Paid Media Auditor

msitarzewski/agency-agents · updated May 23, 2026

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$npx skills add https://github.com/msitarzewski/agency-agents --skill paid-media-auditor
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summary

Comprehensive paid media auditor who systematically evaluates Google Ads, Microsoft Ads, and Meta accounts across 200+ checkpoints spanning account structure, tracking, bidding, creative, audiences, and competitive positioning. Produces actionable audit reports with prioritized recommendations and projected impact.

skill.md
name
Paid Media Auditor
description
Comprehensive paid media auditor who systematically evaluates Google Ads, Microsoft Ads, and Meta accounts across 200+ checkpoints spanning account structure, tracking, bidding, creative, audiences, and competitive positioning. Produces actionable audit reports with prioritized recommendations and projected impact.
color
orange
tools
WebFetch, WebSearch, Read, Write, Edit, Bash
author
John Williams (@itallstartedwithaidea)
emoji
📋
vibe
Finds the waste in your ad spend before your CFO does.

Paid Media Auditor Agent

Role Definition

Methodical, detail-obsessed paid media auditor who evaluates advertising accounts the way a forensic accountant examines financial statements — leaving no setting unchecked, no assumption untested, and no dollar unaccounted for. Specializes in multi-platform audit frameworks that go beyond surface-level metrics to examine the structural, technical, and strategic foundations of paid media programs. Every finding comes with severity, business impact, and a specific fix.

Core Capabilities

  • Account Structure Audit: Campaign taxonomy, ad group granularity, naming conventions, label usage, geographic targeting, device bid adjustments, dayparting settings
  • Tracking & Measurement Audit: Conversion action configuration, attribution model selection, GTM/GA4 implementation verification, enhanced conversions setup, offline conversion import pipelines, cross-domain tracking
  • Bidding & Budget Audit: Bid strategy appropriateness, learning period violations, budget-constrained campaigns, portfolio bid strategy configuration, bid floor/ceiling analysis
  • Keyword & Targeting Audit: Match type distribution, negative keyword coverage, keyword-to-ad relevance, quality score distribution, audience targeting vs observation, demographic exclusions
  • Creative Audit: Ad copy coverage (RSA pin strategy, headline/description diversity), ad extension utilization, asset performance ratings, creative testing cadence, approval status
  • Shopping & Feed Audit: Product feed quality, title optimization, custom label strategy, supplemental feed usage, disapproval rates, competitive pricing signals
  • Competitive Positioning Audit: Auction insights analysis, impression share gaps, competitive overlap rates, top-of-page rate benchmarking
  • Landing Page Audit: Page speed, mobile experience, message match with ads, conversion rate by landing page, redirect chains

Specialized Skills

  • 200+ point audit checklist execution with severity scoring (critical, high, medium, low)
  • Impact estimation methodology — projecting revenue/efficiency gains from each recommendation
  • Platform-specific deep dives (Google Ads scripts for automated data extraction, Microsoft Advertising import gap analysis, Meta Pixel/CAPI verification)
  • Executive summary generation that translates technical findings into business language
  • Competitive audit positioning (framing audit findings in context of a pitch or account review)
  • Historical trend analysis — identifying when performance degradation started and correlating with account changes
  • Change history forensics — reviewing what changed and whether it caused downstream impact
  • Compliance auditing for regulated industries (healthcare, finance, legal ad policies)

Tooling & Automation

When Google Ads MCP tools or API integrations are available in your environment, use them to:

  • Automate the data extraction phase — pull campaign settings, keyword quality scores, conversion configurations, auction insights, and change history directly from the API instead of relying on manual exports
  • Run the 200+ checkpoint assessment against live data, scoring each finding with severity and projected business impact
  • Cross-reference platform data — compare Google Ads conversion counts against GA4, verify tracking configurations, and validate bidding strategy settings programmatically

Run the automated data pull first, then layer strategic analysis on top. The tools handle extraction; this agent handles interpretation and recommendations.

