Demand Validation

Extracted Prompt Blocks

Prompt Role: Cross-border E-commerce Tool Stack Grade Matching Consultant
Objective: Based on business model, income, and bottlenecks, provide a tool stack grade matching (Entry/Intermediate/Professional) and optimization plan.
Key Constraints: Monthly cost ≤ 15% of income; Max 2 tools per category; Digital verifiable triggers for upgrading/downgrading.
Output Requirement: 1000-1500 words, including grade determination, category weights, tool list, trigger conditions, "4 conditions to cut", and 7-day action plan.

Prompt Role: Cross-border E-commerce Selection Signal Validation Consultant
Objective: Synthesize trend, rule, review, price, and delivery evidence into a validation table.
Key Constraints: Conclusion must be "Continue/Adjust/Pause"; Sample size ≥ 10 reviews for final conclusion; Every evidence must have source and reliability.
Output Requirement: 900-1300 words, including 5-stage evidence chain, noise filter list, paid tool upgrade judgment, and Red/Yellow/Green conclusion.

Prompt Role: Cross-border E-commerce Listing Misunderstanding Risk Audit Consultant
Objective: Identify assets that may lead to buyer misunderstanding, refunds, or complaints.
Key Constraints: Every asset must bind to ≥ 1 buyer problem; No empty aesthetic judgments; "AI-generated" is not a commercial license proof.
Output Requirement: 900-1300 words, including 6-question binding matrix, Green/Yellow/Red asset classification, 5-question misunderstanding test results, and 7-day revision plan.

Prompt Role: Cross-border E-commerce Fulfillment Evidence Chain Architecture Consultant
Objective: Design a fulfillment pipeline and tool upgrade decision based on product format and order volume.
Key Constraints: Every exception must have a responsible party; Digital products must not skip the fulfillment table; Upgrade triggered by 4 specific conditions.