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The Agency AI Divide: Why Some Will Thrive and Most Won't

9 min read brain-food

The agency landscape is shifting fast with AI at the center. Some are thriving, adapting to new demands, while others struggle to keep up. Discover why knowing the difference between tools that innovate and tools that fail is key to survival.

My buddy runs an HVAC company out of Scottsdale. Fourteen years in business, ten trucks, the kind of operation where he's got his name on the building and his cell number on every van door. We've known each other a while.

Last fall, he called me to complain, which isn't really like him. He'd been paying an agency probably $6k a month and was fine with it, more or less, until he had one specific request. He wanted to know which zip codes were producing the most repeat maintenance customers, so he could stop wasting ad money on neighborhoods where people called once, got sticker shock, and never came back.

Three months, he asked. Three months, they said they'd look into it.

He cut them loose.

What bugs me about that story isn't that the agency failed. It's that Tony knew exactly what he needed and couldn't get it. That used to be a specialty ask. Now it's table stakes. And the agencies that can't clear that bar are going to lose clients to the ones that can, probably faster than most of them expect.


Two Different Industries, Same Name

I've been talking to a lot of agency owners lately. More than usual, because everyone seems to want to work through what's happening right now.

Here's what I keep noticing. The ones doing well are almost manic about it. Busy in a way that feels different from just having a full pipeline. They're saying yes to things they flat-out couldn't do a year ago. Their clients are stickier. They're closing bigger retainers.

And then there are owners who feel like the ground is soft underneath them. Clients are harder to hold. Pitches are getting more skeptical. Revenue looks okay on paper, but something doesn't feel right. They can't name it exactly.

I don't think these are two groups experiencing the same industry differently. I think they're operating in two different industries that happen to share a name right now. And the gap between them is going to get more obvious before it gets less.


The Thing Most People Skip Over

I run multiple businesses. Rocket Media has been doing home services marketing for over 20 years. Digital Ignitor focuses on AI strategy and implementation. So I come at this from both sides, and even with that background, the mistake I see most often is surprisingly basic.

Not all software works the same way.

Your dispatch system, your invoicing platform, the thing that fires a confirmation text when a tech is 20 minutes out. Those work identically every single time. Same inputs, same outputs, no surprises. That consistency is the whole point of that category of software.

The stuff everyone's rushing to add to their process right now doesn't work that way. It makes its best guess based on patterns. Run the same request twice, and you might get slightly different results. That's not a defect. That's just how it's built.

Agencies get into trouble when they treat both categories like they're the same. They hand off something that needs a precise, identical result every time, and then when the output drifts or goes sideways, they blame the software. The software wasn't the problem. The assignment was.

Here's a concrete version of this. A solar installer should not have a language model calculating how many panels fit on a roof. That math has to be exact every time, full stop. But that same company has leads sitting in their CRM who asked for a quote five months ago and went quiet. Writing re-engagement messages that actually sound like a human wrote them, with different angles for different lead sources, different tones based on where someone is in the decision? That's exactly what these tools are built for. Two completely different jobs. Knowing which is which before you start is what separates the agencies winning with this from the ones getting burned.


The Uncomfortable Part

I run into a lot of content in this space that dances around the harder stuff. I'd rather not.

Some agencies are in serious trouble. Not because a tech giant swooped in to steal their clients. Because the last layer of cover around average, undifferentiated work got stripped away.

If your pitch to a new client is essentially "we're reliable, we show up, and we won't cause drama," that's not a competitive position anymore. Honestly, it wasn't one before any of this. It was just survivable because switching agencies was annoying, and most clients didn't know their options well enough to act on them.

I've been working with home services contractors for a long time. Plumbing companies, roofing contractors, security dealers, and solar installers. These businesses don't need a generalist shop that dabbles in their category between other clients. They need someone who has spent real time understanding how those specific customers buy. How a homeowner decides to replace a furnace is completely different from how they decide to install a security system. The emotional trigger, the timing, the competitive pressure, and how price enters the conversation. All of it is different. Developing that understanding takes years of working inside these specific markets, not a few months of onboarding.

What the current wave of tools does is make agencies that already have that deep knowledge dramatically more capable. It does not make generalist shops suddenly relevant. There is no shortcut to expertise. That's the hard part, a lot of agencies don't want to hear.


