Family: GEO Autopilot · Tier: Lite · Free
GEO Autopilot Lite — Read-only AI Search Readiness Audit
A free, read-only Codex skill for reviewing whether a brand is understandable, evidence-backed, and ready for generative-search workflows.
Workflow preview
GEO Autopilot workflow system map: QUERIES → SOURCES → CITATIONS → CONTENT → MEASURE
Exact contents
- plugin-metadata
- install-prompt
- license-draft
- notice
- readme
- readme-zh-cn
10 more exact entries listed below
Outcome
A free, read-only Codex skill for reviewing whether a brand is understandable, evidence-backed, and ready for generative-search workflows.
Problem
AI-search readiness is easy to discuss vaguely, but difficult to inspect without separating eligibility, evidence, and unknowns.
What changes after use
Use the stated files and workflow as a versioned basis for review. Results still depend on the context, the implementation, and human judgment.
Scope
GEO Autopilot Lite is the free entry edition of the GEO Autopilot family. Type `GEO` in a controlled Codex session to review the current site, pages, and project context.
Scope
Lite reviews platform eligibility, citation readiness, entity and source clarity, and measurement gaps. It produces a bounded read-only audit with priority findings and does not change repository files.
Limits
It does not promise citations, rankings, answer placement, traffic, or revenue. Platform behavior varies by data access, query, locale, and time; human review remains required.
Exact contents
- plugin-metadata
- install-prompt
- license-draft
- notice
- readme
- readme-zh-cn
- readme-zh-hk
- installer
- product-metadata
- skill
- agent-config
- command-reference
- lite-work-package
- output-contract
- platform-guidance
- acceptance-cases
What is not included
This work pack improves process consistency. It does not guarantee traffic, rankings, revenue, or search-engine outcomes.
Compatibility
- Compatibility
- Codex
- Intended buyer
- Founders and operators who want a bounded first review of generative-search readiness.
Version
- Version
- 0.1.0
- Last tested
- 2026-08-19
- Included files
- 16
Evidence and test method
- Evidence status
- Source package contents were inspected. Installation in every possible host environment is not yet verified.
- Workflow
- A person remains responsible for reviewing the work in the relevant environment.
Changelog
A separate changelog is not published in the current draft.
License, support, and updates
- Version
- 0.1.0
- Last tested
- 2026-08-19
- Compatibility
- Codex
- Included files
- 16
- License
- Public wording is pending Owner approval.
- Support
- Public wording is pending Owner approval.
- Updates
- Public wording is pending Owner approval.
Frequently asked questions
Approved FAQ content is not published in the current draft.
Related tiers and family
License, refund and delivery boundary
Legal policy is linked below. Free downloads are shown only for verified public-free artifacts; paid files remain in protected delivery.