Do I need an API key?

No. Every skill is pure Python standard library and runs fully offline — no key, no telemetry, no data upload.

Does my data leave my machine?

No. Scripts run 100% locally. Your store data, listings and customer notes never leave your computer.

Is it licensed for commercial use?

Yes. MIT license — you can use and modify it in your own work, including client work.

Each skill ships a runnable Python script plus a one-command self-test you can run to see it working before you rely on it.

What if it does not work for me?

14-day run guarantee: if a skill does not run in your environment, you get a full refund.

What is GEO Visibility Audit part of?

GEO Visibility Audit is one of 11 skills in the 956231 Studio AI Skill Toolkit. Buy it on its own ($49) or get the toolkit.

Home / AI Skill Toolkit / GEO Visibility Audit

GEO Visibility Audit

Audit a product page or site for AI-search visibility (GEO) and generate entity-definition fixes plus an llms.txt manifest. Use when increasing traffic from AI search engines, ChatGPT/Copilot citations, answering-engine traffic, or shifting from SEO to GEO. It runs 100% on your local machine using Python's standard library — no API key, no telemetry, no data upload — and ships with a one-command self-test. MIT licensed for commercial use.

GEO 可见性审计

What does GEO Visibility Audit do?

Who is it for?

Best for auditing a page for AI search and GEO visibility: it checks llms.txt, structured data, entity coverage and citation readiness so AI answer engines can find and quote you.

What do I get, and where does it run?

Item	Value
Main script	`geo_audit.py`
License	MIT - commercial use and modification allowed
Runs where	100% on your local machine (Python 3, standard library only)
Price	$49 one-time (or get all 11 skills)
Status	Ships with a runnable self-test you can verify yourself

Buy this skill · $49 See all 11 skills

What else do buyers ask?

Do I need an API key?: No. Every skill is pure Python standard library and runs fully offline — no key, no telemetry, no data upload.
Does my data leave my machine?: No. Scripts run 100% locally. Your store data, listings and customer notes never leave your computer.
Is it licensed for commercial use?: Yes. MIT license — you can use and modify it in your own work, including client work.
How do I run it?: Each skill ships a runnable Python script plus a one-command self-test you can run to see it working before you rely on it.
What if it does not work for me?: 14-day run guarantee: if a skill does not run in your environment, you get a full refund.
What is GEO Visibility Audit part of?: GEO Visibility Audit is one of 11 skills in the 956231 Studio AI Skill Toolkit. Buy it on its own ($49) or get the toolkit.

See all 11 skills · Back to store