What the Ones Pulling Away Are Actually Doing

Here's what I'm seeing work in practice.

Packaging their knowledge so it runs without them. The agencies I see growing have figured out that their real asset isn't their team's hours. It's accumulated knowledge of how their specific market works. What makes an HVAC customer in Phoenix convert in July versus November? What offer structure moves a roofing lead in hail country? That knowledge used to live in people's heads and walk out the door when those people left. Now you can build it into systems that apply it consistently across every account, every month, without needing your best person in the room every time. That's a fundamentally different kind of business to own.

Getting faster and delivering more, not the same thing, is cheaper. Every agency owner I've spoken with felt the urge to drop prices once production picked up. The ones making the right call held firm and just kept delivering more. A client who previously received a monthly report now receives one every two weeks. A campaign that used to run a single version now runs three versions simultaneously. Same budget from the client. Noticeably more value. That's how the pricing conversation stops coming up.

Turning kickoff work into something permanent. Most agencies do solid research at the start of an engagement and file it away forever. Competitive landscape, what the other guys in the service area are doing, where the gaps are in local messaging. That used to be a one-time document. Now you can run that same analysis every month and deliver it as a standing briefing. I know a shop that sends their roofing clients a monthly summary of exactly what their three biggest local competitors changed about their offers, their ads, and how they're responding to reviews. That's not a deliverable that a client cancels.

Selling outcomes, not tools. A plumbing company in Tucson doesn't care what software the agency uses. They care about booked calls and whether their marketing spend is producing a return worth making. The agencies winning right now keep the conversation anchored there and let results carry it. The software is just how they get there.


On Pricing (I'll Be Brief Because Nobody Has This Figured Out)

I'm not going to pretend this is settled.

Commodity work is getting squeezed from the bottom, and that pressure is not going away. Specialized agencies with strong client relationships are finding their value going up, not down, because they can deliver things that weren't possible before. The dangerous place is the middle: charging premium rates for work that's starting to look like it could come from anywhere.

What I keep seeing work: hold your rates, but make the difference impossible to ignore. Not slightly better. Noticeably better. A client who volunteers that something changed, without being asked, is a client who isn't going anywhere. Let that be your pricing strategy.

That's about as far as I'll go because that's about as far as I'm confident.


They're Not Learning Figma, I Promise You

A lot of agency owners are scared that clients will start handling this themselves and cut agencies out entirely.

Picture a roofing contractor. Twelve guys on crews, two people in the office, running six days a week during storm season. He's got material costs going sideways, a production manager who just gave notice, an insurance carrier asking uncomfortable questions, and a stack of estimates that need to go out by Friday. Is that guy spending fifteen hours a week learning new marketing software, writing his own ads, and figuring out why his cost per booked job went up last month?

Come on.

I've watched this exact conversation happen twice before. When website builders went drag-and-drop, everyone said contractors would stop hiring agencies. Didn't happen. When ad platforms made self-service available to any business owner with a credit card, everyone said clients would start running their own campaigns. Some tried. Most didn't stick with it.

People keep misreading where the barrier actually is. It was never technical complexity. It was time. It was knowing what good looks like. It was not wanting to be the one responsible when something goes wrong.

None of that has changed. The only thing that's changed is that the agency sitting in that seat now has to actually know how to use these tools well. That's a higher bar. But it's the same job.


So, Where Does This Leave You

Two different people probably made it this far.

If you own an agency and you're somewhere between uneasy and genuinely unsure about where this heads, here's my honest read: the opportunity is real, and it's open right now. But it requires actually moving. The agencies building real capability and going deeper into specific markets today are creating advantages that are going to be legitimately hard to close in twelve months. The window is open. It won't stay that way.

If you're a home services business owner trying to figure out which agency to trust with your marketing budget, here's the one question worth asking: What specifically have you built with these newer capabilities for contractors in my category, and can I see it? Not a pitch about staying current. Something real, for a client like you. Their answer tells you everything you need to know.


If you're running an agency and trying to sort out where this all fits in your operation, that's the specific kind of problem Digital Ignitor works on. [Start with a conversation.]

If you're in home services and looking for a marketing partner that's been doing this for contractors for over 20 years and has built these newer capabilities into the actual work, that's [Rocket Media]. Worth a conversation.

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