Payment Method Problem

Response Patterns (from samples)

Common openings:

• “Hi,”
• “Hello,”
• “Hey,”

Common core lines:

• “Thanks for reaching out!”
• “Hi,”
• “Thanks for your interest in the course!”

Common closings:

• “Best,”
• “Now go and make the world a better place :)”
• “It may take 5-10 business days for the refunded amount to show up in your account, depending on how quickly it’s processed by your financial institution.”

Phrases That Work (4-gram frequency)

• “let me know if” — 45 (14.2%)
• “me know if you” — 42 (13.2%)
• “thanks for reaching out” — 41 (12.9%)
• “know if you have” — 36 (11.4%)
• “if you have any” — 35 (11%)
• “payment via credit card” — 30 (9.5%)
• “i apologize for the” — 29 (9.1%)
• “only accept payment via” — 27 (8.5%)
• “accept payment via credit” — 27 (8.5%)
• “to purchase the course” — 25 (7.9%)

Tone Guidance (observed)

• Openings trend toward: “Hi,”
• Closings often include: “Best,”

What NOT To Do

• Don’t introduce policy details that are not present in the verified response lines above.
• Don’t paraphrase or reframe the customer’s question in a way that changes meaning.
• Don’t add refund/discount promises unless they appear in the extracted responses for this topic.

Validation

Draft must:

• Include at least one of the required phrases from the validation block
• Stay consistent with the observed response patterns above
• NOT introduce policy details that are not present in the verified response lines above.