Check If AI Can Find and
Recommend Your Business

AI Search Readiness measures how well your website is set up to be cited by AI-powered search engines like ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot. Our Content Relevance Score decomposes real user queries into sub-intents, checks whether your pages answer each sub-intent substantively, and surfaces the gaps. We also keep 26 technical checks (crawlability, schema, rendering) as a Technical Health layer - but content relevance carries 65-80% of the weight, because our research showed that is where the signal actually lives.

The Content Relevance Score has five components. Query Coverage (25% paid / 30% free) measures what share of your audience queries any page on your site actually answers at a useful level. Content Depth (20% / 25%) measures how well the best page answers each query. Sub-Intent Coverage (20% / 25%) checks whether the site addresses the query fan-out - the hidden information needs inside each query. Citation Reality (20%, paid only) checks whether Perplexity is citing the site today. Technical Health (15% / 20%) aggregates the 26 legacy technical checks as a hygiene floor.

Yes, the full Content Relevance audit is free - no credit card, no trial period, no limit on rescans. You get the four-component score (QC, CD, SI, TH), per-query breakdowns, sub-intent gap analysis, and actionable recommendations. The €149 one-time Starter consultation adds Citation Reality (Perplexity monitoring), a human expert review within 24-48 hours, 20-40 prioritized rewrite tasks, a platform playbook, an implementation call, and one follow-up rescan. Starter is limited to 4 slots per month because it is high-touch consulting, not self-serve SaaS.

Most free scans complete in a few minutes. The scanner crawls up to 50 pages via your sitemap, generates 20 monitoring queries from your niche, and lets you edit them before running analysis. Content relevance analysis (embedding + LLM evaluation) takes another 2-5 minutes depending on site size. The Starter consultation takes 24-48 hours for the first human-reviewed report and 5-7 days for the full plan with implementation call.

Yes. The Content Relevance measurement works for any site with content. The scanner auto-detects your business vertical (e-commerce, SaaS, B2B services, personal brand, local business, content/media) and generates monitoring queries appropriate to that vertical. The 26 technical checks also adapt (Product schema for e-commerce, Article schema for content sites, LocalBusiness schema for local, etc.).

The Content Relevance Score measures signals that apply across ChatGPT, Perplexity, Google AI Overviews, Bing Copilot, and Claude - they all use similar retrieval mechanics (query embedding plus candidate reranking). The Citation Reality component specifically monitors Perplexity via their public API, because Perplexity is the one platform with a usable citation verification API today. Multi-platform monitoring is on the roadmap.

No. We ran the research ourselves. Our original 26-check technical score did not predict citations (r=0.009). The follow-up study identified content relevance as the strongest predictor (AUC 0.915), which is why we rebuilt the score around it. But we have not yet published a before/after case where a real site applied our recommendations and saw citation rate rise - that experiment is running on our own site now. What we can honestly claim is that the score measures the signal with the strongest empirical support so far. That is not the same as a guarantee.