Sales & marketing
Sales Call Transcript Analysis Metrics: Code a Short Conversation
Sales call transcript analysis metrics need explicit counting rules. A question count and a speaking-time percentage can describe a conversation, but they do not establish persuasion, honesty or a guaranteed sales outcome. Use the timed fictional call below to practice manual coding without recording or analyzing anyone’s real conversation.
Read the complete supplied transcript
The following six turns cover 90 seconds with no overlap or silence. Durations are supplied facts for the exercise, not estimates from the number of written words. Seller and buyer are the only speakers.
Fictional 90-second call
00:00–00:12 Seller: “What happens when two event teams request the same room? I would like to understand the conflict before describing our service.”
00:12–00:32 Buyer: “We compare two separate spreadsheets. Last week we found a conflict only after both teams had invited their guests. We need a clearer way to see requests.”
00:32–00:42 Seller: “Do both teams currently have access to a shared calendar? Our review session can examine your existing request process.”
00:42–00:58 Buyer: “Yes, both can see the calendar, but only one person edits it. We have not agreed who should resolve a conflicting request.”
00:58–01:12 Seller: “What would you need to decide whether a review session is useful? I can send a one-page session outline without asking you to book.”
01:12–01:30 Buyer: “Please send that outline on Tuesday. I will read it with the calendar owner before deciding whether to arrange a session.”
Calculate speaking-time share from the intervals
Seller time=12+10+14=36 seconds. Buyer time=20+16+18=54 seconds. Seller share of the supplied speaking time=36÷90=40%; buyer share=60%. Check that 36+54=90 before reporting the percentages.
Gong’s documentation includes talk ratio and question metrics among its interaction measures. This exercise defines its own manual denominator as total speaking time. It does not assume that every tool treats silence, overlaps or speaker labels identically, and it does not set an ideal ratio.
Apply a question-coding rule consistently
Rule: count explicit seller interrogatives only. An open question invites an explanation beyond yes/no; a closed question can be answered yes/no. Under this rule, the first “What happens…” and later “What would you need…” are 2 open questions. “Do both teams currently have access…” is 1 closed question. The offer to send an outline is a statement, not a fourth question.
If another reviewer counts the buyer’s implied request as a question, explain that it falls outside this seller-interrogative rule. Agree the coding definition before comparing counts. A question mark alone may not resolve a more ambiguous transcript.
Extract the next step and preserve its limit
Confirmed next step: seller to send the one-page outline on Tuesday; buyer to review it with the calendar owner. A review session has not been booked. The calendar conflict is a stated problem, but the conversation does not prove that the offered review will solve it.
Practice conclusion: “Seller spoke 40% of the supplied speaking time and asked 2 open questions and 1 closed question. The buyer requested an outline; a purchase decision remains open.” Neither the speaking share nor the question count reveals emotion, deception or future revenue.
Questions, answered
Can word count replace the supplied timestamps?
No. Speaking speeds differ. Use the stated time intervals for this exercise and identify any missing or overlapping intervals in another dataset.
Does a talk ratio alone show call quality?
No. Inspect whether the conversation clarified the need, addressed uncertainty and established an accurate next step. No universal winning threshold is supplied here.
Sources and examples
ResumizeAI team. Examples are fictional teaching material, not customer results. Replace sample details with your own facts.
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