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PRD → GTM Launch Pipeline

An agentic workflow that takes a product requirements document and produces a complete go-to-market launch package: positioning, messaging hierarchy, sales enablement, and launch collateral, end to end.

See the demo
100-120 min vs. 2-3 days manually

From PRD input to a shippable launch package, including positioning doc, messaging framework, battlecard, and enablement deck.

Context

The problem this solves

Before

Manual GTM launches are slow and fragmented

Product ships a PRD. PMM spends 2-3 days turning it into positioning, then another day on messaging, then another on enablement collateral. Sales gets the package late. The launch window shrinks. Every handoff introduces drift between what the product actually does and what the sales team says it does.

After

One session, one pipeline, full package

Feed the PRD into the agent. It produces the positioning document, messaging hierarchy, competitive angles, sales battlecard, and enablement deck in a single orchestrated run. The output is internally consistent because it was generated from the same source in one pass, not assembled from six different people's interpretations.

Demo

See it in action

A walkthrough of the full pipeline, from PRD input to finished launch package.

Demo video coming soon
Process

How it works

Five stages, one orchestrated run.

01
📄

PRD Ingestion

Feed in the product requirements doc. The agent parses features, user problems, and technical specs.

02
🎯

Positioning

Generates the positioning document: category, target buyer, differentiators, and value props.

03
💬

Messaging Hierarchy

Builds the full messaging framework: headline, pillars, proof points, and persona-specific variants.

04
🛡️

Battlecard + Enablement

Competitive battlecard, objection handling, and a sales enablement deck, all derived from the same source.

05
📦

Package Delivery

Outputs everything as formatted, ready-to-use documents. No copy-paste assembly required.

Output

What the output looks like

Sample screenshots from actual pipeline runs.

Results

What it changed

Measured outcomes from production use. Treat as directional.

90% Time reduction

100-120 minutes vs. 2-3 days of manual PMM work

1 pass Internal consistency

All collateral generated from the same source, eliminating messaging drift

5 Deliverables per run

Positioning, messaging, battlecard, enablement, and launch brief

Interested?

Ask me to walk you through it

I can run a live demo on a real PRD. If you're curious how this maps to your launch process, let's talk.