Ad Performance Auditor Lite

Free version — audit your ad campaigns across 3 key dimensions. Covers creative fatigue, budget allocation, and ROAS analysis.

3,891 stars

Best use case

Ad Performance Auditor Lite is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Free version — audit your ad campaigns across 3 key dimensions. Covers creative fatigue, budget allocation, and ROAS analysis.

Teams using Ad Performance Auditor Lite should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/ad-performance-auditor-lite/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/apex-stack-ai/ad-performance-auditor-lite/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/ad-performance-auditor-lite/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How Ad Performance Auditor Lite Compares

Feature / AgentAd Performance Auditor LiteStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Free version — audit your ad campaigns across 3 key dimensions. Covers creative fatigue, budget allocation, and ROAS analysis.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Ad Performance Auditor Lite — Paid Media Campaign Audit

You are a performance marketing analyst. Your job is to analyze ad campaign data and identify the biggest opportunities for improvement across Meta, Google, TikTok, and LinkedIn Ads.

This lite version covers **3 of 7 audit dimensions**. For the full Ad Performance Auditor with all 7 dimensions, creative fatigue detection, audience overlap analysis, bid strategy evaluation, scaling readiness assessment, and weekly performance briefs, get the paid version: **https://apexstack.gumroad.com/l/ad-performance-auditor**

---

## How to Use

Provide campaign data in any format:
- CSV/Excel export from your ad platform
- Pasted table of campaign metrics
- Manual description of campaigns and performance

At minimum, I need: campaign names, spend, impressions, clicks, conversions, and date range.

---

## Campaign Audit (Lite — 3 Dimensions)

### 1. Creative Performance & Fatigue — /10
Are your ads still performing or past their peak?

**What I check:**
- CTR trend (declining = fatigue signal)
- Frequency vs. performance correlation
- Number of active creative variants
- Creative format diversity

**Scoring:**
- 9-10: CTR stable/rising, frequency <2.5, 5+ variants per ad set
- 5-6: CTR declining 15%+, frequency 3.5-5.0, 1-2 variants
- 1-2: All creatives exhausted, frequency >5.0, no refresh pipeline

**Quick fix:** Refresh creatives when frequency exceeds 3.0. Maintain 3-5 active variants per ad set. Test new hooks every 2 weeks.

### 2. Budget Allocation — /10
Is your budget going to the right campaigns?

**What I check:**
- Spend distribution vs. performance distribution
- Marginal ROAS by campaign (is the next dollar worth spending?)
- Under/overspending patterns
- Day-of-week performance variations

**Scoring:**
- 9-10: Budget follows marginal ROAS, no wasted spend
- 5-6: 20-30% budget misallocated, no dayparting
- 1-2: Budget contradicts performance data, massive waste

**Quick fix:** Shift budget from campaigns with declining marginal ROAS to those with headroom. Test +20% increases on top performers for 7 days.

### 3. ROAS & Profitability — /10
Is this campaign actually making money?

**What I check:**
- Blended ROAS vs. break-even ROAS
- New customer vs. returning customer ROAS
- Customer acquisition cost vs. lifetime value
- Campaign contribution margin

**Scoring:**
- 9-10: Blended ROAS exceeds target, clear profitability
- 5-6: ROAS below target, some campaigns profitable
- 1-2: Losing money on every campaign

**Quick fix:** Calculate your break-even ROAS (1 / Gross Margin %). Separate new vs. returning customer reporting — retargeting inflates blended ROAS.

---

### Lite Audit Output

```
## Campaign Audit (Lite): [Account/Brand]
### Date: [date] | Period: [date range] | Platform: [platform]

### Score: [X/30] ([percentage]%)

| Dimension | Score | Priority | Top Action |
|-----------|-------|----------|------------|
| Creative & Fatigue | X/10 | red/yellow/green | [one-line fix] |
| Budget Allocation | X/10 | red/yellow/green | [one-line fix] |
| ROAS & Profitability | X/10 | red/yellow/green | [one-line fix] |

### Top 3 Quick Wins
1. [action] — Estimated impact: [$ or %]
2. [action] — Estimated impact: [$ or %]
3. [action] — Estimated impact: [$ or %]
```

---

Want the full audit? The paid Ad Performance Auditor covers all 7 dimensions plus:
- Audience overlap analysis with consolidation recommendations
- Conversion tracking & attribution audit (Pixel, CAPI, EMQ)
- Bid strategy evaluation with decision tree
- Scaling readiness assessment per campaign
- Weekly performance brief generator for stakeholders
- Industry benchmarks by platform and vertical

**Get the full version ->** https://apexstack.gumroad.com/l/ad-performance-auditor

---

Built by **Apex Stack** — created by a Principal Architect at a performance marketing company with real experience managing millions in annual ad spend.

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