GTM Agent Team — Strategic Infrastructure Plan

Section 1

What You Have Today

Your infrastructure is strong on the product side — PRDs, building, tracking, session logging. The entire "idea → build → showcase" pipeline exists. Here's the full map.

Product Team

Notion Databases

Coverage Score

These are the 22 Cowork skills currently deployed — grouped by function.

🏗️

Product & Build

ai-use-case-creator skill-creator mcp-builder diagram-generator visual-explainer project-cover-page

Full pipeline from idea logging → PRD → build → showcase. This is your strongest area.

📄

Document & Content Creation

docx pptx xlsx pdf slide-deck-generator canvas-design

Complete document production. Can output any format for clients or internal use.

🎬

Content Clinic Operations

shooting-plan proposal-generator customer-audit product-info-writer meeting-notes

Client-facing ops: audit → proposal → shooting plan → content production. Solid CC pipeline.

⚙️

System & Meta

session-closer task-manager research-assistant schedule

Session continuity, task management, research. The operational backbone.

🌐

Web & SEO

ceo-brand-website

One skill — builds static HTML sites with SEO. Good foundation but needs expansion for international GTM.

📣

Marketing & GTM

EMPTY

This is the gap. No skills for: market research, funnel building, ad copy, lead gen, international positioning, competitor analysis at scale, or conversion optimization.

Key Notion databases that form your current infrastructure backbone.

🟡 AI Use Case DB

14 properties including Status, Stage, Impact, Feasibility, Business, Type, Skills Needed, Tools Needed, Dependencies, Workflow, Avatar, Prompt.

4 Businesses: Content Clinic, DVC, Administrative, FJ
8 Types: Content, SEO/Web, App/UI, Automation, Data/Analytics, Research, Translation, Ops

Well-structured Self-referencing dependencies

📋 Session Log

Tracks every Cowork session with narrative, learnings, and handoff context. Connected to Prompt Library via session-closer skill. Provides continuity across sessions.

Active Auto-populated

🧠 Prompt Library

Centralizes system prompts, skill instructions, and templates across businesses. Linked to Session Log for capturing reusable prompts during work.

Active

📊 Omniboard Databases (3)

Channel Snapshots: Growth tracking over time
TikTok Comments: Audience sentiment data
Content Suggestions: AI-generated content ideas

TikTok Only No IG/YT/FB yet

Coverage assessment across the full business lifecycle.

Product / Build95%

Client Ops (Content Clinic)85%

Document Production90%

Data & Analytics (Omniboard)45%

SEO & Web Presence30%

Marketing & GTM5%

International Funnel0%

Lead Gen & Conversion0%

Section 2

Limitations & Gaps Found

From analyzing your Notion infrastructure, these are the specific bottlenecks preventing a GTM machine from running.

🔴 Critical Gaps

No Market Research Pipeline

AI Use Case DB tracks what to build but has no system for who to sell to, where they are, or what they'll pay. The "Avatar" field exists but is manually filled — no automated market validation.

No Funnel Infrastructure

The "Brand & Product Marketing Strategic Planner" is in Planned status — never built. No landing page generator, no email sequence builder, no lead capture system. Funnel Clinic concept exists on paper but has zero automation.

No International Positioning Layer

Content is Thai-only. No LinkedIn optimization, no English content pipeline, no ASEAN market research. The international speaking gigs are one-off, not systematized.

Omniboard is TikTok-Only

Channel intelligence covers TikTok but not YouTube, Instagram, Facebook, or LinkedIn. For international GTM, LinkedIn and YouTube are critical channels that have zero data collection.

🟡 Structural Limitations

AI Use Case DB Missing GTM Properties

No "Target Market" (TH/VN/Global), no "Revenue Model", no "Distribution Channel", no "Pricing Tier". The DB tracks build complexity but not market viability.

No Cross-Business Marketing DB

Content Clinic, DVC, and FJ each need marketing but there's no unified campaign tracker, lead pipeline, or conversion funnel database. Marketing effort is siloed.

Skills Don't Chain Together

Current skills are standalone — customer-audit doesn't feed into proposal-generator automatically. A GTM team needs skills that pass output to the next skill in the pipeline.

🟢 Strengths to Build On

Omniboard = Data Engine

Already scrapes social data and stores in Notion. Extending this to track leads, campaigns, and conversions is a natural evolution.

n8n + Notion + Claude Stack

The tech stack is proven. n8n handles webhooks and automation, Notion is the database, Claude does the intelligence. GTM skills plug right in.

Cross-Border DNA

DVC/QFashion already operates TH↔VN. The product-info-writer skill generates Thai + Vietnamese content. This is the seed of international capability.

Section 3

Target Architecture:
Two Teams, One Pipeline

The vision: Product Team builds. GTM Team sells. Both share the same Notion backbone and Cowork/n8n infrastructure. Omniboard sits in between as the intelligence layer.

