Topic

Tools for tracking competitors and mentions · Open source

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Watching this group for 24 days, checked once a day · how we check

Elmo

LiveWatched 24d

Self-hosted, open-source tracker for how ChatGPT, Claude, Perplexity and Google AI Overviews mention your brand versus competitors — a free alternative to Profound, Peec or Otterly.

FreeOpen sourceCan export my data
What to know▼
How it works
Tracks how AI answer engines like ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews mention, cite, and describe a brand, so teams can benchmark against competitors.
What's different
Open-source and self-hosted, so you run it on your own infrastructure, own your data, and can audit exactly how every metric is calculated — positioned as a free alternative to Profound, Peec, and Otterly.
Pricing
Free.
Best for
Developers and marketers who want to track AI visibility (AEO/GEO/LLMO) without handing data to a hosted vendor.
Details →

ChatterSift

LiveWatched 24d

Monitors Reddit, Hacker News, LinkedIn and other communities for mentions of your brand, product or competitors from one dashboard. Built for founders, marketers and support teams doing social listening.

Open sourceSelf-hosted
What to know▼
How it works
An open-source social listening tool that lets you set custom keyword filters and surfaces relevant posts and comments in real time from Reddit, Hacker News, LinkedIn and other communities in a single dashboard, covering brand, product and competitor mentions.
What's different
Built on an open-source model rather than a closed enterprise platform.
Best for
Founders, marketers and support teams who want to monitor brand mentions, catch product feedback, or find buying-intent discussions across multiple communities from one place.
Details →

AI Market Watch, Open AI Startup Dataset

Watched 18d

An open dataset and daily-updated stats tracker covering 4,600+ AI startups, built for investors and founders.

FreeOpen source
What to know▼
How it works
Curates and daily-updates funding statistics, VC scores, and peer matching for 4,600+ AI startups.
Pricing
Free, open dataset under CC BY 4.0 on GitHub.
Best for
Investors screening deals and founders mapping competitors.
Details →