GWGEO WorkbenchGenerative Engine Optimization

OPEN SOURCE

Open-source GEO tools

Self-hosted projects give you direct control of the collection workflow and data, but require operational ownership.

open source

Elmo

A self-hosted monitoring platform for tracking brand visibility across AI search experiences.

Best for
Teams that can run a Docker Compose stack.
Software cost
Free open-source software
Runtime / provider cost
Hosting and any connected provider costs.
Setup effort
High
Maintenance effort
Medium
Skill level
Advanced
License
MIT
Status
Verified
Data location
Your self-hosted deployment.
Limitation
Requires self-hosting and operating the connected services.
Last checked
2026-07-23

Last checked: 2026-07-23.

Repository →

open source

OneGlanse

A self-hosted product interface for collecting and reviewing AI search visibility checks.

Best for
Users willing to operate browser-based collection.
Software cost
Free open-source software
Runtime / provider cost
Hosting and any model or browser-service costs.
Setup effort
High
Maintenance effort
High
Skill level
Advanced
License
MIT
Status
Verified
Data location
Your self-hosted deployment.
Limitation
Browser authentication and automation require ongoing maintenance.
Last checked
2026-07-23

Last checked: 2026-07-23.

Repository →

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

GEO/AEO Tracker

A feature-rich self-hosted tracker for visibility and citations across answer engines.

Best for
Technical users who accept external-service operating costs.
Software cost
Free open-source software
Runtime / provider cost
Bright Data and model-provider costs.
Setup effort
High
Maintenance effort
Medium
Skill level
Advanced
License
MIT
Status
Verified
Data location
Your self-hosted deployment and connected providers.
Limitation
Requires paid Bright Data and model-provider accounts for full operation.
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 →

Browse by task

Measure AI visibility →Check AI crawler access →Audit content for AI search →Track AI citations →

Use this page to understand open source GEO tools.