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Citatra is an open-source platform for AEO/GEO. Designed for marketers and SEO professionals, it helps you monitor competitors, analyze backlinks, and gain actionable intelligence to optimize your visibility on AI search.

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Citatra – Opensource AI visibility tracker for Google AI Overview

Name: Citatra – Opensource AI visibility tracker for Google AI Overview
Availability: InStock
Author: Citatra

by Citatra·Feb 27, 2026·1 point·0 comments

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AI Analysis

●●SolidNiche GemDark Horse

Self-hostable alternative to closed AI visibility SaaS, but limited by 1-workspace open-source cap.

Strengths

•Addresses real pain: Google AI Overviews disrupting SEO, existing tools (Semrush, Ahrefs) slow to adapt
•Monitoring actual Google AI Overview mentions is novel versus traditional SERP tracking
•Self-hostable with full feature parity (backlink analysis, schema audits, competitor tracking) eliminates vendor lock-in

Weaknesses

•Open-source severely limited to 1 workspace; real utility requires paying for hosted version—defeating the no-paywall promise
•Early-stage: GitHub shows 0 stars, no community adoption or user validation yet

Post Description

The AI visibility space is repeating the worst patterns of traditional SEO tooling with high monthly pricing, closed platforms, opaque usage models, and long term lock in. So I built an open source AI visibility tool that shows when Google AI Overviews mention (planning to add more LLMs) your brand, monitors competitors, finds content gaps and audits your sites machine-readability. No paywall, no lock-in, and you get all the features of expensive AI visibility tools. Worth checking out before you spend on anything.