by impact and effort so you know what to ship this week, this month, and this quarter.
- Quick wins — high impact, low effort. Ship within the week.
- Medium-term — content and technical work that compounds over weeks.
- Strategic — the Wikipedia, YouTube, Reddit presence that AI models weight most heavily.