When AI Makes Execution Cheaper, Strategy Needs Its Own Price

By Craig S. Cody, CPA, Certified Tax Coach.

Here's the answer up front. If your strategy is bundled inside an execution retainer, it doesn't have a price of its own. It rides on the price of the work. So when AI makes the work cheaper, your strategy gets discounted right along with it, and nobody ever consciously made that decision. The fix is to sell strategy as its own engagement, priced and scoped on its own, and to give it its own line on your P&L.

I'm not writing this from the outside. My firm has never priced by the hour. We've always priced on the deliverable, and what a client pays us for is the insight, then the right numbers in the right boxes. Every relationship starts with a one-time tax plan, and the monthly work comes after it. The plan comes first because the monthly work is built on it.

That's the same shape a marketing agency can use. Here's why AI makes it urgent.

What Did RedTag Actually Announce?

On October 17, 2026, RedTag, an independent agency in Louisville, announced that it's evolving from a digital performance agency into a "strategy-first marketing partner," and that clients can now choose from outcome-based programs.

The reasoning is the interesting part. Founder and CEO Russ Renbarger said, "Clients don't come to us needing more tactics. They come to us needing a path." And then: "AI can produce hundreds of ads in an afternoon, but it can't tell you which one your brand actually needs and why." The agency says a team of automation specialists has put AI across its production and analysis, and the time AI saves goes back into strategy.

One thing the release doesn't say is how RedTag prices any of this, so I'm not going to guess. What it shows is an agency deciding out loud that what the client is buying is the decision, not the volume. The financial question every other owner should ask is simpler: if that's true for you, where does the decision show up on your invoice?

Why Does AI Make Bundled Strategy Cheaper?

Because what isn't on the invoice can't be defended.

In most retainers, strategy is real work that has no line of its own. The client sees deliverables: campaigns, ads, posts, pages, reports. The thinking that decided which campaign, which audience and which offer is folded in, carried by a few senior hours somewhere inside the number.

That worked when production was slow and expensive. The deliverables were the visible cost, and the strategy rode along. Now a tool can turn out a pile of ad variations in an afternoon, and every client knows it. When a client looks at a retainer that's mostly deliverables, they start measuring it against how cheap deliverables have become.

So the pressure lands on the visible part. And because the strategy was never priced separately, it takes the hit with the production, even though AI didn't make your judgment any cheaper. If anything, more output means more decisions about what's worth shipping, and those decisions still take humans.

What Does Pricing Strategy Separately Look Like?

It means the client buys the thinking as its own thing, before or alongside the doing. There are a few common shapes:

• A paid diagnostic or plan that comes first. A defined scope, a defined deliverable, a fee of its own. Execution is quoted after, built on what the plan found.
• A strategy line on the retainer. The monthly fee shows two numbers, strategy and execution, so a change to one doesn't quietly change the other.
• A program built around a goal. The engagement is organized by the outcome the client wants (launch something, grow something, get ready for a sale), with the strategy work named inside it. That's the shape RedTag describes.

The first one is the one I know best, because it's how we run. A new client's engagement starts with the tax plan. It's a one-time fee, starting at $8,500 with a real ROI (Return on Investment). Only after the plan is done do the monthly packages come in. If the plan doesn't hold up, there's nothing for the monthly work to stand on. What tax planning actually costs agency owners walks through it in full.

Notice what that does. The client pays for the insight on its own, before a single hour of ongoing work. The monthly price can change without anyone renegotiating what the plan was worth.

How Should Strategy Show Up on Your P&L?

As its own line, or you won't know whether it pays. This is the part most agencies skip, and it's the part a CPA cares about.

Three things make strategy measurable:

1. Its own income account. Book strategy revenue separately from execution revenue. If your accounting system has classes or service lines, use them. One blended "fees" line can't tell you anything about either half.
2. The senior hours behind it. You don't need timesheets. A rough weekly estimate of who's doing the strategy work, and how many hours it takes, is enough to start. Those hours are usually the most expensive humans in the building.
3. Its margin. Strategy revenue minus the cost of the senior time that produced it. If strategy is priced well, this is your best line. If it's buried in a retainer, you've never seen it.

One accounting detail matters if you bill a plan up front. Money you collect before the work is done isn't revenue yet. On accrual books it sits as deferred revenue until you deliver the plan, then it moves to income. Book it that way and your monthly P&L tells the truth about when you earned it.

And watch who's doing the strategy. If every strategy hour is the owner's, that line is profitable and fragile at the same time. It's worth knowing before a buyer points it out.

Who Shouldn't Do This?

Don't invent a strategy fee for work you don't do. If your clients come to you for fast, excellent production and the strategy happens on their side, a separate strategy line won't fool anyone, and it shouldn't. Plenty of agencies flourish as great production shops. Price that honestly.

This also isn't a reason to charge clients more for the same work. Splitting the price shows the client what they're paying for. If your strategy can't stand up as its own line, that's useful to know too.

What Can You Do This Week?

Pull your three biggest retainers. For each one, write down two things:

1. What strategy work is inside it: the decisions you make for that client that a tool doesn't.
2. Who does that work, and roughly how many hours a month it takes.

If you can name both, you're one conversation away from pricing it. If you can't name the hours, or the person, that strategy has no price today. AI didn't create that gap. It just made it expensive.

What This Article Is Not About

Pricing and AI is a big subject, and other pieces cover the rest of it:

• What your fee is made of, layer by layer, and which layer AI actually moved: AI changed what delivery costs you. Your rate card didn't notice.
• What to say when a client asks for the AI savings back: AI saved your agency 12 hours. You don't owe the client a discount.
• Where the freed capacity should go: AI didn't raise your agency's margin. You didn't redesign the work.
• The whole sequence, in order: AI and agency profitability: ten questions

This one is only about strategy: giving it a price and a line of its own.

Frequently Asked Questions

Should agencies charge separately for strategy?

If they do real strategy work, yes. When strategy is bundled into an execution retainer, its price depends on the price of the deliverables. As AI makes deliverables cheaper, bundled strategy gets discounted with them. A separate fee or a separate line on the retainer protects it.

How do you price a strategy engagement?

Price it on the deliverable and the decision it supports, not on hours. Define the scope (what question the strategy answers), the deliverable (the plan or recommendation the client receives) and the fee. Execution is quoted after, built on what the strategy found.

Does AI make agency strategy less valuable?

No. AI makes production faster and cheaper. It doesn't decide which audience, offer or channel deserves the client's money. As output gets cheaper, the decision about what to ship gets more valuable, which is why it should be priced on its own.

How should an agency track strategy revenue?

In its own income account or service-line class, separate from execution revenue, with a rough estimate of the senior hours behind it. That lets you see strategy's margin on its own instead of inside a blended fee line.

How do you account for a strategy fee billed up front?

On accrual books, money collected before the strategy is delivered is deferred revenue, a liability, until the work is done. When you deliver the plan, it moves to income. That keeps your monthly P&L accurate about when you earned it.

Let's Talk

You already know what your strategy is worth to your clients. The question is whether your invoice and your P&L know it too.

Start with your own numbers, because an agency that runs by the numbers can price anything with confidence. Book a Free Tax Analysis. It starts with a short 15-minute call, so nothing sensitive changes hands before we've talked. Email me at craig@ccodycpa.com to schedule it, or request one with the form on this page.

Craig S. Cody is a CPA, Certified Tax Coach, and retired NYPD Lieutenant. His firm works with more than 70 marketing and advertising agency owners every month, helping them keep more of what they make through proactive tax planning.

This article is general education, not advice for your specific situation. Confirm your own facts with your advisor before acting.