GWGEO WorkbenchGenerative Engine Optimization

OPEN SOURCE BY TASK

Open source AI search audit tools

A self-hosted AI search audit can make page evidence and technical checks transparent, but it still needs human review.

open source

AEO Platform

A local CLI for inspecting AEO-oriented content and technical signals without runtime service dependencies.

Best for
Local, repeatable checks in a developer workflow.
Software cost
Free open-source software
Runtime / provider cost
None for the local CLI.
Setup effort
Medium
Maintenance effort
Low
Skill level
Intermediate
License
MIT
Status
Verified
Data location
Your local machine.
Limitation
CLI output still needs human interpretation and remediation.
Last checked
2026-07-23

Last checked: 2026-07-23.

Repository →

open source

AEOrank

A CLI-oriented technical audit project for reviewing answer-engine optimization signals.

Best for
Developers adding repeatable audits to a local workflow.
Software cost
Free open-source software
Runtime / provider cost
None for local use.
Setup effort
Medium
Maintenance effort
Low
Skill level
Intermediate
License
MIT
Status
Verified
Data location
Your local machine.
Limitation
It does not establish whether a model will cite a page.
Last checked
2026-07-23

Last checked: 2026-07-23.

Repository →

open source

Aperture

An experimental self-hosted project for evaluating AI-search content opportunities.

Best for
Technical exploration rather than production-critical audits.
Software cost
Free open-source software
Runtime / provider cost
Hosting and any connected provider costs.
Setup effort
High
Maintenance effort
High
Skill level
Advanced
License
MIT
Status
Experimental
Data location
Your self-hosted deployment.
Limitation
Experimental until no-auth and unencrypted local-key limitations are addressed.
Last checked
2026-07-23

Last checked: 2026-07-23.

Repository →

Before deploying: review the repository, license, provider dependencies, secrets handling, and the practical cost of operating the stack.

Open source AI search audit tools differ in what they extract, what they cost to operate, and what still needs review.