After reading the cases,
Then make a judgment.
Begin with the author's self-description and public abstracts, breaking down applicable conditions, costs, and verification methods. This site provides its own analysis; the original author's complete methodology remains in the original post.
3 Questions3 Case StudiesFirst judge, then act.
START HERE / Enter via the Problem
What do you most want to clarify right now?
01 / AI × E-commerceAn AI product promotion video sold 1,596 orders; what accounts should ordinary merchants calculate first?Order numbers are eye-catching, but whether to follow up requires looking at conversions, refunds, gross profit, and production costs together. Use three author-reported cases to break down the decision sequence for AI video product promotion.Read judgments within the site ↗02 / AI × Business ServicesEnterprise AI projects try for a month first: Is a 50,000 RMB token budget worth it?The 50,000 yuan figure is the token prepayment arrangement mentioned in the case study, not the service provider's profit. For enterprise AI pilots, tasks, acceptance criteria, and human review processes should be agreed upon first before deciding whether to expand investment.Read judgments within the site ↗03 / AI × Product DevelopmentNon-programmer Uses Codex to Secure a 7,000 RMB Mini-Program Order: Is This Deal Actually Profitable?The 7,000 yuan figure is the development fee stated by the author. What truly needs to be calculated is the scope of requirements, testing and modification hours, launch responsibilities, and subsequent maintenance; the quoted price cannot be directly treated as profit.Read judgments within the site ↗
Orders, revenue, budgets, and man-hours in the case studies are self-reported by the original authors or arrangements from original posts, and have not been independently audited by this site. The judgment guide provides an analytical framework, does not reproduce paid post content, and does not guarantee identical results.