Open-source tool to check if ChatGPT recommends your business

marketing / Show HN

SCORE

An open-source tool that queries ChatGPT to determine whether it recommends your business in its responses. It helps marketers and business owners understand their visibility within AI-generated recommendations. The project is hosted on GitHub and is free to use and modify.

VISIT PRODUCT →

Sources (1)

Show HN

https://news.ycombinator.com/item?id=49159490

1 PTS

Score Breakdown

Traction

raw 1.00 · weight 35%

3.5pts

Novelty

0 days old · weight 20%

20.0pts

Source diversity

1 source · weight 10%

3.3pts

AI quality

raw 35.00 · weight 35%

12.3pts

Niche utility with clear concept but zero traction, minimal execution signals, and limited differentiation in a crowded AI-visibility monitoring space.

Final Score39/100