Exists & Working

Partial / In Progress

Missing / Gap

New — To Build

🏗️ Product Team (Existing)

AI Use Case Creator

Skill Creator

MCP Builder

Diagram Generator

Visual Explainer

Cover Page

Session Closer

Research Assistant

⬇ Products Feed Into ⬇

📊 Intelligence Layer (Omniboard + Notion)

TikTok Scraper

Channel Snapshots

Content Suggestions

Sentiment Analysis

YouTube Intelligence

LinkedIn Intelligence

Market Validator

Competitor Radar

⬇ Intelligence Feeds Into ⬇

📣 GTM Team (To Build)

Market Researcher

Funnel Architect

International Positioner

Ad Copy Engine

Lead Nurture Builder

Launch Playbook

Brand Marketing Planner

Customer Audit

⬇ GTM Generates ⬇

💰 Revenue Channels

Content Clinic (TH)

DVC / QFashion (TH↔VN)

Funnel Clinic (TH)

International Gigs (Global)

LinkedIn Leads (ASEAN)

Section 4

The 8 New Skills
to Build the GTM Team

Each skill is designed to work standalone OR chain into the next. Together they form a complete go-to-market pipeline.

1

Research

Market + Competitor

→

2

Position

International Angle

→

3

Funnel

Build the Pipeline

→

4

Content

Ads + Copy + Email

→

5

Launch

Playbook + Execute

Skill #1 Priority: Critical

Market Researcher

What it does: Takes a product/service concept and researches target markets, validates demand, identifies buyer personas, and sizes the opportunity — across TH, VN, and international markets.

Output: Notion page with market size, buyer segments, competitor map, pricing benchmarks, and a recommended go/no-go verdict.

Feeds into: International Positioner, Funnel Architect

Web Search Notion Claude

Skill #2 Priority: Critical

Competitor Radar

What it does: Monitors and profiles competitors in any market. Scrapes their web presence, social channels, pricing, and positioning. Generates comparison matrices.

Output: Competitive analysis doc with strengths/weaknesses, pricing comparison, content strategy teardown, and differentiation opportunities.

Builds on: customer-audit skill (extend from CC clients to any market)

Web Search Omniboard Data Notion

Skill #3 Priority: High

International Positioner

What it does: Takes a product/service and creates positioning for different markets (TH, VN, EN-global). Generates market-specific value props, messaging frameworks, and cultural adaptation notes.

Output: Positioning document per market with: taglines (3 per language), USP matrix, tone guide, cultural do's/don'ts, and recommended channels per market.

Extends: product-info-writer (currently DVC Thai+Viet only → any product, any market)

Claude Notion Multi-language

Skill #4 Priority: Critical

Funnel Architect

What it does: Designs complete marketing funnels from awareness → conversion → retention. Generates landing page wireframes, email sequences, ad funnels, and CTA maps.

Output: Funnel blueprint (HTML visual) + Notion execution plan with: landing page copy, 5-email welcome sequence, retargeting ad copy, and conversion tracking plan.

This is the core of Funnel Clinic's IP.

HTML/CSS Notion Claude

Skill #5 Priority: High

Ad Copy Engine

What it does: Generates platform-specific ad copy (Facebook, Instagram, TikTok, Google, LinkedIn) in multiple languages. Includes hooks, CTAs, A/B variations, and character-count optimization.

Output: Ad copy pack per platform: 5 hook variations × 3 body variations × 2 CTA styles = 30 ad combinations per campaign, ready to paste into ad managers.

Extends: product-info-writer → from product listings to paid ad copy

Multi-language Claude XLSX export

Skill #6 Priority: High

Lead Nurture Builder

What it does: Creates automated email/Line sequences for lead nurturing. Maps customer journey stages to content touchpoints. Generates templates for onboarding, upselling, and re-engagement.

Output: Complete nurture sequence (7-21 emails/messages) with subject lines, body copy, send timing, and segmentation rules. Exportable to any email tool.

Claude DOCX export Multi-language

Skill #7 Priority: Medium

Launch Playbook

What it does: Takes a product/service and generates a complete launch plan: pre-launch (hype), launch day (blast), post-launch (sustain). Includes content calendar, PR angles, partnership targets, and KPI milestones.

Output: 30-day launch playbook in Notion with daily tasks, content pieces needed, ad budget allocation, and success metrics.

Notion Claude Calendar

Skill #8 Priority: Medium

LinkedIn Authority Builder

What it does: Generates LinkedIn content strategy for Fasai's international positioning: thought leadership posts, article series, engagement hooks, and profile optimization.

Output: Monthly LinkedIn content plan (12 posts + 2 articles) with hooks in English, industry-specific hashtags, engagement prompts, and comment reply templates.

This powers the international gigs pipeline.

Claude English Notion

Section 5

Notion Infrastructure
Changes Required

To support the GTM team, your Notion backbone needs these additions.

