Your brand. What does AI say?

Connect your OpenRouter key, ask 1–3 models a question, and compare their API answers.

Multiple models Compare answers to the same questionOriginal answers Saved in fullCitations Shown when returned by the modelApache-2.0 Open-source code

HUMAN SERVICES

Choose the human service you need

01 / HUMAN TESTING

See AI answers in your customers’ setting.

Choose the region, AI website or app, device, account conditions and questions. A real person follows the agreed setup and delivers full answers, screenshots, timestamps and test conditions.

One submission means one person asks one question on one AI platform once.

02 / CONTENT & PUBLISHING

Explain your product. We handle publication.

Human writers prepare the articles for your review. We publish on agreed DR 40+ websites and deliver a link and publication record for each article.

1 article · CNY 35030 articles · CNY 8,88890 articles + 5 human-made YouTube videos · CNY 28,888

Your quote will specify whether website placement fees are included before payment. Human retests are purchased separately.

PRODUCT ROADMAP

Available now. What’s planned next.

  1. Available · Online tool and open source

    Ask online or host it yourself

    Use your OpenRouter key to compare model API answers online, or deploy the open-source tool in your own environment.

  2. Available · Diagnosis and human services

    Choose diagnosis, testing or content

    A standard diagnosis is CNY 99 per report. Eligible NiubiStar customers can verify a historical order for one free diagnosis. Human testing, writing and publishing are available separately.

  3. Planned · Content and retest tracking

    View updates alongside follow-up results

    We plan to link content updates, test records and follow-up runs so you can compare results in one place. This feature is not yet available.

BUILT IN THE OPEN

Your models.
Your environment.

Self-host for free, connect your models, analyze brands and competitors, and save answers and reports.

Apache-2.0 · Free to self-host. You cover model usage and server costs.

PUBLIC REPOSITORY
GITHUB STARS
Albert-Weasker / niubigeo
TypeScriptApache-2.0BYOK

LEARN & COMPARE

Explore GEO further

Custom manual testing

Tell us what you need so we can agree on scope and arrangements.

Enquiries do not spend credits. We confirm the scope, fees and schedule before helping you purchase. You can also contact [email protected].

BRING YOUR OWN KEY

Connect your OpenRouter account

Model usage is billed to your OpenRouter account. Verifying the connection does not generate an AI response.

Your key connects you to OpenRouter. Related support records are deleted within 24 hours and are not shared with other sites or third parties. See the Privacy Notice.

Create a key on OpenRouter ↗