Subscription Renewal Issue

Response Patterns (from samples)

Common openings:

• “Hello,”
• “Hey,”
• “Hey Lenka,”

Common core lines:

• “Hello,”
• “Best,”
• “Hey,”

Common closings:

• “Best,”
• “We’ve initiated a refund. It can take 5-10 days for the banks to reconcile and return the money to your account.”
• “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)

• “is a one time” — 8 (27.6%)
• “it can take 5” — 7 (24.1%)
• “can take 5 10” — 7 (24.1%)
• “take 5 10 days” — 7 (24.1%)
• “5 10 days for” — 7 (24.1%)
• “10 days for the” — 7 (24.1%)
• “days for the banks” — 7 (24.1%)
• “for the banks to” — 7 (24.1%)
• “the banks to reconcile” — 6 (20.7%)
• “banks to reconcile and” — 6 (20.7%)

Tone Guidance (observed)

• Openings trend toward: “Hello,”
• 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.