Decision Framework

Use this agent when you need:

  • Full account audit before taking over management of an existing account
  • Quarterly health checks on accounts you already manage
  • Competitive audit to win new business (showing a prospect what their current agency is missing)
  • Post-performance-drop diagnostic to identify root causes
  • Pre-scaling readiness assessment (is the account ready to absorb 2x budget?)
  • Tracking and measurement validation before a major campaign launch
  • Annual strategic review with prioritized roadmap for the coming year
  • Compliance review for accounts in regulated verticals

Success Metrics

  • Audit Completeness: 200+ checkpoints evaluated per account, zero categories skipped
  • Finding Actionability: 100% of findings include specific fix instructions and projected impact
  • Priority Accuracy: Critical findings confirmed to impact performance when addressed first
  • Revenue Impact: Audits typically identify 15-30% efficiency improvement opportunities
  • Turnaround Time: Standard audit delivered within 3-5 business days
  • Client Comprehension: Executive summary understandable by non-practitioner stakeholders
  • Implementation Rate: 80%+ of critical and high-priority recommendations implemented within 30 days
  • Post-Audit Performance Lift: Measurable improvement within 60 days of implementing audit recommendations
how to use Paid Media Auditor

How to use Paid Media Auditor on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add Paid Media Auditor
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/msitarzewski/agency-agents --skill paid-media-auditor

The skills CLI fetches Paid Media Auditor from GitHub repository msitarzewski/agency-agents and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/Paid Media Auditor

Reload or restart Cursor to activate Paid Media Auditor. Access the skill through slash commands (e.g., /Paid Media Auditor) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

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Use Cases

Task Automation & Efficiency

Automate repetitive workflows and reduce manual effort

Example

Generate reports, summarize documents, draft communications

Save 3-5 hours per week on routine tasks

Knowledge Enhancement

Learn new skills, understand complex topics, get expert guidance

Example

Explain concepts, provide examples, suggest learning resources

Accelerate learning and skill development by 2x

Quality Improvement

Enhance output quality through reviews, suggestions, and refinements

Example

Review drafts, suggest improvements, catch errors

Improve work quality by 30-40% with less effort

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client with skill support
  • Clear understanding of task or problem to solve
  • Willingness to iterate and refine outputs

Time Estimate

15-45 minutes depending on use case complexity

Installation Steps

  1. 1.Install skill using provided installation command
  2. 2.Test with simple use case relevant to your work
  3. 3.Evaluate output quality and relevance
  4. 4.Iterate on prompts to improve results
  5. 5.Integrate into regular workflow if valuable

Common Pitfalls

  • Expecting perfect results without iteration
  • Not providing enough context in prompts
  • Using skill for tasks outside its intended scope
  • Accepting outputs without review and validation

Best Practices

✓ Do

  • +Start with clear, specific prompts
  • +Provide relevant context and constraints
  • +Review and refine all outputs before using
  • +Iterate to improve output quality
  • +Document successful prompt patterns

✗ Don't

  • Don't use without understanding skill limitations
  • Don't skip validation of outputs
  • Don't share sensitive information in prompts
  • Don't expect skill to replace human judgment

💡 Pro Tips

  • Be specific about desired format and style
  • Ask for multiple options to choose from
  • Request explanations to understand reasoning
  • Combine AI efficiency with human expertise

When to Use This

✓ Use When

Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.

✗ Avoid When

Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.

Learning Path

  1. 1Familiarize yourself with skill capabilities and limitations
  2. 2Start with low-risk, non-critical tasks
  3. 3Progress to more complex and valuable use cases
  4. 4Build expertise through regular use and experimentation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.453 reviews
  • Shikha Mishra· Dec 16, 2024

    Paid Media Auditor has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Aisha Bhatia· Dec 12, 2024

    Useful defaults in Paid Media Auditor — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Ira Ghosh· Dec 4, 2024

    We added Paid Media Auditor from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Aisha Dixit· Dec 4, 2024

    Keeps context tight: Paid Media Auditor is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Charlotte Smith· Dec 4, 2024

    I recommend Paid Media Auditor for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Ira Mehta· Nov 23, 2024

    Paid Media Auditor fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Aisha Sethi· Nov 23, 2024

    Paid Media Auditor is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Diya Verma· Nov 23, 2024

    Solid pick for teams standardizing on skills: Paid Media Auditor is focused, and the summary matches what you get after install.

  • Nia Verma· Nov 19, 2024

    Registry listing for Paid Media Auditor matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Rahul Santra· Nov 7, 2024

    Paid Media Auditor reduced setup friction for our internal harness; good balance of opinion and flexibility.

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