AI subscription quality sentinel

Track response quality of your paid AI services and alert you when they degrade

Problem

Users find ChatGPT Pro quota runs out early, generations cut off midway, and dots suddenly degrades to gpt-4 level, making them want to downgrade before renewal. Quality drops are felt subjectively with no comparable record, and arguing with support leaves no evidence.

Solution

A lightweight monitor: periodically probe subscribed AI services with standardized micro-tasks (latency, truncation rate, failure rate, output length and self-scored quality), build a timeline report, alert by email/push on anomalies or quota issues, and export a support-ready evidence summary.

Users

Heavy individual users and small teams who subscribe to multiple AI services and are quality-sensitive

MVP

Custom probe tasks and cadence; side-by-side quality timelines across services; alerts on interruptions, failures and quota anomalies; one-click export of complaint evidence; weekly/monthly summaries

Revenue

Free for monitoring one service; subscription for multiple services, longer history and alerts; team tier

Why now

AI subscriptions are expensive and quality fluctuates often, so users need data for downgrade decisions and complaints; probes can reuse official APIs, keeping cost and technical bar low