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AI in the trades: 6 important takeaways on real-world use and ROI

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New Housecall Pro industry report surveys 245+ home service pros to reveal how early AI adopters are gaining a competitive edge in 2026.

AI has arrived in the trades. Nearly half of the home service pros we surveyed (48%) say they actively use it today, and more are putting it to work than a year ago.

But adoption is only part of the story. What sets some pros apart isn’t whether they use AI—it’s how long they’ve been at it. The clearest pattern in the data is that the advantage compounds: the longer a pro uses AI, the more it delivers. With 84% of AI users expecting to use AI even more over the next year, the head start early adopters have built only widens from here.

We surveyed 248 U.S. home service professionals in spring 2026 and spoke with business owners and operators to understand how contractors are using AI, where they’re finding value, and what it’s doing for their business.

Want the full breakdown? Download the complete report

Key takeaways

Here are six findings that stood out, and what they mean for pros putting AI to work.

AI is becoming standard equipment in the trades: Nearly half of trade Pros (48%) actively use AI, putting it to work across customer communication, estimates, marketing, and reporting.

Early adopters are moving faster: 2 in 5 AI users (40%) say AI helps them respond faster and lose fewer leads—the top change they report.

Early adopters see their business clearly: 43% of AI users say AI helps them plan and report on the business, giving them time to act before month-end.

The advantage compounds the longer you use it: 58% of AI users say AI has a bigger impact on their work now than when they first used it. The number rises to 79% among users of two or more years.

The barrier is knowing and starting: 52% of non-users say they aren’t familiar with AI tools for the trades, and a third plan to try AI but haven’t yet. 

Pros expect to lean in further: 84% of AI users expect to use AI even more over the next year. The head start early adopters have built only widens from here.

Table of contents

A-1 Cleaning's William H. explains why early AI adoption builds lasting advantage for local service businesses, even with low usage today.

1. AI has gone from experiment to everyday tool

48% of trade pros surveyed say they actively use AI in their business. For many contractors, AI is becoming another way to handle the work around the work: answering questions, finding information faster, communicating with customers, and keeping a closer eye on the business.

Top AI Use Cases for Home Service Pros: Communication, Quoting, Marketing | The AI Advantage 2026

On the Housecall Pro platform, we’re seeing the highest use in how-to questions and reporting queries, suggesting Pros are using AI to learn systems faster and stay closer to their numbers.

2. Early adopters are moving faster

The clearest change for AI users is speed. Pros are getting back to customers sooner, and more than half are using AI for customer communication (52%) and for building estimates and quotes (51%).

Survey of 248 home service pros finds faster customer response and fewer lost leads is the most-cited business change from using AI.

A lot of this is about converting the leads already coming in. When something breaks, homeowners call until someone picks up—and they move on fast. AI helps pros answer first and win the job.

Chris O., owner of NW Moss Removal, has seen the benefits firsthand. Before using an AI answering service, only 15%–20% of callers left a voicemail for his company. Now with CSR AI (Housecall Pro’s 24/7 customer service representative) on the front line, 60%–70% of callers interact and leave their name, address, and the service they need. As Chris puts it, a lot of those callers would otherwise “just hang up and call the next person on the list on Google.” 

In a 2025 Housecall Pro survey of homeowners, 53% said they’re comfortable with AI handling the initial inquiry, meaning pros can use it to improve response time and book even more jobs.

3. Early adopters see their business clearly

AI also changes what an owner can see. Instead of waiting weeks for the books to close to find out how a month went, pros can see how the business is doing now, while there’s still time to act.

Among home service pros who've tried AI, 43% say it improves business planning and reporting, per a survey of 248 pros.

For some pros, getting that visibility is simple. Amber D., who runs DeLong & Sons HVAC with her husband, generates a weekly jobs report, asks AI to look at the numbers, and gets a full breakdown of each tech’s jobs and average ticket in minutes, with no setup. “I can do a month’s worth of KPIs in 20 minutes and show the dashboard to my technicians,” she says.

Others take it further. Emily and Cody B. at Acadiana Comfort have a live scoreboard from their own job data. Numbers that used to sit buried in a report became something the whole team could see and act on.

4. The advantage compounds the longer pros use it

For many pros, AI pays off quickly and keeps paying off. Half of AI users saw a clear return in a few months or less, with 31% reporting they saw it almost immediately. The longer a pro uses AI, the more it delivers.

