2026-05-22·14 min read·Schuyler Whetstone
Why Most "AI Agencies" Charging $10K Setups Are Just GPT Wrappers
An honest teardown of the AI agency pricing market in 2026. The 5 questions that separate operators from wrapper-resellers.
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Key Takeaways
- — 73% of "AI agencies" launched in 2024-2025 resell white-labeled GPT wrappers
- — A custom AI SDR build is $2K-$8K of actual labor, not $10K-$25K
- — Real automation lives in the workflow logic, not the LLM call
- — 5 due-diligence questions reveal wrappers in under 10 minutes
- — The ownership test: who keeps the system if the agency disappears?
FAQ
- What is a GPT wrapper? A: A thin UI layer around the OpenAI API with no proprietary logic, data, or workflow integration.
- Q: How much should AI agency setup actually cost? A: $2K-$8K for a custom SDR or voice agent build; $500-$2K for tool implementation only.
- How much should AI agency setup actually cost? A: $2K-$8K for a custom SDR or voice agent build; $500-$2K for tool implementation only.
- Q: How do I tell if an agency is a wrapper? A: Ask for the workflow diagram, the integration list, and who owns the system on exit.
- How do I tell if an agency is a wrapper? A: Ask for the workflow diagram, the integration list, and who owns the system on exit.
- Q: Are GPT wrappers ever worth it? A: For sub-$500 internal tools, yes. For $10K+ retainers, almost never.
- Are GPT wrappers ever worth it? A: For sub-$500 internal tools, yes. For $10K+ retainers, almost never.
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