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Why failed requests should be free

DFDatafuel founder & CEO1 min read
Key takeaway. Billing per attempt rewards providers for failing; billing per success aligns the provider with the customer and makes hard targets a bounded cost.

Credit multipliers hide the cost of blocks inside your bill. The case for billing only on success, and what it does to a provider's incentives.

Article body pending. This post exists as an index entry with its takeaway; the full text is written by the editorial team. Nothing here is generated to look finished.
Unlocker APIPass the CAPTCHA without a human in the loopAny page past any protection, as Markdown or structured JSON, in one request.
Start freeSee the Unlocker API pagefrom $0.042 per 1k requests · failed requests free
DF
Datafuel founder & CEOFounder & CEO

About the author

Founded Datafuel in 2026 after seven years running proxy infrastructure hands-on. Writes about why owning the network beats reselling it, consent-based sourcing, and pricing that does not hide failures inside multipliers. [Bio placeholder — replace with the real profile and photo.]

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