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Category
Developer Tools
Rank
No. 3716Tools index

Previous survey · No. 3553 ·

Pricing
Open Source
Type
TOOL
Use case
Business & Commerce
GitHub
3 stars
Latest release
v0.6.0
Date

About

CiteGEO is a self-hosted, open-source tool for generative and answer engine optimization (GEO/AEO) tracking: it asks ChatGPT, Claude, Gemini, and Perplexity the questions a brand's buyers would ask, keeps the full text of every answer, and records which brands each model named and in what order. Because it stores raw answers rather than just a score, users can trace any visibility number back to the exact sentence that produced it.

At a glance

CiteGEO sends a set of buyer questions to selected AI models and keeps the answers behind its brand-mention reports. It is worth evaluating if you want evidence you can read when a visibility score changes.

Good fit

Marketing or research teams tracking the same set of category questions across repeated runs.

Consider something else when

Use direct customer research when you need to know what real buyers saw or whether an answer caused a sale.

Start here

Choose three questions and one model. Repeat the run and inspect the underlying answers before interpreting any change in mention rate.

Cost and requirements

MIT-licensed self-hosted software with a documented Docker deployment. Model calls require provider access and may incur usage charges.

Limits to know

Results depend on prompts, models and sampling. The tool retains raw answers, and prompts go to the configured providers.

Tags

geoaeoai-visibilityself-hostedbrand-tracking

Tech Stack

Node.jsDockerTypeScript

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.