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Deciding how to scale paid spend

The Scaling Quadrant Framework

by swan-gtm · MIT license · ★ 159 on GitHub · updated Sep 23

The Scaling Quadrant Framework cover

Use this skill when deciding how to scale paid spend — the budget-by-creative quadrant and which lever to pull based on current performance.

---
name: "ads-scaling-quadrant"
title: "The scaling quadrant"
description: "Use this skill when deciding how to scale paid spend — the budget-by-creative quadrant and which lever to pull based on current performance."
category: Ads
---

# The Scaling Quadrant Framework

## Why Scaling Is Complex

Scaling is not easy - "just do more of what's working" is oversimplified. The Scaling Quadrant helps answer: how do I scale when I have no budget? Or when I have budget but no time?

## The Scaling Quadrant Overview

- **X-axis** = Effort (Low to High) = Horizontal Scaling (scaling across campaigns)
- **Y-axis** = Budget (Low to High) = Vertical Scaling (scaling existing campaigns by raising budgets)

Overview

Scaling is not easy - "just do more of what's working" is oversimplified. The Scaling Quadrant helps answer: how do I scale when I have no budget? Or when I have budget but no time?

Manual install (npx, ZIP)
Claude Codenpx skills add swan-gtm/gtm-skills --skill ads-scaling-quadrant -g -a claude-code
Claude Code (manual)mkdir -p ~/.claude/skills && curl -sL https://codeload.github.com/swan-gtm/gtm-skills/tar.gz/e65d97205fd2 \ | tar -xz -C ~/.claude/skills --strip-components=3 gtm-skills-e65d97205fd2/skills/ivan-falco/ads-scaling-quadrant
Windows (PowerShell)New-Item -ItemType Directory -Force "$HOME\.claude\skills" | Out-Null; Invoke-WebRequest "https://m.agentalley.io/zip/0a986c7ec40280c737bd/ads-scaling-quadrant.zip" -OutFile "$env:TEMP\ads-scaling-quadrant.zip"; Expand-Archive "$env:TEMP\ads-scaling-quadrant.zip" -DestinationPath "$HOME\.claude\skills" -Force
Claude.ai / desktopDownload the ZIP and upload it under Settings → Capabilities → Skills.
Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

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The Scaling Quadrant Framework

Why Scaling Is Complex

Scaling is not easy - "just do more of what's working" is oversimplified. The Scaling Quadrant helps answer: how do I scale when I have no budget? Or when I have budget but no time?

The Scaling Quadrant Overview

  • X-axis = Effort (Low to High) = Horizontal Scaling (scaling across campaigns)
  • Y-axis = Budget (Low to High) = Vertical Scaling (scaling existing campaigns by raising budgets)

Four Quadrants

Quadrant Position What It Means
AU (Audiences) Top-Left (High Budget, Low Effort) Scale through audiences - increasing audience size/frequency, adding more audience segments
GEO (Geography) Top-Right (High Budget, High Effort) Scale through geography - reach new countries/regions
AD (Ads) Bottom-Left (Low Budget, Low Effort) Scale by improving ads - new creative/messaging, testing ad types
O&B (Objectives & Bids) Bottom-Right (Low Budget, High Effort) Scale by changing campaign objectives & bid strategies

When to Use Each Quadrant

Scenario 1: Have No Budget and Need to Scale

Focus on: AD and O&B (bottom quadrants)

Strategy: Improve your ads and test different campaign objectives or bidding strategies to reduce cost. If your ads convert better, that frees up budget. If you find a more cost-effective objective or bid strategy, that also frees up budget for additional volume.

Scenario 2: Have Excess Budget but No Time

Focus on: AU and GEO (top quadrants)

Strategy: Scale through audiences and targeted locations. This allows you to scale reach with the lowest campaign effort. You can leverage existing campaign assets (ads/offers) and expand reach in the shortest time.

Securing Budget from Stakeholders

Budget is the fuel that powers your paid media program. To get more, build a case that makes stakeholders as certain as possible.

