A Two-Person Agency Is Betting That AI Absorbs the Middle of the Org Chart

Adobe paid $1.9 billion for Semrush and closed the deal in April, folding search optimization and brand visibility tooling into a platform that already sells content production. The commoditization of agency execution has been building for years. Low-cost website builds and templated SEO packages have long been the entry point for small agencies competing on price. What's changed is how fast it's happening now. The work that used to sit in a mid-tier service package, bundled deliverables with light strategy attached, is now accessible to anyone who can prompt a model and follow the steps. That raises a practical question for agencies: when any competitor can produce the same deliverable at the same speed, where does the durable competitive position actually sit?

The argument here comes from a two-person shop. Terry Cardwell, Founder of Pixel Drip Studio, came up through commercial printing, web development, and database architecture. Felicia Cardwell, the studio's CEO, brings a management degree grounded in organizational psychology and ran patient experience programs at Houston Methodist. They serve small businesses across HVAC, dental, real estate, and local services with no specialist bench behind them, which gives the studio a useful view into what a small agency looks like when the work runs through two people.

"You can jump into Claude and get it to produce a web page," Terry says. "If you can ask the right questions, it can walk you through all of the steps. Before, you'd have to go find human suggestions in forums." That changes what clients can reasonably expect to handle themselves, and what they're still willing to pay an agency for. The Cardwells see a line forming between agencies that sell output and agencies that sell the judgment behind it.

The packaged service tier is getting absorbed next

The first services under pressure were basic web builds, simple Google Business Profile setups, and surface-level content. Then the pressure moved into the productized packages agencies had built to get those services out of commodity pricing. "That tiered bucket is starting to be absorbed into the commodity layer," Terry says. "So the strategy, the high-level thinking, and the deep execution with heavy research, that's where agencies that want a sustainable business have to lean in."

Terry sees the same dynamic upstream, where larger platforms are folding capabilities that once required separate tools into a single product. The platforms can absorb the cost of building and bundling a new capability in a way a small agency can't. "They can say, we're going to go net negative this year because we're going to add a website studio," Terry says. What Terry doesn't think they can reproduce is the human context an operator builds after years of working with the same kind of business.

Terry thinks the same pressure will eventually hit generalist strategy, pushing agencies toward hyper-niche positioning. "It's going to eventually get hyper-niche," Terry says. "You're positioning yourself as a fractional CMO for just vineyards or just bowling alleys. It's like Pac-Man going after all of the low-hanging fruit on the commodity side."

The specialization moves from the channel to the customer

Felicia argues the specialist-heavy model, one person for websites, one for copy, one for SEO, one for video, breaks down when a single operator with AI can cover all four. "Hiring high-level strategists right now is a key hire that every agency should be making," Felicia says. "You need the people who know the core concepts, who understand psychologically why people do the things they do." The person needs enough knowledge across several functions to direct the work and enough strategic thinking to recognize when the output is wrong.

The specialization moves from the marketing channel to the business itself. An agency might know SEO, paid media, content, web, and CRM, but only for dental practices. "One employee can now manage a much larger portfolio of agentic work," Felicia says. "You need the strategy directing all of that traffic. This agent needs to do this, this agent needs to do that." The person running that system decides what gets done, which agent handles it, and whether the result is good enough to use.

For a dental practice, that could mean an agent watches the review profiles, flags anything under four stars along with the service line mentioned, drafts a response in the practice's voice, and routes it to the office manager to approve and send. The agent can spot the complaints. The person who knows the practice has to recognize that several of them point to a scheduling problem.

Agency staffing gets harder at both ends

That model also raises a harder question about agency staffing. If one person can now direct work that once required several specialists, the people most exposed are the ones in the middle. Those are the jobs most closely tied to the packaged services Terry says are losing their value: the junior copywriter, the junior SEO, the account coordinator. Agencies don't get to avoid that question by changing the job titles.

The packaged tier also worked as a training ground. It was where agencies put people who were still learning, and the work was repetitive enough to be survivable while they did. A junior SEO grinding through a batch of local listings built the pattern recognition that turns into judgment a few years later.

That's the tension sitting inside Felicia's hiring argument. The strategists she wants to hire came up through the work that's now getting absorbed. An agency that clears out the tier also clears out the place its next conductor would have been trained.

The hiring problem is visible in the candidate pool already. "On Upwork, you can find a thousand profiles. 800 of them can get you 50% of the way," Terry says. A resume doesn't show whether someone can make those calls. The Cardwells borrow their answer from technical hiring: hand candidates a live problem and watch them work it. "Show me your work," Terry says. "Take it back to high school." They want to see how the person got there.

The client doesn't care how the work gets done

Under the government's narrow measure, which counts only AI used to produce a company's actual goods and services, 8.8% of small firms qualify, up from 6.3% six months earlier. Terry argues the distance between the agentic marketing conversation and the businesses agencies are actually serving is wider than most agency operators realize.

"It's easy when you're in the echo chamber to think that the entire world is focused on this," Terry says. "But Joe Blow running an HVAC company is worried about fixing ACs. Sure, he may know ChatGPT exists and it can help him compose a couple of social media captions. But the wide adoption from a business operations and growth standpoint isn't really out there right now."

Their own client model follows the same logic. They operate as a done-for-you partner. When a client starts researching AI tools on their own, the response is direct: stop, that's why you have us, go run your business. "Our ideal relationship is that we are their sounding board," Terry says. "But it's about their business growth, not about the tactical."

Generating a recommendation is cheap now. Knowing which one a client should act on, and being accountable when it's wrong, is the part clients still need someone to own. A prompt that builds the page in ninety seconds still has nothing to say about whether the HVAC company should stop selling maintenance plans.