Does it account for different attribution models?

Yes, the skill includes a checklist to align reporting windows with your specific attribution model, such as 24-hour, 7-day click, or 28-day view.

How does this skill help with ad spend?

It provides a standardized framework for reallocating budget to high-performing channels and establishing guardrails to prevent overspending or under-delivery.

Can I use this for mid-flight campaign adjustments?

Yes, the skill is specifically designed for mid-flight adjustments when performance shifts occur, allowing you to model reallocation scenarios before implementation.

How do I prevent audience fatigue with this skill?

The skill includes best practices for keeping retargeting budgets proportional to audience size to avoid over-saturation and fatigue.

Is this skill compatible with all major ad platforms?

Yes, it is platform-agnostic and provides a strategic framework applicable to Google Ads, Meta, LinkedIn, and other paid media channels.

Paid Media Budget Optimizer

Name: Paid Media Budget Optimizer
Author: gtmagents

bygtmagents

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Marketing Automation

Optimizes advertising spend across channels through data-driven reallocation, performance-based scenario modeling, and strict financial guardrails.

The Paid Media Budget Optimizer skill provides a structured framework for marketing and revenue teams to manage advertising budgets directly within Claude Code. It facilitates weekly performance reviews, mid-flight spend adjustments, and financial reforecasting by analyzing Efficiency Bands and planned-vs-actual metrics. Users can perform scenario modeling to identify the impact of shifting spend toward high-performing ad sets while maintaining essential guardrails like daily caps and alerts. By integrating attribution windows and capacity planning, this skill ensures that budget shifts are both profitable and aligned with the organization's downstream sales capacity.

Key Features

01Financial reforecasting for executive and finance reviews

02Automated guardrail and pacing alert configuration

0329 GitHub stars

04Efficiency band calculation based on CPA and ROAS targets

05Attribution window alignment and lifecycle sync checklists

06Data-driven scenario modeling for spend reallocation

Use Cases

01Conducting weekly budget reviews to reallocate spend from low-performing to high-performing channels

02Modeling the impact of 20% budget shifts on lead volume and pipeline generation

03Setting up daily spend caps and performance alerts to prevent over-delivery during scaling

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gtmagents/gtm-agents budget-optimization

For use in Claude.ai and ChatGPT

Download Skill