team-license-purchase

name	team-license-purchase
description	Organizations inquire about bulk purchasing multiple licenses for their team members.
sample_size	508
validation	{"required_phrases":["let me know if"],"forbidden_patterns":[]}
metrics	{"sample_size":508,"avg_thread_length":4.98,"top_phrases":[{"phrase":"let me know if","count":177,"percent":34.8},{"phrase":"https epicreact dev coupon","count":161,"percent":31.7},{"phrase":"me know if you","count":148,"percent":29.1},{"phrase":"know if you have","count":133,"percent":26.2},{"phrase":"if you have any","count":132,"percent":26},{"phrase":"email email email email","count":72,"percent":14.2},{"phrase":"please let me know","count":68,"percent":13.4},{"phrase":"for your interest in","count":56,"percent":11},{"phrase":"thanks for your interest","count":53,"percent":10.4},{"phrase":"your interest in the","count":51,"percent":10}]}

Team License Purchase

Response Patterns (from samples)

Common openings:

• "Hello,"
• "Hi,"
• "Hey David,"

Common core lines:

• "[EMAIL]"
• "Thanks for your interest in the course!"
• "Thanks for reaching out!"

Common closings:

• "Let me know if you have any additional questions!"
• "Best,"
• "Please let me know if you have any further questions!"

Phrases That Work (4-gram frequency)

• "let me know if" — 177 (34.8%)
• "https epicreact dev coupon" — 161 (31.7%)
• "me know if you" — 148 (29.1%)
• "know if you have" — 133 (26.2%)
• "if you have any" — 132 (26%)
• "email email email email" — 72 (14.2%)
• "please let me know" — 68 (13.4%)
• "for your interest in" — 56 (11%)
• "thanks for your interest" — 53 (10.4%)
• "your interest in the" — 51 (10%)

Tone Guidance (observed)

• Openings trend toward: "Hello,"
• Closings often include: "Let me know if you have any additional questions!"

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