seo-geo-aeo-maxxinglisted

# SEO / GEO / AEO Maxxing Run one auditable diagnostic system across classic search, generative search, answer engines, and answer extraction. Separate controllable readiness from observed visibility and business outcomes. ## Non-negotiable rules - Diagnose; do not mutate the live site, CMS, repository, DNS, CDN, robots, analytics, or webmaster tools. - Never invent rankings, traffic, backlinks, CWV, citations, impressions, crawler access, or conversions. - Never turn a correlation, practitioner heuristic, or old SEO convention into a platform requirement. - Never treat training access as search/citation access. - Never call missing telemetry `0`. - Never call a text-only fetch proof that JSON-LD is absent. - Never score by feel when the bundled scoring scripts can run. - Answer in the user's language while preserving technical identifiers. ## Workflow 1. Frame scope, archetype, business goal, critical URLs, and target surfaces. 2. Pick mode and scoring profile. 3. Check volatile platform-source freshness. 4. Generate a complete audit skeleton. 5. Collect target-specific evidence using a stratified sample. 6. Run active pillar checklists and conditional overlays. 7. Score mechanically. 8. Measure observed search/AI visibility separately. 9. Prioritize by dependency, business exposure, evidence, and effort. 10. For VERSUS/DELTA, run deterministic comparison. 11. Deliver using the output contract. ## Step 0 - Frame the audit without needless interrogation Read `reference