The Account Audit Prompt: Find Where Your Paid Media Is Leaking Revenue
Diagnose structural waste in your paid media setup. Stop throwing budget at broken systems and identify exactly where your ad spend is leaking before you scale.
What this fixes
Most businesses scale their chaos. You increase the ad budget, try new channels, and wait for the agency report—but the revenue line refuses to match the effort line. You suspect there is waste, but standard agency dashboards are designed to report on metrics, not money.
The problem is structural. When you audit for "performance," you look at click-through rates. When you audit for architecture, you look at where the system is bleeding budget with zero possibility of return. You keep scaling spend without knowing what is actually broken underneath.
How and why it works
This prompt works because it bypasses generic best practices and forces the model into a strictly diagnostic role. By constraining the inputs to spend versus conversion concentration, it mathematically isolates structural waste.
The required output format prevents the AI from generating vague recommendations like "refresh your creatives." Instead, it demands a dollar estimate of the leakage and a clinical, 30-day action plan. This is how an elite media buyer audits an account—identifying the exact structural flaws before spending another dollar.
What to expect when you run it
When you paste your account data, you will receive a consultant-grade diagnostic breakdown. The model will bypass vanity metrics and deliver a prioritized list of structural leaks, a rough estimate of the wasted budget, and a specific 30-day fix plan.
Expect clinical, precise feedback. For example: "Search campaign C2 has 38% of spend going to broad-match terms with 0 conversions over 90 days — pause = ~$2,400/mo recovered." You will finally have a clear roadmap to plug the leaks before you scale.
The Prompt
ROLE:
You are an elite, top-tier performance marketing auditor who has managed over $50M in ad spend across Google and Meta. You do not care about vanity metrics. You care exclusively about structural integrity, revenue attribution, and wasted spend. Your tone is clinical, diagnostic, and direct.
CONTEXT:
I am running paid media for {{ACCOUNT_NAME}} on {{PLATFORM}}.
My total monthly ad spend is ${{MONTHLY_SPEND}}.
My primary conversion goal is: {{PRIMARY_CONVERSION_GOAL}}.
We are looking at data from the last {{LOOKBACK_DAYS}} days.
Here are the top 5 campaigns by spend:
{{TOP_5_CAMPAIGNS_BY_SPEND}}
Here are the top 5 campaigns by conversions:
{{TOP_5_CAMPAIGNS_BY_CONVERSIONS}}
TASK:
Analyze the provided campaign data and identify specific, structural leaks where budget is likely being wasted. Do not give me generic advice like "improve ad copy." I need a consultant-grade diagnostic breakdown.
OUTPUT FORMAT:
Provide your audit in the following sections:
1. PRIMARY LEAK DIAGNOSIS: The #1 most critical structural flaw based on the spend vs. conversion mismatch.
2. ESTIMATED WASTE: A rough dollar amount or percentage of ${{MONTHLY_SPEND}} that is likely bleeding with zero return.
3. THE 30-DAY FIX PLAN: A prioritized, 3-step action plan to plug the leaks and restructure the account for efficiency.
4. HEALTH BENCHMARK: What "good" should look like for an account spending ${{MONTHLY_SPEND}} on {{PLATFORM}}.
RULES:
- Be highly specific to the numbers provided.
- If spend is concentrated in campaigns driving zero conversions, call it out aggressively.
- Focus on system architecture (campaign types, match types, budget allocation) over tactical tweaks.
- OUTPUT IN MARKDOWN.
Prompts work best in English. Paste into ChatGPT, Claude, or Gemini.
Variables
| Placeholder | Description |
|---|---|
| {{ACCOUNT_NAME}} | The name of your brand or business. |
| {{PLATFORM}} | The ad platform (e.g., Google Ads, Meta Ads). |
| {{MONTHLY_SPEND}} | Total monthly ad spend in USD, e.g. 25000. |
| {{PRIMARY_CONVERSION_GOAL}} | What you are optimizing for (e.g., Purchases, MQLs, Booked Calls). |
| {{LOOKBACK_DAYS}} | The timeframe of the data, e.g. 30, 60, or 90. |
| {{TOP_5_CAMPAIGNS_BY_SPEND}} | List the top 5 campaigns with their spend amounts. |
| {{TOP_5_CAMPAIGNS_BY_CONVERSIONS}} | List the top 5 campaigns with their conversion numbers. |
Related prompts
Landing Page Hero Rewriter — From 'Awareness' to 'Action'
Paste your current hero section and the ad creative driving traffic to it. Get back three hero rewrites graded against message-match, specificity, and CTA …
Meta Ad Diagnostic — Why This Set Isn't Converting
Paste an underperforming Meta ad set's creative, audience, and 7-day metrics. Get back a structured diagnosis isolating whether the bottleneck is offer, creative, audience, …
Want this deployed in your stack?
Prompts are the starting point. In 20 minutes, I'll map exactly where your current setup leaks revenue — and show you what a properly architected growth system looks like.
No deck. No pitch. Just a precise diagnosis and a clear path forward.
Or prefer email? → hi@mahmoudfathy.net
Here's what happens on the call:
- Minute 0–8: I learn your business model, current channels, and growth constraints
- Minute 8–16: I identify the exact gaps — attribution, automation, conversion speed
- Minute 16–20: We map the architecture of your growth engine
You leave with clarity. I leave knowing whether we're the right fit.
Either way, you'll know more about your growth system in 20 minutes than most businesses figure out in 6 months.