SEO Strater — LLM Readiness Checklist & AEO Audit Tools

What is the LLM Readiness Checklist?

The LLM Readiness Checklist scores any page or HTML draft against the checks large-language-model crawlers actually use when deciding which sources to cite. Paste HTML, fetch a URL, or run the SEO Strater Chrome extension on the page you're viewing.

The 20 LLM Readiness checks

1. Semantic Entity Coverage — related entities and subtopics on the page.
2. E-E-A-T signals — author, dates, citations, original media.
3. Q&A Structure — question headings, direct first-sentence answers, FAQ schema.
4. Schema markup — JSON-LD types present (Organization, Article, Product, FAQ, BreadcrumbList).
5. Brand mention frequency — how often the brand appears on-page.
6. Freshness — recent publish or update dates.
7. Conversational tone — short sentences, low hedging.
8. Technical accessibility — single H1, indexable, sufficient content.
9. Internal & external linking — link diversity and authority.
10. Marketing-fluff density — generic copy penalty.
11. Entity Knowledge Graph — Organization schema with sameAs, founders, products.
12. Topical Authority — guides, comparisons, FAQs, use cases, definitions.
13. Retrieval Chunk Quality — self-contained sections, short paragraphs, clear headings.
14. Citation Worthiness — quotable stats, dates, customer counts, countries served, funding.
15. Competitive Intent Match — versus, best-of, alternatives, how-it-works coverage.
16. External Authority Signals — Crunchbase, G2, Capterra, Forbes, LinkedIn references.
17. Content Uniqueness — unique, quantified, brand-specific statements.
18. Programmatic Crawlability — sitemap, canonical, clean HTML, SSR/pre-render, fast rendering.
19. Brand-Query Dominance — coverage of "What is", pricing, reviews, alternatives, features.
20. Robots & Sitemap Validation — robots.txt allows indexing and references sitemap.xml.

Tools included in SEO Strater

• LLM Readiness Checklist — the 20-check AEO audit above.
• Blog Page Analyzer — extract, score, and rewrite long-form content.
• Product Page Analyzer — audit PDPs for schema, copy, and conversion clarity.
• Snippet Clarity — rewrite paragraphs for featured-snippet and LLM extraction.
• Chrome extension — run all four tools on whatever tab you're on.

How it works

Sign in, paste HTML or a URL, optionally add brand name, domain, and related entities, then run the audit. Each check returns a score (0–100), evidence from the page, and concrete fixes. Save reports to compare versions over time or benchmark against competitors.