Summarize post-call
Extracts key takeaways, risks, commitments, and next steps from a customer call transcript
One of 51 free, open-source prompts from Sonora — copy-paste-ready AI prompts for customer success and account management, organized by customer lifecycle stage. Copy this into any AI assistant, or run it on autopilot inside Sonora.
Steps:
- Pull the most recent Meeting Notes for [Customer]. Identify all attendees, the meeting date, and the meeting topic.
- Pull the Customer 360 for [Customer]: Health Score, ARR, renewal date, account tier, CSM, primary contact, and exec sponsor.
- Extract the 3–5 most important takeaways from the call transcript — decisions made, strategic shifts, new information revealed, or sentiment changes. Prioritize what would change how the CSM manages this account.
- Identify any risks or red flags surfaced during the call: competitor mentions, budget concerns, stakeholder frustration, timeline slippage, or unresolved blockers. Cross-reference against open issues and CX Cues to check if these are new or recurring.
- Extract every explicit commitment made by either side — deliverables promised, timelines agreed to, introductions offered, or escalations requested. Note who owns each.
- Synthesize next steps into concrete actions with owners and deadlines.
Formatting: Fit everything into a single-page post-call debrief. Dense and evidence-backed — every point should trace to a specific moment in the transcript.
Header — “[Customer Name] — Post-Call Summary” as H1, followed by two lines (regular text). Bold each label but not the value: Line 1: Call date: [date] | Duration: [duration if available] | Topic: [meeting topic or inferred subject] Line 2: ARR: $X | Health Score: [X] | Renewal: [date] ([N] days out) | Tier: [tier] | CSM: [name]
Attendees — Inline list: Internal: [names and roles] | Customer: [names and titles]
Key takeaways — Top 3–5 as a numbered list. Each in this format:
- [Takeaway headline] — One-sentence explanation with specific evidence from the transcript.
Risks & flags — Bullet list, only if risks were surfaced. Each in this format:
- [New/Recurring] · [Severity]: [Risk description — one sentence with transcript evidence]. Cross-ref: [related issue or CX Cue if applicable, with source link]
Commitments — Table format: | Commitment | Owner | Deadline | Status | Status should be “New” for commitments made on this call.
Next steps — Table format: | Action | Owner | By when | Expected outcome |
Edge cases:
- If Meeting Notes are unavailable or the transcript is empty, state that clearly and suggest the user check whether the call was recorded.
- If no risks were surfaced during the call, omit the Risks & flags section entirely rather than stating “no risks.”
- If no commitments were made, include the Commitments header with: “No explicit commitments captured during this call.”
- If the call covered multiple customers or topics, focus on the [Customer] context only and note that other topics were discussed but are excluded.
- Every takeaway, risk, and commitment must cite a specific moment or statement from the transcript. No generic summaries.
Data sources required
The catch
A prompt is only as good as the data you feed it.
Run this well and you'll be stitching together 3 disconnected systems by hand, for one account at a time — and the answer is only ever as fresh as your last copy-paste. Sonora already has the context, live:
- CRM / customer data — connected and continuously synced
- Meeting transcripts — connected and continuously synced
- Support tickets — connected and continuously synced
Inside Sonora this prompt runs grounded in your real customer data, on a schedule, across every account at once — and flags what needs you, before you have to ask.
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