Show HN: Audit your site's structure for AI search crawlers (ChatGPT, Claude)
A UK-based service offers a free, ten-second diagnostic tool to assess website readiness for AI search engines like ChatGPT and Claude. The tool evaluates structural entity signals and JSON-LD schema markup to determine how well a business is cited by generative AI platforms. It argues that traditional SEO is insufficient for modern search, requiring specific structural optimizations for AI visibility.
- ▪The service provides a free, automated audit that generates an AI visibility report in ten seconds.
- ▪The diagnostic tool scans for compatibility with ChatGPT, Google AI Overviews, Claude, Microsoft Copilot, and Perplexity AI.
- ▪The platform emphasizes the importance of JSON-LD schema markup for helping AI crawlers interpret business data.
- ▪The provider claims that standard SEO techniques are no longer sufficient for visibility in generative search results.
- ▪The audit is targeted at UK businesses, including small local enterprises, to optimize their presence in AI-driven recommendations.
Hacker News (AI / LLM) files mainly under ai. We currently carry 5,805 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | UK AI SEO Consultant |
| Canonical URL | https://ukaiseoconsultant.co.uk/ai-driven-seo-audits/ |
| Publication time | Mon, 21 Sep 2026 11:15:35 +0000 |
| Retrieval time | 2026-09-21T11:28:47.753Z |
| Last seen | 2026-09-21T11:28:55.921Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | ht2Ev0J7Kv-y · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
{ "@context": "https://schema.org", "@type": "ProfessionalService", "name": "Your Business Name", "image": "https://yourdomain.com/logo.jpg", "@id": "https://yourdomain.com", "url": "https://yourdomain.com", "telephone": "07437641339", "address": { "@type": "PostalAddress", "streetAddress": "Your Street", "addressLocality": "Your City", "addressRegion": "Your County", "postalCode": "AB12 3CD", "addressCountry": "GB" }, "geo": { "@type": "GeoCoordinates", "latitude": 51.0000, "longitude": -0.0000 }, "openingHoursSpecification": { "@type": "OpeningHoursSpecification", "dayOfWeek": [ "Monday", "Tuesday", "Wednesday", "Thursday", "Friday" ], "opens": "09:00", "closes": "17:00" }, "priceRange": "$$" } { "@context": "https://schema.org", "@graph": [ { "@type": "SoftwareApplication", "name": "UK…
Excerpt limited to ~120 words for fair-use compliance. The full article is at UK AI SEO Consultant.
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