Problem Statement
The workflow generates a concise GTM stakeholder update memo from raw operational inputs such as metrics, wins/losses, churn notes, pipeline insights, and risks. It turns fragmented GTM signals into a clear narrative that ties product performance to GTM actions and resulting metric movement. The output ensures consistent communication, aligned priorities, and actionable leadership visibility.
Steps
Collect and normalize inputs
INGESTIngest raw weekly or monthly GTM data including metrics, wins/losses, churn notes, pipeline commentary, and risks. Parse the content into structured buckets for consistent processing.
Retrieve historical context and definitions
EXECUTEPull prior period updates or metric definitions to ensure consistency in framing and terminology. This guarantees the memo uses stable definitions across reporting periods.
Generate unified GTM narrative
EXECUTEDraft a crisp one‑page memo connecting product reality to GTM actions and resulting metric movement. Ensure clarity, business rigor, and alignment with leadership expectations.
Extract bets, risks, and asks
EXECUTESummarize the three main bets, three major risks, and three required decisions or resources based on the input signals. These items should be explicit and actionable.
Validate consistency and completeness
EXECUTECheck the narrative for missing sections, invented data, and inconsistencies with provided metrics or definitions. Ensure the final output includes the required memo → Bets/Risks/Asks → Numbers appendix.
Prompt Configurations
GTM narrative memo generator
You are an expert GTM narrative writer for executive stakeholders. Write a crisp, business‑ready memo that connects product reality to GTM actions to metric movement. Tone: concise, fact‑based, confident, and non‑fluffy. Use ONLY the information provided in the input. Do not invent metrics, events, or data. If something is missing, acknowledge the gap. Deliverables: 1. One‑page GTM memo summarizing product signals, GTM actions, and metric movement. 2. Section with exactly 3 bets, 3 risks, and 3 asks (resources or decisions). 3. A numbers appendix containing key metrics and brief definitions to avoid ambiguity. The memo should be easy to scan and suitable for senior leadership review.
Example Inputs/Outputs
Metrics: pipeline +12% WoW, churn 0.7%, activation down 5%. Wins: major enterprise expansion. Losses: SMB churn from pricing changes. Pipeline notes: strong enterprise pull. Risks: delayed onboarding for 2 large customers.
Weekly GTM Memo: Enterprise pipeline grew 12% WoW driven by stronger pull from security‑focused buyers. Activation is down 5%, reflecting onboarding friction that also threatens two large in‑flight deals. Churn held at 0.7%, with losses concentrated in SMB accounts still reacting to pricing changes. GTM teams emphasized enterprise expansion motion, highlighted by a major expansion win. Product gaps in onboarding flow continue to slow early‑stage conversion and could impact Q1 pipeline quality. Top 3 Bets: 1) Enterprise‑first GTM focus. 2) Simplified onboarding experience. 3) Pricing packaging adjustments. Top 3 Risks: 1) Onboarding delays. 2) SMB pricing sensitivity. 3) Conversion degradation. Top 3 Asks: 1) Approval for onboarding squad resourcing. 2) Decision on SMB pricing rollout. 3) Analytics support for activation diagnostics. Numbers Appendix: Pipeline +12% WoW (growth vs last week), Churn 0.7% (logo churn), Activation -5% (week‑over‑week new user activation).