I Tested AI Search Rankings for 30 Days… Here’s How to Track Them

Back in 2017, SEO for home service businesses felt like black magic.

You’d pay an agency thousands of dollars every month and get vague reports saying things like:

“Your rankings are improving.”

But nobody really knew what was happening behind the scenes.

Now we’re entering that same phase again with AI search.

Business owners are asking:

• “Am I showing up in ChatGPT?”
• “How do I rank in AI Overviews?”
• “How do I track AI visibility?”
• “What even matters anymore?”

Most people are guessing.

But the shift is already happening, and the businesses that understand it early are going to dominate local markets over the next few years.

Search Is Changing Faster Than Most Businesses Realize

Right now, 58% of Google searches end with zero clicks.

That means users never visit a website.

They get their answer directly from Google, a Google Business Profile, a map listing, or an AI-generated summary.

On top of that, AI Overviews now appear on a huge percentage of longer searches.

For example:

• “HVAC repair near me” might still show traditional results.
• But “How much does HVAC repair cost near me?” is far more likely to trigger AI-generated answers.

And when someone asks ChatGPT:

“Who’s the best HVAC company near me?”

They don’t get 10 blue links anymore.

They get a curated recommendation list.

That changes everything.

Because if AI systems do not know your business exists, you have zero chance of showing up in those recommendations.

Traditional SEO Was About Keywords

AI Search Is About Conversations

Historically, local SEO revolved around keyword tracking.

Businesses would monitor terms like:

• HVAC repair Dallas
• Roof replacement Arlington
• Emergency plumber Fort Worth

Tools like BrightLocal, SEMrush, and Ahrefs would track rankings every week.

That still matters.

But AI search works differently.

People no longer search using robotic keywords.

They search conversationally.

Instead of:

“Gutter cleaning near me”

They ask:

“My gutters are overflowing after heavy rain. Who can fix this fast?”

That shift from keywords to conversations is one of the biggest changes happening in marketing right now.

Step One: Build an AI Prompt List

If you want visibility in AI search, you need to understand the exact prompts your customers are using.

The best way to do this is by building a prompt list.

Here are the three best ways to create one.

1. Use Real Customer Conversations

This is the most effective strategy.

Pull transcripts from:

• Call tracking software
• Customer service calls
• Sales calls
• Estimate appointments

Then identify the actual questions customers ask.

For example, a customer might say:

“How much does gutter cleaning cost?”

Most companies immediately jump to pricing.

But the better question is:

“What made you call today?”

That answer reveals the real search intent.

Maybe the customer says:

“My gutters are sagging and water is pouring over the side of my house.”

That is the actual AI search prompt.

That’s the language people use in ChatGPT, Google AI Overviews, Claude, and Perplexity.

Your best content opportunities are already sitting inside your customer conversations.

2. Pull Long-Tail Queries From Google Search Console

Another strategy is filtering Google Search Console queries by length.

Look specifically for searches that are six words or longer.

These are usually conversational searches that mirror how people interact with AI tools.

Examples:

• “Why is my AC freezing up at night?”
• “How much does emergency plumbing cost on weekends?”
• “Best gutter company for older homes”

These long-form searches give you insight into how real customers think and speak.

3. Run Comparison Audits

Many AI visibility tools now analyze prompts like:

• “Best HVAC company in Dallas”
• “Best roofer near me”
• “Company A vs Company B”

These are high-intent buying conversations.

And they matter because AI systems increasingly make recommendations instead of simply displaying search results.

The Three Metrics That Matter in AI Search

Once you have a prompt list, you need to track visibility.

Three metrics matter most.

1. AI Share of Voice

AI Share of Voice measures how often your business appears in AI-generated responses.

In simple terms:

How frequently does AI mention your brand?

If AI never references your company, you are invisible.

How to Improve Share of Voice

Build Local Entity Associations

This is not traditional backlink spam.

