Jobs to Be Done · AI-Native GTM

The GTMVelocity Framework

Three Jobs. One Revenue System.

Revenue architecture was designed for the subscription era. The GTMVelocity Framework is built for what comes next — a world where AI compresses the cost of intelligence, eliminates repetitive execution, and rewards teams that build their motion on a foundation of customer truth.

1
Customer
Identification
→
2
GTM Operating
Model
→
3
Operational
Model
01 · Intelligence
Customer
Identification
Know Before You Build
The Job to Be Done
Analyze every available customer touchpoint — usage data, sales calls, win/loss reviews, expansion signals, and support patterns — to build a precise picture of who buys, who uses, what pain is being resolved, and what business impact is created. This intelligence is the foundation everything else is built on.
Key Activities
Customer Touchpoint Analysis Win / Loss Review Buyer vs. User Mapping Pain → Impact Stories ICP Segmentation Competitive Positioning Churn Signal Analysis Expansion Pattern Review
Outcomes
Clear ICP with scoring criteria and segment boundaries
Buyer and user persona profiles that reflect reality, not assumptions
Impact stories that anchor all downstream messaging
Refined positioning and differentiated value proposition
02 · Architecture
GTM Operating
Model
Design Your Motion
The Job to Be Done
Establish the architecture of how you go to market — common language, customer lifecycle stages, sales methodology, and the engagement model that matches your product and stage. Without this architecture, teams move fast in different directions. With it, every function operates as one coordinated system.
Key Activities
Customer Lifecycle Design Sales Methodology Engagement Model (PLG / PLS / SLG) Critical Touchpoint Mapping Cross-Functional Accountability Segment Motion Design Handoff Playbooks KPI Framework
Outcomes
Common language across Marketing, Sales, and Customer Success
Defined critical touchpoints with clear ownership and handoffs
Engagement model matched to your product, market, and growth stage
Cross-functional accountability with shared KPIs across the full lifecycle
03 · Acceleration
Operational
Model
Scale Through Intelligent Automation
The Job to Be Done
Orchestrate AI-powered automation across every field team and customer-facing touchpoint to eliminate human friction and amplify rep performance. By systematically targeting your highest-value manual tasks with purpose-built agents, you create a compounding GTM advantage — more output, less overhead, consistent execution at every level.
Key Activities
Meeting Prep Agent Prospect Outreach & Sequencing Post-Call Summary & CRM Sync Battlecard Builder Objection Handler Deal Strategy Assist Proposal & ROI Calculator Pipeline Health Scoring Forecast Narrative Early Churn Risk Detection QBR Builder Leadership Update Generator Competitive Intel Weekly Planner & Coaching Digest
Outcomes
AI agent stack deployed by role and workflow stage
Highest-value manual tasks systematically eliminated
Team capacity multiplied without proportional headcount growth
Consistent, data-driven execution across every rep and customer touchpoint
Intelligence
Know your customer with precision before you build a single playbook or send a single email
Architecture
Design a motion your whole organization can run consistently — not just your best reps
Acceleration
Deploy AI to multiply output — process first, automation second, always in that order
🎯
Customer Truth First Every strategy, playbook, and automation is grounded in real customer data — not assumptions or best guesses.
⚙️
Systems Over Heroics Repeatable systems that any rep can run beat playbooks that only your best performers can execute.
🔁
Land, Expand, Renew Revenue in the AI era flows through the full customer lifecycle — not just the close. Every stage needs a designed motion.
📐
Process Before Automation AI multiplies what exists. Build the process right, then automate it. Never the other way around.
📊
Math Over Intuition Recurring revenue compounds exponentially. Small, precise improvements in conversion and retention create outsized results.
🚀
Velocity is Designed, Not Found Speed in GTM is a byproduct of clarity — clear ICP, clear motion, clear ownership, clear automation. Remove friction; everything accelerates.