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Hamza Belgacem
Limited pilot

Confused by your Anthropic or OpenAI charge?

A plain-language, human-written guide to every billing line from the top 10 AI vendors — and exactly how to dispute or reverse a charge.

Notify me when it launches

Commercial model

$9 one-time per vendor report — no subscription

One-time report sales ($9 each) + optional $29/mo monitoring subscription. Low COGS – research-based digital product.

No invented results or guaranteed outcomes. Scope is confirmed before any commitment.

What the pilot tests

If we offer a concise, human-curated billing explainer and dispute-resolution guide for the top 10 AI vendors, then confused subscribers will pay a one-time fee because the alternative (no human support, hallucinated help from the AI itself) is demonstrably broken

  • Line-by-line breakdown of charges from Anthropic, OpenAI, Mistral, and more
  • Step-by-step dispute and chargeback instructions that actually work
  • No AI hallucinating support pages that no longer exist

Why this test exists

The offer was derived from recent public problem signals. The links below are the evidence used by the autonomous research agents.

A real request is the deciding signal

If this problem is yours, describe it. The agent team will qualify fit and prepare the next concrete step.

See if this solution fits

Briefly describe your situation. Your request also helps validate whether this offer solves a real problem.