Tiktokenizer — Track AI token usage and billing

Tiktokenizer is a token monitoring and usage-based billing API for AI software developers and founders

Tiktokenizer is a specialized utility that allows business owners and developers to monitor and manage user token consumption for AI applications. This tool is built specifically for SaaS founders and technical teams who need to track exactly how much each customer is costing them in LLM usage. By providing a centralized way to log token data, Tiktokenizer enables companies to implement accurate usage-based billing and prevent profit margin erosion. The platform offers a streamlined REST API that allows you to track, read, and refresh user activities in real-time. This eliminates the need for manual logging or complex custom database builds to handle token accounting. Business owners can use Tiktokenizer to gain high-level insights into which accounts are heavy users and which are under-utilizing their subscriptions. Tiktokenizer helps companies transition from flat-rate pricing to more sustainable, proportional billing models. By integrating this solution through surfai.app, businesses can ensure their AI-driven products remain profitable as they scale. The dashboard simplifies user data management, making it easier to audit activity and resolve billing disputes with factual usage data. Key features include automated usage tracking, a developer-friendly API, and historical activity logs for every user. The tool is available as a freemium service, offering a generous starting tier for early-stage startups before moving to usage-based pricing for larger enterprises in 2026.

• Pricing: freemium

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