Help users track and optimize AI subscription spend automatically

Help users track and optimize AI subscription spend automatically targets a $12.0B = 15M small businesses & prosumers globally × $800 ACV for subscription discovery and optimization total addressable market with medium saturation and a year-over-year growth rate of 35%+ = growth in AI tool adoption and subscription spending (industry synthesis of AI tooling & fintech spend growth).

Key trends driving demand: Rapid AI-tool adoption — more individuals and small teams are subscribing to multiple AI services, creating fragmentation and billing surprises which a niche tool can address.; Shift to usage-based pricing — AI vendors increasingly use token/credit metering, making traditional subscription trackers less accurate and creating demand for specialized cost-forecasting.; Open banking and card aggregation improvements — easier, secure connectors reduce friction for automated expense detection and make consumer-permissioned spend analysis practical.; Privacy-aware benchmarking — users want recommendations but worry about data; privacy-preserving aggregated benchmarks enable value without exposing raw transaction histories..