Gym At-Risk Member Alert System

AI-powered churn prevention system that identifies at-risk gym members and drafts alerts

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Description

A business automation system built with Claude Opus 5 that analyzes gym check-in data to identify members at risk of canceling. The system automatically drafts personalized check-in messages in the brand's voice and generates staff summaries and owner briefings to facilitate retention.

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Details

Why this is interesting: A practical example of using a frontier model for end-to-end business automation and churn prevention.
Built with: Opus 5 Opus 4.8 Opus 4.7 Opus 4.6 Scribe v2
Links: replacewithclaude.beehiiv.com
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Tags: #automation #crm #gym #churn-prevention

Discovered: X
Listed: Added 51d ago
Build: Moderate
Models: Strong

Prompt

flag anyone at risk of canceling, draft a short check-in message in our front-desk person's voice for each one, and summarize it for staff. ... turning that same work into a ten-second briefing for Marcus, the owner

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