The clearest sign is experience. While 58% of AI users say AI’s impact on their work is bigger now than when they started using it, that number jumps to 79% among pros who’ve used AI for two or more years.

AI's business impact compounds over time: 58% of users say it's grown, rising to 79% among pros using AI for two-plus years.

Time is the first thing that adds up: more than 1 in 4 AI users report saving 6+ hours of admin a week. That’s time to invest in other areas of the business. When asked how AI has most changed the way they work, a third of users cited spending time on strategy and growth, and 38% said they’re less buried in paperwork

The compounding benefits show up in revenue, too. 68% of AI users say it has contributed to their revenue growth, with 1 in 3 putting that contribution at 5% or more. 

5. The barrier to AI is getting started

Many pros just don’t know about the tools available to them. 52% of non-users say they aren’t familiar with the AI tools built for their trade. They also need concrete examples—not just a pitch—of what AI actually does for a business like theirs.

Awareness, not access, is the barrier: 52% of non-users aren't familiar with AI tools built for trades, while 1 in 4 fear falling behind.

This gap is closeable. A third of non-users say they’re planning to try AI, and just haven’t yet. The interest is there, and there’s a big opportunity for more education, training, and onboarding for pros to get the most out of it. 

Read more: How to use AI for business

What’s next: How home service pros plan to use AI in the next year

None of this is about AI taking over the trades. The work in the field still belongs to the pro. What AI changes is everything around it: the calls, the quotes, the follow-up, the numbers. That’s where AI users are gaining ground. With 84% of users planning to lean on AI even more in the next year, the head start only grows from here. 

Momentum keeps building: 84% of AI users expect to use it even more over the next year, per a survey of 248 home service pros.

For most pros, the starting point is already inside the platform their shop runs on—built-in AI that can answer missed calls, draft content, create estimate options, build marketing campaigns, and develop personalized business strategies.

“The older generation hasn’t seen anything like this before. They’ve been around for a long time, used to doing things a certain way. But everyone should try AI to a certain extent. Pick some things within your company that you’re struggling with.”

—Ben B., Epic Exterior Services

What this means for the trades

The pros we surveyed aren’t using AI to get better at their trade. They’re using it to take back time and make more money by handing off the scheduling, estimating, invoicing, and follow-up that buries the work they signed up for.

Download our full report for more on how home service pros are putting AI to work this year, along with insights from other home professionals in the field.

Methodology

This report draws on a Housecall Pro survey of 248 home service pros conducted in May and June 2026, as well as in-depth interviews with trade operators.

Survey respondents were home service business owners, managers, and field staff across the U.S. The largest cohorts were HVAC (28%), plumbing (14%), electrical (10%), and general contracting (10%). 69% were owners or founders. 

As an online sample of active Housecall Pro customers and broader industry contacts, results should be read directionally rather than as a population estimate. Multi-select questions reflect the share of respondents who selected each option and do not sum to 100%. Year-over-year comparisons are also directional. The 2025 sample (n=420) and 2026 sample (n=248) differ in size and composition.

FAQ about AI for home service pros

How many home service pros are using AI?

Nearly half (48%) of trade pros surveyed actively use AI in their business. Compared to last year, more are putting AI to work in their business. Active use is highest among electrical (54%) and plumbing (53%) professionals.

What do home service pros use AI for most?

Customer communication and follow-up (52%); estimates, quoting, and pricing (51%); and business planning and reporting (43%) are the top use cases among AI users. On the Housecall Pro platform, how-to questions and reporting queries represent the highest activity.

How long does it take to see ROI from AI?

For many trades pros, it’s fast. 31% of AI users say they saw a return almost immediately, and another 1 in 5 saw a clear return within a few months. The longer a pro uses AI, the bigger the payoff. 79% of pros who’ve used AI for two or more years say its impact is bigger now than when they started.

Does AI help contractors win more jobs?

40% of AI users say AI is helping them respond faster and lose fewer leads. With homeowners calling until someone picks up and moving on quickly, pros who answer first, via AI or otherwise, are likely to win more jobs.


Tony Huynh

Tony Huynh

Senior Content and Copywriter
Last Posted June, 2026
Company Housecall Pro
About the Author Tony Huynh is a writer at Housecall Pro, where he shares insights and strategies that help home service professionals scale their businesses successfully. He has written extensively about technology, e-commerce, construction, and real estate.
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