This means getting connected to legitimate local and industry entities like:

• Chambers of Commerce
• Industry associations
• Local news outlets
• Networking groups
• Trusted directories

Examples include:

• IICRC for restoration companies
• NADCA for duct cleaning companies

AI systems trust businesses connected to authoritative local ecosystems.

Publish More Niche Content

The more high-quality, specific content you publish, the more signals AI receives about your expertise.

But generic AI-written blog posts are not enough.

The best content comes from real-world experience.

Use:

• Customer calls
• Sales conversations
• Team knowledge
• Service data
• Real job-site stories

That’s the content AI systems actually value.

Strengthen Local Platform Presence

Platforms like:

• Yelp
• Angi
• Thumbtack
• MapQuest
• Brownbook

still matter.

Local SEO is not dead.

It’s evolving.

2. Mention Rate

Mention rate is even more important than share of voice.

This measures how often AI actually cites your business as a source.

There’s a huge difference between:

“Here are some HVAC companies.”

and:

“According to XYZ Heating & Air…”

That second example signals authority.

And authority drives clicks.

How to Increase Mention Rate

Use Specific Data and Statistics

AI systems love quantitative information.

Examples:

• Percentages
• Cost breakdowns
• Performance data
• Service statistics
• Proprietary findings

This is why call transcripts are so valuable.

Your sales team already says things like:

“30% of homeowners with this issue also have airflow problems.”

That kind of information becomes highly citable content.

Use Definition-First Formatting

Most blog content was historically written for humans.

Now it also needs to work for AI extraction.

Start sections with concise, direct answers.

For example:

“The most common reason HVAC systems fail during summer is lack of maintenance, low refrigerant levels, and dirty evaporator coils.”

That structure makes your content easy for AI systems to quote.

Add FAQ and Service Schema

Schema acts like a cheat sheet for AI systems.

Structured FAQ sections help AI quickly identify:

• Questions
• Answers
• Services
• Relevance

The shift from keywords to conversational search makes this incredibly important.

3. GEO: Generative Engine Optimization

GEO stands for Generative Engine Optimization.

This is the evolution of SEO.

Traditional SEO optimized for crawlers.

GEO optimizes for reasoning engines.

That means your content must be:

• Easy to extract
• Easy to summarize
• Based on real expertise
• Structured clearly
• Rich with original insights

Two Things That Matter Most

Proprietary Information

AI systems do not need more generic content copied from the internet.

They value information they cannot easily find elsewhere.

That includes:

• Real customer experiences
• Job-site lessons
• Internal statistics
• Original case studies
• Local market insights

The businesses winning in AI search are creating real content from real operations.

Structured Content Hierarchy

Use:

• H1s for primary topics
• H2s for questions
• H3s for supporting answers

AI systems extract information more effectively when content is organized logically.

The Diagnostic Matrix: What Your Data Actually Means

This is where things get interesting.

Tracking visibility is easy.

Understanding the data is what separates great marketers from average ones.

High Share of Voice + Low Mention Rate

AI knows your business exists.

But it does not fully trust your content.

You need stronger authority signals and better information quality.

Low Share of Voice + Low Mention Rate

You are effectively invisible.

AI systems neither recognize nor trust your business.

This usually means weak content and weak entity signals.

Low Share of Voice + High Mention Rate

This is the hidden gem scenario.

Your content is strong enough to earn citations.

But AI only finds it in narrow situations.

You need broader visibility through:

• Digital PR
• Reviews
• Video content
• Podcasts
• Multi-platform presence

High Share of Voice + High Mention Rate

This is market leader territory.

AI sees you as a primary source of truth.

At this point, the goal becomes defending your position by consistently publishing fresh content and case studies.

The Biggest Shift Happening in Marketing Right Now

The future of local SEO is no longer about stuffing keywords into pages.

It’s about understanding conversations.

What are customers actually asking?

What problems are they trying to solve?

What language do they use when they explain those problems?

The businesses that document real expertise, structure it correctly, and distribute it consistently are going to dominate AI search over the next decade.

And most businesses still have not realized the shift has already started.