Citatra – Opensource AI visibility tracker for Google AI Overview

Hacker News

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.

Visit product View on Hacker NewsFeb 27, 2026

Share card

Actual performance

1points

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →

Product HuntOn track for Day 1 leaderboard · Strong signals: mac, model, google · Missing: agents, macos, agent

78%78% predicted probability of success on Product Hunt, based on ML models trained on real launch data.

best fitHighest predicted score across all platforms for this description.

Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting

59%59% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

TrustMRRLess likely to generate early MRR · Strong signals: month, google, monthly · Missing: mobile apps, ios, personal

46%46% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

Hacker NewsMay not resonate with HN audience · Strong signals: open source, io · Missing: https docs, excited, just released

45%45% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

AppSumoMay struggle as an AppSumo deal · Strong signals: platform · Missing: plus, intuitive, reviews

33%33% predicted probability of success on AppSumo, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue

19%19% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto

4%4% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

AI Overview Hider for Google54%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Overview Hider for Google

Hacker News5

Citarra21%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Visibility Tracking for ChatGPT, Perplexity and Google AI

Indie Hackerscommitment-full-time

A Free AI Visibility Tracker34%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

A Free AI Visibility Tracker

Hacker News1

SerpGlow46%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Visibility Tracker for Brands

Indie Hackerscommitment-side-project

Genwolf44%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Visibility Tracking

Indie Hackerscommitment-side-project

Scope - AI Visibility Analysis44%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Track your brand’s AI visibility

Indie Hackers1b2b

Krastie AI55%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Krastie AI is an AI visibility platform

Indie Hackers1ai

Better AI Overview75%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Replace Google's AI Overview with Perplexity Pro

Product Hunt+6

AEO Whisperer19%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI visibility scoring for car dealerships

Indie Hackers

Sited46%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Visibility Checker

Indie Hackerscommitment-side-project

Browse all products Analyze your launch