🔧

Modify: AI Use Case DB

Add 4 new properties:

Target Market — Multi-select: TH, VN, EN-Global, ASEAN
Revenue Model — Select: Retainer, Commission, Product Sale, Consulting, SaaS
Distribution Channel — Multi-select: Organic Social, Paid Ads, SEO, Email, LinkedIn, Line, Direct Sales
GTM Status — Status: No GTM / Researching / Positioning / Funnel Built / Launching / Live

🆕

New: Campaign Tracker DB

Unified marketing campaign database across all businesses.

Properties: Campaign Name, Business, Market, Channel, Status, Budget, Start/End Date, KPIs (Reach, Leads, Conversion), Related AI Use Case

Relation: Links to AI Use Case DB for product→campaign traceability.

🆕

New: Lead Pipeline DB

Track leads across all businesses in one place.

Properties: Lead Name, Source (organic/paid/referral), Business, Market, Stage (Awareness → Interest → Decision → Won/Lost), Value, Follow-up Date, Notes

Relation: Links to Campaign Tracker for attribution.

Section 6

Implementation Roadmap

4 phases over 6-8 weeks. Each phase builds on the last. You can start getting value from Phase 1 immediately.

Phase 1: Foundation (Week 1-2)

Build the Notion infrastructure and the first two critical skills. This gives you immediate market research capability.

Modify AI Use Case DB Create Campaign Tracker DB Create Lead Pipeline DB Build: Market Researcher skill Build: Competitor Radar skill

Outcome: You can research any market and validate any product idea with one command. Every research output goes to Notion automatically.

Phase 2: Positioning & Funnel (Week 3-4)

Build the international positioning layer and the core funnel design skill. This is where Funnel Clinic starts taking shape as an automated service.

Build: International Positioner skill Build: Funnel Architect skill Extend Omniboard: Add LinkedIn data collection

Outcome: For any product, you can position it for TH/VN/Global markets and design a complete funnel — in one session.

Phase 3: Content & Conversion (Week 5-6)

Build the content creation and lead nurturing skills. Now the pipeline goes from research → position → funnel → actual marketing content ready to deploy.

Build: Ad Copy Engine skill Build: Lead Nurture Builder skill Integrate: Ad Copy → Campaign Tracker auto-logging

Outcome: Complete content production for paid ads + email/Line sequences. Every campaign auto-logs to Notion for tracking.

Phase 4: Launch & Scale (Week 7-8)

Build the launch automation and LinkedIn presence builder. This completes the GTM team and opens the international pipeline.

Build: Launch Playbook skill Build: LinkedIn Authority Builder skill Create: GTM Pipeline Dashboard in Notion Create: Scheduled task for weekly market reports

Outcome: Full GTM agent team operational. Any product goes from idea → market research → positioning → funnel → content → launch in a single pipeline.

Section 7

The End State:
Your AI Company Operating System

When all 30 skills are running, here's what your infrastructure looks like — a full product + GTM machine.

🏗️ Product Team (Today)

8 skills covering idea → PRD → build → showcase

"I have an idea" → AI Use Case page created with full PRD, dependencies mapped, skills identified, session logged.

STATUS: OPERATIONAL

📣 GTM Team (To Build)

8 new skills covering research → position → funnel → content → launch

"Sell this product internationally" → Market validated, positioned for TH/VN/EN, funnel designed, ads written, launch plan ready.

STATUS: PLANNED

The Combined Pipeline

One command per stage. Full automation. All data flows to Notion.

💡 IDEA

→

📋 PRD

→

🏗️ BUILD

→

🔍 RESEARCH

→

🎯 POSITION

→

🔀 FUNNEL

→

✍️ CONTENT

→

🚀 LAUNCH

→

💰 REVENUE

Product Team (Exists)

GTM Team (To Build)

Outcome

ทุก product ที่สร้างเสร็จจะมี GTM pipeline รอพร้อม — ไม่ต้องคิดใหม่ทุกครั้ง แค่สั่ง "go to market" แล้วระบบจะวิเคราะห์ตลาด, วาง positioning, สร้าง funnel, เขียน ad copy, และวาง launch plan ให้ครบในครั้งเดียว

Ready to Start?

Recommended First Move

The highest-impact starting point based on what exists today.

1️⃣

Update AI Use Case DB

Add the 4 GTM properties (Target Market, Revenue Model, Distribution Channel, GTM Status). Takes 10 minutes. Immediately makes every existing project GTM-aware.

2️⃣

Build Market Researcher

The first GTM skill. Uses web search + Claude to validate markets. Output goes to Notion. This gives you instant market intelligence for any product idea.

3️⃣

Build Funnel Architect

The core revenue skill. Designs funnels that actually convert. This is what turns Funnel Clinic from concept to automated service. The ROI is immediate.

GTM AGENT TEAMINTERNATIONAL FUNNEL& MARKET BUILDER