OPEN SOURCE / APACHE-2.0

Open-source GEO.
Inspect the code, answers and sources.

Explore domain understanding, answers from multiple models, competitor observations and evidence reports in one open-source project. Try it online or self-host using the repository instructions.

From choosing models to checking sources, in one project.

CONFIGURE

Set up your brand and models

Create a project for your domain and choose available models and test conditions. Connect your own OpenRouter key for the online experience, or manage model accounts in your own environment when self-hosting.

OBSERVE

See brand descriptions and competitors

See how models describe the brand and which keywords and competitors they mention. Your settings and analysis records are saved in the project.

VERIFY

Read the original answers and check sources

Review original answers, citations, test times and available cost information. Keep the same questions for ongoing monitoring to make changes and anomalies easier to check.

What does self-hosting require?

  1. Software license

    The project is licensed under Apache-2.0. Follow the license and project notices when using, modifying or distributing it. The software license and model providers’ terms apply separately.

  2. Models and infrastructure

    Provide compatible model service accounts, a runtime environment and persistent storage. The deployment owner pays for model calls, servers and third-party services.

  3. Maintenance and access control

    Self-hosting requires you to manage upgrades, backups, keys and access. The current open-source workbench is intended for trusted users. Public commercial use needs additional authentication, data isolation and spending controls.

Self-host or choose a hosted commercial GEO platform?

Teams with engineering resources that want to control their data or customize workflows can consider self-hosting. Teams that prioritize quick setup, collaboration and enterprise support can compare hosted platforms.

Add human testing and article services when you need them.

Self-hosting and service purchases are independent. Order human testing for real answers in specific situations, or choose an SEO/GEO article package for writing, publishing and brand reach.

Sources and update date

Maintained by niubigeo · Updated . Check each provider’s website for current features and plans.

  1. niubigeo: source code, releases and usage guide
  2. niubigeo: Apache-2.0 license

Custom manual testing

Tell us what you want to test. We will confirm the scope and schedule.

Submitting this form saves your inquiry without deducting credits. Online payment is not available. Our team will confirm the scope and schedule. You can also email [email protected].