AI Token Cost Tracking for Agencies
Guides, insights, and hard-won lessons on running a profitable AI agency.
A practical walkthrough for agencies managing multiple clients: centralize API keys, tag usage per client, set up automated cost tracking across OpenAI, Anthropic, and Google, generate billing reports, and prevent bill shock with per-client budget alerts.
Agency OperationsMost AI agencies have no idea what they're spending per client on tokens. Here's why that's quietly killing your margins — and what to do about it.
Agency OperationsMost AI agencies absorb AI API costs as overhead — or guess at flat fees. Here's how to bill clients for AI usage with precision, transparency, and real margins.
Cost ManagementOpenAI bills per-org, not per-client. Here's how to calculate OpenAI API costs accurately and track them per-client without a spreadsheet.
Cost ManagementAnthropic bills per-org, not per-client. Here's how to track Claude API costs per client, understand Haiku/Sonnet/Opus pricing, and automate billing attribution.
Provider ComparisonOpenAI vs Claude vs Gemini — real token costs, per-request math, and the multi-provider attribution problem that kills agency margins.
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No fluff. Practical guides on AI billing, token tracking, and agency margins.