· Corey Koehler · Case Study  · 6 min read

How a Google Ads Audit Saved a Manufacturer $3,000 in Wasted Spend

How a 90-minute review caught $3,000 in AI-generated marketing mistakes before she spent a dime.

How a 90-minute review caught $3,000 in AI-generated marketing mistakes before she spent a dime.

Bonnie manufacturers seed cleaning equipment. Twenty years in business selling to small to medium sized farmers across the country.

She scheduled some time with me for a quick Google Ads audit and to review her marketing plans for 2026.

Before we met, she asked AI for recommendations.

The AI came back with a detailed plan. One section literally said:

“This campaign is a gold mine because searches are not as competitive.”

Good thing we talked before she spent any money on it.

I opened Google’s Keyword Planner.

Those “gold mine” keywords? Zero monthly searches. Not low. Zero.

The Gold Mine With No Gold: Why AI Keywords Had Zero Search Volume

AI suggested “organic seed cleaner” and “cover crop seed cleaning” as expansion targets. Made sense — her machines do exactly that.

But nobody searches for those terms. At least not the way AI phrased them.

If she’d built campaigns around them, she would’ve burned $1,500+ showing ads to nobody.

Missing 69% of Her Buyers: A Budget Problem, Not a Keyword Problem

Her current campaigns for “seed cleaner” and “grain cleaner” were working. But running low on budget.

Google’s data showed she was capturing only 31% of available searches.

AI’s recommendation? Start new campaigns for different keywords.

Actual solution? Give the working campaigns more money.

Updating Her 15-Hour Email Plan

Bonnie found a USDA database of organic farmers. Perfect prospects.

Her plan: manually copy 150 addresses per day into Gmail’s BCC field.

That’s 15+ hours per quarter of copy-paste work. Plus she would’ve violated Gmail’s terms without knowing it.

Software exists that handles this in minutes. Costs $97/month and helps her stay compliant.

What Would’ve Happened

March through May is Bonnie’s busy season. If she’d followed the AI plan:

  • $1,500 wasted on keywords nobody searches
  • Missed 69% of buyers actively looking for her products
  • 15+ hours quarterly doing manual email work
  • Budget split across campaigns that don’t perform
  • Possible email compliance violations

She would’ve worked harder and gotten worse results.

Why AI Marketing Plans Can Get Google Ads Wrong

That’s why a proper Google Ads audit checks your plan against real data, not just what sounds logical.

AI doesn’t check actual search volume. It generates what sounds logical based on your product description.

“Organic seed cleaner” sounds like a good keyword if you clean organic seeds. But search behavior doesn’t work that way. People search “seed cleaner” and then filter results by organic certification.

Unless you know the right questions to ask or the right data to feed it, AI also can’t tell you about email compliance, budget allocation strategy, or platform-specific technical requirements.

AI generates possibilities. You still need someone who knows which ones work.

The Red Line Approach

I spent 17 years as a mechanical draftsman before I got into marketing.

During design reviews, we’d red line drawings — circle problems, mark changes, catch mistakes before they got built.

Same process for marketing plans.

You send me what you’re considering. I show you what the data says. We figure out what works before you spend money.

What the Google Ads Audit Found

After 90 minutes:

  • Capture the 69% of existing traffic by increasing budget on working campaigns
  • Use a $97/month software for compliant cold email to the USDA database
  • Create YouTube content using Google Gemini that matches her Google Ads messaging
  • Switch from PayPal to accounting software like Quickbooks, Wave or Freshbooks for better processing fees
  • Consider using Beehiiv to build trust and keep her top of mind with leads and customers during the long gaps between purchases

Time: 90 minutes | Cost: $150 | Money not wasted: $2,000–$3,000 first quarter

If you are looking for strategies you can use to optimize your Google Ads account but aren’t ready for a professional deep dive, you can grab my Small Budget Blueprint. It’s the same framework I use across all small budget campaigns.

Download the Google Ads Small Budget Blueprint

In Her Words

Here’s what Bonnie said after the call:

“I had used AI to generate a list of ideas. AI stated that a couple of those suggestions were great and a goldmine for me. I was sold!! Then you dug deeper and discovered that these particular suggestions would be a waste of time and resources; I was very surprised!”

“Ultimately, AI is great to generate ideas and get you going down a path, however, human review and applying logic and reasoning will always be needed. We cannot blindly follow AI suggestions/recommendations.”

“Like any tool, AI is a tool, not a replacement for a real marketing strategy. No matter how much information I feed into the prompt, it typically seems to miss the mark on some level.”

That’s the key insight: AI is powerful for generating options. You need human judgment to know which options actually make sense for your business.

The “Red Line” Reality

Bonnie saved $3,000 in her first quarter because we caught these errors before she spent a dime.

If she hadn’t booked a review, she would be 15 hours deep into manual data entry, running ads to keywords with zero search volume, wondering why “AI’s plan” wasn’t working.

AI generates possibilities but does not verify reality.

I spent 17 years as a mechanical draftsman. In that world, you never send a drawing to the shop floor without a “Red Line” review. You check the dimensions. You stress-test the materials. You circle the failures in red ink before you cut the steel.

I apply that same engineering approach to your Google Ads and marketing strategy.

Stop Guessing. Get a Google Ads Audit That Catches Waste Before You Spend.

If you are about to launch a new campaign, increase your budget, or execute an AI-generated strategy, let me look at the blueprints first.

In a Red Line Review (my version of a Google Ads audit), I will:

  • Verify your data: Do people actually search for what you’re selling?
  • Check your structure: Are you bleeding budget on “Broad Match” leaks?
  • Kill the waste: Identify the “shiny objects” and settings you don’t need.

You get clarity. You get a validated plan. You stop bleeding cash.

Schedule Your Red Line Review — $495

Note: I limit these to 4 per month to ensure I can do the deep forensic prep work required for each account.

Or not ready for a full blown review?

Grab the Small Budget Blueprint — Free

This is the “DIY” approach. It’s a free, step-by-step guide that shows you how to audit your own campaigns and fix the most common high-ticket B2B mistakes.

Find out why you need to play by different rules than big advertisers.

Have a good one,

Corey

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