Step 1: Pull the Numbers
  • Which channels are performing best? (e.g., "Google Ads drove the most opps at the lowest cost")
  • What's the overall blended trend? (e.g., "Opps increasing QoQ at X% lower cost")
  • What's the current return on investment? (e.g., "$X pipe-to-spend and X% ROI")
Step 2: Find the Story
  • What went well? (highlights)
  • What went bad? (lowlights)
  • Where are we today vs before? (the journey)
  • What were the biggest blockers? (obstacles)
  • Where do we go from here? (opportunities)
Step 3: Present Your Case

Data alone won't persuade. Stories without data are subject to suspicion. Combine both to address stakeholder concerns and build certainty. Your stakeholders want you to be right - they're analyzing upside and downside like investors. Make the case compelling enough that they feel certain about the return.


By Ivan Falco - Frontal

1---
2name: "ads-scaling-quadrant"
3title: "The scaling quadrant"
4description: "Use this skill when deciding how to scale paid spend — the budget-by-creative quadrant and which lever to pull based on current performance."
5category: Ads
6---
7 
8# The Scaling Quadrant Framework
9 
10## Why Scaling Is Complex
11 
12Scaling is not easy - "just do more of what's working" is oversimplified. The Scaling Quadrant helps answer: how do I scale when I have no budget? Or when I have budget but no time?
13 
14## The Scaling Quadrant Overview
15 
16- **X-axis** = Effort (Low to High) = Horizontal Scaling (scaling across campaigns)
17- **Y-axis** = Budget (Low to High) = Vertical Scaling (scaling existing campaigns by raising budgets)
18 
19## Four Quadrants
20 
21| Quadrant | Position | What It Means |
22|----------|----------|---------------|
23| AU (Audiences) | Top-Left (High Budget, Low Effort) | Scale through audiences - increasing audience size/frequency, adding more audience segments |
24| GEO (Geography) | Top-Right (High Budget, High Effort) | Scale through geography - reach new countries/regions |
25| AD (Ads) | Bottom-Left (Low Budget, Low Effort) | Scale by improving ads - new creative/messaging, testing ad types |
26| O&B (Objectives & Bids) | Bottom-Right (Low Budget, High Effort) | Scale by changing campaign objectives & bid strategies |
27 
28## When to Use Each Quadrant
29 
30### Scenario 1: Have No Budget and Need to Scale
31 
32**Focus on:** AD and O&B (bottom quadrants)
33 
34**Strategy:** Improve your ads and test different campaign objectives or bidding strategies to reduce cost. If your ads convert better, that frees up budget. If you find a more cost-effective objective or bid strategy, that also frees up budget for additional volume.
35 
36### Scenario 2: Have Excess Budget but No Time
37 
38**Focus on:** AU and GEO (top quadrants)
39 
40**Strategy:** Scale through audiences and targeted locations. This allows you to scale reach with the lowest campaign effort. You can leverage existing campaign assets (ads/offers) and expand reach in the shortest time.
41 
42## Securing Budget from Stakeholders
43 
44Budget is the fuel that powers your paid media program. To get more, build a case that makes stakeholders as certain as possible.
45 
46### Step 1: Pull the Numbers
47 
48- Which channels are performing best? (e.g., "Google Ads drove the most opps at the lowest cost")
49- What's the overall blended trend? (e.g., "Opps increasing QoQ at X% lower cost")
50- What's the current return on investment? (e.g., "$X pipe-to-spend and X% ROI")
51 
52### Step 2: Find the Story
53 
54- What went well? (highlights)
55- What went bad? (lowlights)
56- Where are we today vs before? (the journey)
57- What were the biggest blockers? (obstacles)
58- Where do we go from here? (opportunities)
59 
60### Step 3: Present Your Case
61 
62Data alone won't persuade. Stories without data are subject to suspicion. Combine both to address stakeholder concerns and build certainty. Your stakeholders want you to be right - they're analyzing upside and downside like investors. Make the case compelling enough that they feel certain about the return.
63 
64---
65 
66> By Ivan Falco - Frontal
67 
View all files on GitHub →

Details

Updated
Sep 23, 2026
License
MIT
Stars on the repo
★ 159
Checked
Source
swan-gtm/gtm-skills ↗
Creator
swan-gtm · 51 listings
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