STRATEGY · Chapter 2
Build the strategy before you buy a single tool.
The most expensive mistake I see in AI marketing is not picking the wrong tool. It is picking the right tool with no positioning behind it. You end up paying $200 a month for a subscription producing content nobody wants to read. This chapter is the order of operations that keeps that from happening.
Four questions. In this order.
Skip one and the rest of the playbook will not compound. I have watched smart founders skip question one, spend six months on questions three and four, then quietly start over. Do them in order.
- Who is the customer, really? Not a persona deck with a stock photo named "Marketing Mary." A specific company size, a specific role, and the specific event that makes them go looking for help. If you cannot point at three real customers in your CRM who match the description, the ICP is still too vague. Tighten it.
- What position do you actually hold? The one thing your ICP gets from you that they do not get from the obvious competitor. Here is the test I use now: ask ChatGPT a question your buyer would ask in your category. If the answer does not naturally use phrasing that sounds like yours, your position is not sharp enough yet.
- Which content pillars carry the position? Three to five topics deep enough that you can credibly own them. Each pillar is a hub page, a set of sub-pages, and a blog cluster. Not one article. Not a category page with three blog posts under it. A body of work.
- How does the work actually get done? Who writes the first draft. (Usually AI.) Who edits. (Always a human, ideally one who knows the customer.) Where the draft lives, how it gets QA'd, who hits publish, who checks it got indexed. The workflow is the strategy made operational. No workflow, no strategy.
- Founder-led SMBs that have never written down their ICP.
- Teams that bought AI tools, used them for a month, then drifted back to old workflows.
- Businesses with a real product and unclear category language.
- Nobody can book five customer calls in the next three weeks.
- The founder wants a strategy but will not commit to one position.
- Leadership thinks AI will replace the strategic conversation.
- You can name your ICP in one sentence with a role, a size, and a trigger event.
- Your position has a specific competitor it stands against by name.
- Each content pillar has at least 20 question-shaped sub-topics drafted.
What actually drives the cost
I do not publish dollar figures here because the inputs vary too much for any number to be honest. What I can publish is what makes the project cheap or expensive, so you can read your own situation and predict whether you are looking at two weeks or two quarters.
| Driver | What it is | What pushes it up |
|---|---|---|
| Foundation work | ICP definition, positioning, content pillars, schema and entity graph, AI-crawler-friendly robots and llms.txt. | Existing site debt, multiple service lines, multi-language, or a complicated org chart with no current marketing owner. |
| Content velocity | Pages, posts, and updates produced per month. | Wide topical surface, low existing topical authority, multiple personas, and weekly publishing cadence. |
| Tool stack | AI models (Claude, GPT, Gemini), CMS, analytics, CRM, automation, monitoring. | Duplicated tools, enterprise CRM seats not tied to revenue, model usage at scale without prompt caching. |
| Human review | Editorial sign-off, SME interviews, brand-voice QA, factual review for YMYL or regulated industries. | Regulated sectors (legal, health, finance), brand-sensitive topics, multilingual review. |
| Distribution and outreach | Email, social, paid amplification, PR, podcast and event placements. | Cold audience launch, no existing list, dependence on paid until organic and AI surfaces compound. |
The two-week strategy sprint
For a 5 to 50 person company with a working product, this is the schedule that consistently lands. I ran a Vancouver B2B services firm through this exact sprint last quarter. By the end of week two their sales team was using the new positioning on calls without being told to.
- Week 1. Book and run four to six 30-minute customer calls. Drop the transcripts into an LLM for thematic synthesis. Founder writes a one-page positioning draft. Do not skip the draft. Writing it is where the position gets sharp.
- Week 2. Lock the ICP, the position, and three to five content pillars. Write the workflow doc. Queue the editorial calendar for the first 90 days. Now, and only now, pick the tools.
Tool selection at the end of week two is fast because the requirements list now exists. Without that list, tool selection takes months and ends in the same shelfware regret.
Frequently asked
What goes into an AI marketing strategy for a small business?
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Four answers, in this order. Who is your ideal customer. What position do you hold that the obvious alternative does not. Which three to five content pillars prove that position. How do AI and humans split the work of producing and measuring it. Pick your tools after those four are written down. Picking them before is how you end up with $400 a month of subscriptions you forget to cancel.
Should I build the AI marketing strategy before hiring an agency?
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Yes. If you hire the agency first, you are paying their hourly rate to figure out what your business does. That is the most expensive research project you will ever fund, and it locks your strategy to whatever tactics that agency happens to sell you regardless of whether they fit your actual customers.
How long does it take to define ICP and positioning?
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Two to three weeks if the founder is in the room. Plus four to six 30-minute customer calls. The work is not hard. The hard part is getting those calls booked. Every stalled strategy I have seen stalled at the calendar, not the analysis, so protect the calendar time before anything else.
Can AI help build the strategy itself?
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AI is a fast research analyst. It synthesizes interview transcripts, drafts positioning options, and surfaces patterns you missed while reading five customer calls back to back. It does not decide which customer to fire or which trade-off to make. That call is yours, and no model should make it for you.
What does a content pillar look like in an AI marketing context?
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A pillar is a topic you own end to end. Usually 30 to 80 specific questions your buyer actually asks, mapped to a hub page, sub-pages, and a blog cluster, all cross-linked. For an SMB, three to five pillars is enough. More than that and you are spreading the team thin for no extra coverage.
How do I know if my positioning is actually differentiated?
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Say your positioning sentence out loud, then ask whether a direct competitor could say the exact same sentence about themselves. If yes, it is not positioning, it is a category description. Real positioning names a specific customer, a specific problem, and a specific reason you solve it better than the obvious alternative.
What is the biggest mistake SMBs make when writing their strategy?
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Writing it once and never revisiting it. A strategy document from 18 months ago describes a business that has since changed its pricing, its ideal customer, or its main competitor. Review the four core answers (ICP, positioning, pillars, AI-human split) every two quarters, not once a year, so the content built on top of them stays aimed at the right target.
Should the strategy document be shared with the whole team or kept with leadership?
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Shared, in a simplified form. The full strategy document with customer-interview detail can stay with leadership, but every person touching content, sales, or customer conversations needs the plain version: who we sell to, what we say, and what we do not do. A strategy nobody outside leadership has read gets reinvented informally by each team member, usually inconsistently.