AIStack Optimizer
A subscription dashboard that tracks your team's usage across ChatGPT, Claude, Grok, and Gemini, then recommends which plan to keep, downgrade, or share with a teammate — turning AI bill fatigue into a quarterly cost review.
Freelancers and small agency owners juggling three or more paid AI subscriptions
- API-key usage tracking across ChatGPT, Claude, Grok, and Gemini in one pane
- Downgrade alert when you're under 50% of plan quota for two straight months
- Team-seat sharing recommendations so one Pro seat covers a small team
- Monthly AI bill report with concrete optimization tips
The 102-star Grok account repo and 32 forks show real, active appetite for cheaper AI access — freelancers and small teams quietly spend $100+/month across overlapping AI tools and rarely audit
Clear pain confirmed: tokenkarma's free claudeKarma extension has 12,000+ users and they explicitly cite the 'consultant with 3 subscriptions' use case; subchoice shows ChatGPT Business at $30/seat plus Claude/Gemini Team plans easily pushing small teams past $100/mo.AI Usage Tracker: Monitor Every AI Limit in One Place · tokenkarma ↗AI Subscriptions Compared: Every Plan Ranked (2026) ↗
Market is crowded with near-identical products already doing exactly this: tokenkarma (paid, with team console waitlist), Claude Tuner, AI Limit Checker, LLMeter, AICosts.ai, Flexprice, Owlmetric, WrangleAI, and the ai-usage-monitor GitHub project — tokenkarma even offers 'plan simulation, cost savings, team dashboard'.Claude Tuner — Real-Time Usage Tracker for Claude, ChatGPT & Gemini ↗AI Limit Checker - Chrome Web Store ↗
tokenkarma validates paid WTP with a paid subscription 'built to pay for itself off your AI bill' plus 7-day trial, but most competitors (Claude Tuner, AI Limit Checker) are free, capping premium conversion potential in this segment.AI Usage Tracker: Monitor Every AI Limit in One Place · tokenkarma ↗Claude Tuner - Claude·ChatGPT·Gemini Tracker - Chrome Web Store ↗
Multi-model AI subscription sprawl is accelerating (31 plans across 7 providers tracked at aipricing.guru) and AI pricing keeps changing — a durable, recurring pain rather than a fad.AI Subscription Pricing Compared | AI Pricing Guru ↗2026 AI Subscription Prices: Gemini vs ChatGPT vs Claude ↗
Building requires per-provider auth + scraping/usage-readout (tokenkarma proves it's possible via a Mac menu-bar app) plus normalizing 4+ different limit systems; doable but real integration work per provider, with Windows still pending.AI Usage Tracker: Monitor Every AI Limit in One Place · tokenkarma ↗