yotambraun/promptbeacon

PromptBeacon is a Python toolkit and CLI for monitoring how brands appear in responses from LLM-powered AI assistants like ChatGPT, Claude, and Gemini. It helps measure brand visibility, sentiment, and competitor benchmarking across multiple LLM providers, offering insights, trend tracking, and exportable reports for data-driven brand analysis.

34
/ 100
Emerging

Available on PyPI.

Maintenance 10 / 25
Adoption 6 / 25
Maturity 18 / 25
Community 0 / 25

How are scores calculated?

Stars

1

Forks

Language

Python

License

Apache-2.0

Last pushed

Feb 06, 2026

Monthly downloads

119

Commits (30d)

0

Dependencies

7

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/yotambraun/promptbeacon"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.