What is ad-spend-optimizer?
Optimize paid advertising budget allocation across channels using performance data, attribution models, and ROI analysis Source: guia-matthieu/clawfu-skills.
·ad-spend-optimizer
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ad-spend-optimizer
✓Optimize paid advertising budget allocation across channels using performance data, attribution models, and ROI analysis
Installation
How to Install ad-spend-optimizer
Quickly install ad-spend-optimizer AI skill to your development environment via command line
- Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
- Run Installation Command: Copy and run this command: npx skills add https://github.com/guia-matthieu/clawfu-skills --skill ad-spend-optimizer
- Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Source: guia-matthieu/clawfu-skills.
SKILL.md
View rawSystematically optimize paid advertising budget allocation across channels based on performance data, attribution analysis, and ROI targets.
Based on marginal ROI optimization and portfolio theory for marketing, combining:
| Analyzes channel performance | Budget constraints | | Calculates ROI by channel | Risk tolerance | | Recommends allocation shifts | Testing budgets | | Identifies optimization opportunities | Business priorities | | Creates performance dashboards | Platform selection |
Optimize paid advertising budget allocation across channels using performance data, attribution models, and ROI analysis Source: guia-matthieu/clawfu-skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/guia-matthieu/clawfu-skills --skill ad-spend-optimizer- Category
- {}Data Analysis
- Verified
- ✓
- First Seen
- 2026-03-11
- Updated
- 2026-03-11
Quick answers
How do I install ad-spend-optimizer?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/guia-matthieu/clawfu-skills --skill ad-spend-optimizer Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Where is the source repository?
https://github.com/guia-matthieu/clawfu-skills
Details
- Category
- {}Data Analysis
- Source
- skills.sh
- First Seen
- 2026-03-11