Analytics and monitoring
Promptmonitor - AI Visibility / GEO Tracker alternatives
2 open-source projects that already do this job. Free to use - not free to run, which is what the numbers on the right are for.
The projects
langfuse/langfuse★32,723 GitHub starslicence unclearOpen source AI engineering platform for LLM observability, prompt management, evals, and metrics.Open on GitHub ↗openobserve/openobserve★20,594 GitHub starsAGPL-3.0 licenceOpen observability platform for logs, metrics, traces, pipelines, and LLM observability.Open on GitHub ↗
What you give up either way
- Scale and reliability of daily refresh at volume (hosted scraping and model-query concurrency and retry policies)
- Polished UX, built-in email/live chat support, and marketing/agency workflows
- Pre-built integrations with many LLM providers and ongoing maintenance of fragile scrapers
- Priority data freshness, SLA and enterprise features (custom contracts)
- Automated contact-extraction accuracy and tuned heuristics maintained by the vendor
An open-source project doing the core job proves a replacement is possible. It does not prove it matches Promptmonitor - AI Visibility / GEO Tracker, and it does not prove anyone has run it for a month. How we decide.