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120-Point Machine-Readability Checklist

The 120-point machine-readability checklist helps 10xSearch review pages for structure, schema, content clarity, internal linking, indexing, and AI search readiness.

10xSearch
What this page answers
  • machine readability checklist
  • AI search website checklist

The 120-Point Machine Readability Checklist is the extended diagnostic version of the 40-point Perfect Page Formula. The 40-point formula gates every page we ship. The 120-point checklist is the audit tool we run against an entire site (or a client's existing site during onboarding) to surface every structural issue blocking citation eligibility.

Why Machine Readability Matters

AI engines and search engines do not penalize bad sites; they skip them. A site that fails machine-readability checks does not get a chance to compete on content quality. It gets de-prioritized before content quality is evaluated at all.

The 120-point checklist surfaces every check the major engines run. Each point is binary, fast to audit, and tied to a specific structural fix.

  • AI Search Needs Structure
  • Google Needs Clear Signals
  • Visitors Need Better UX

What the Checklist Reviews

Technical foundations (60 points): rendering, vitals, schema, sitemap, robots, crawl admission, security headers, internationalization, error handling.

Content geometry (35 points): H1 structure, question-first patterns, internal-link cohesion, alt text, FAQPage and HowTo markup, dateModified hygiene, content uniqueness.

Entity-graph signals (25 points): Person, Organization, Service, Place schema, third-party citation NAP, Knowledge Graph entry, social profile linkage.

  • Page Structure
  • Schema Markup
  • Internal Linking

Technical Review Areas

Server-side rendering for body content. Time To First Byte under 800ms on origin. Lighthouse Performance score 90+ on the home and top three traffic pages. Sitemap.xml current within 24 hours of the latest publish. Robots.txt explicitly admits GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bytespider, Amazonbot.

JSON-LD schema validates without errors in the Schema.org validator. The @id graph resolves coherently across pages. BreadcrumbList present on every non-home page. Canonical tags consistent and self-referential where appropriate.

  • Crawlability
  • Speed and Performance
  • Metadata and Indexing

Content Review Areas

H1 contains the primary query in a natural phrasing. First 100 to 200 words answer the question in a unit extractable as a coherent block. Structured Q-and-A blocks marked with FAQPage where relevant. Internal links to at least three category-aligned pages.

Image alt text on every image. dateModified updated within the last 90 days on pages that should be treated as fresh. No duplicate or near-duplicate content across the site.

  • Search Intent Fit
  • Entity Clarity
  • Direct Answer Quality

How 10xSearch Uses the Checklist

We run the 120-point checklist against every onboarding client's existing site. The output is a prioritized fix list with effort estimates. The biggest gaps get addressed in the first 30 days alongside the velocity work starting up.

Once the foundation is repaired, the 40-point Perfect Page Formula keeps every monthly output at the same standard.

  • Before Publishing
  • During Site Audits
  • For Monthly Engineered Assets
Next step

Want this engineered for your business?

Book a 20-minute working session. Live AI visibility check across Google, Google Maps, ChatGPT, Perplexity, Gemini, and Google AI Overviews, with a written summary you can act on.