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Scope — What It Generates vs What Escalates

One page per pass

The operator audits a single URL or pasted source. Multi-page site crawls are out of scope.

Organic AEO/GEO only

The operator does not touch traditional SEO, paid media, social media, UX or visual design.

What the operator generates (FIX)

The following artifacts are produced when a FIX decision is made:

  • JSON-LD schema — Organization, LocalBusiness, FAQPage, Product, HowTo, Speakable
  • /llms.txt — agent-native endpoint for AI agents to discover entity data
  • /llms-full.txt — extended version containing full site content in agent-readable format
  • Corrected robots.txt — crawl directives for AI crawlers (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Googlebot)
  • Rewritten page copy — structured for AI citation (fact-first, citable sentences)
  • <time> markup — content freshness signals
  • sameAs entity links — connecting the brand to authoritative external sources

What escalates (requires human action in the world)

The following actions cannot be produced as text artifacts and escalate:

  • Reddit participation — community building and authentic engagement
  • Digital PR and link acquisition
  • Wikidata and Wikipedia entry creation
  • NAP edits on external directories — Google Business Profile, Yelp, industry directories
  • Google Business Profile claiming
  • Core Web Vitals performance work — developer-level optimization
  • Sitemap submission to Bing and Google Search Console

Audit tool limitation (handled automatically)

HTML-to-markdown fetch tools strip <script type="application/ld+json">, making schema-rich pages appear schema-free. The operator checks /llms.txt and raw page source before scoring Structured Data, and never generates duplicate schema to paper over a stripped read. A low score from a markdown-converted fetch is treated as unverifiable until confirmed against raw source.