The strategy work most Plus merchants skip
Most $30M Plus merchants I've reviewed have a strategy. They have decks, OKRs, quarterly priorities, board updates, the whole apparatus. What they often don't have is a target — a specific, measurable outcome the strategy is supposed to produce, grounded in evidence from their own business.
Without a target, strategy is just intention dressed up as planning. The team works hard, the leadership reviews progress, the quarter ends, and nobody can clearly say whether the strategy worked because there was nothing concrete to measure against.
The work that gets skipped is the work that comes before strategy: defining what specific thing you're trying to change, by how much, by when, and based on what evidence from your own data. Once that's done, strategy becomes the answer to a clear question. Without it, strategy is guesswork wearing a tie.
The difference between an outcome and a goal
An outcome is what you want. A goal is what you've committed to.
"Grow revenue" is an outcome. Every Plus merchant wants to grow revenue. Stating it as a strategic goal accomplishes nothing because it doesn't constrain decisions. You can't choose between two strategies based on which one will "grow revenue more" — both probably will, somewhat, eventually.
A real strategic goal looks different. It specifies the metric, the magnitude of change, the timeframe, and the rationale. Something like: "Grow average order value by 15% over the next 90 days, because customer cohort analysis shows our highest-margin customers spend 20% above our current AOV but bundles and upsell modules don't surface during their checkout flow."
Compare those two formulations. The first is aspirational. The second is operational. The second tells you what to test, what to measure, what success looks like, and what evidence justified the goal in the first place. The team's strategy work in the next 90 days has something specific to optimize toward.
If your current strategy work is full of the first kind of language, that's the gap. The fix isn't more sophisticated strategic thinking. It's spending the unsexy time defining what you're actually trying to change before deciding how to change it.
Where Plus merchants get this wrong
Three patterns show up consistently when merchants do strategy without targets.
The aspirational pattern. The team meets, identifies "growth areas," writes a deck full of directional priorities, and presents it as strategy. Nothing in the deck has a measurable goal attached. The team works on the priorities, things happen, the quarter ends. When asked whether the strategy worked, the team can point to activities completed but not outcomes achieved. This is the most common failure mode at the $10-30M tier — strategy that produces motion without producing measurable change.
The vanity-metric pattern. The team picks goals, but the goals are vanity metrics rather than business outcomes. "Grow Instagram followers by 50%." "Triple the email list size." "Get to 10,000 reviews." These goals can be achieved without affecting the business meaningfully. A merchant whose follower count tripled but whose revenue and CAC stayed flat hasn't achieved anything strategic. Vanity metrics happen when the team picks goals that are easy to measure rather than goals tied to actual business outcomes.
The disconnected-data pattern. The team picks a goal that sounds reasonable but isn't grounded in evidence from their own business. "Increase repeat purchase rate by 25%" sounds like a strong goal until you ask: based on what? Why is 25% achievable? What in the customer behavior data suggests this is realistic? When the answer is "it just seems like a stretch goal," the goal is fiction. The strategy built on top of it is fiction-supporting work. The team won't hit the goal because the goal was never grounded in what the data actually permits.
The merchants who avoid these patterns spend more time on goal-setting and less time on strategy creation. Counter-intuitively, this produces more strategic clarity, not less. When the goal is sharp, the strategy options narrow naturally.
What good goal-setting actually looks like
A well-formed strategic goal at the $30M Plus merchant tier has four properties.
It specifies the metric and the magnitude. Not "improve conversion" but "improve mobile checkout conversion from 2.1% to 2.6%." Not "increase customer retention" but "increase 90-day repeat purchase rate from 18% to 25%." The metric has to be specific enough that everyone on the team agrees on what it means, and the magnitude has to be specific enough that you can tell whether you hit it or missed it.
It commits to a timeframe. Quarterly is typical, but the timeframe should match the work required. A goal that requires building new infrastructure might be a six-month goal; a goal that requires testing new modules might be a 90-day goal. The timeframe is part of the goal because "achieve X" without a deadline doesn't constrain anything.
It cites evidence from the merchant's own business. "We've seen historical CAC creep up 12% across paid social over the last two quarters; this goal commits to stabilizing CAC at current levels by shifting mix toward higher-LTV channels." The evidence isn't a research report or industry benchmark — it's specific data from the merchant's own performance. Goals grounded in industry benchmarks tend to be wrong because every merchant's situation is unique. Goals grounded in the merchant's own data are calibrated to their actual reality.
It connects to a business outcome. The metric improvement has to translate to something the business cares about — revenue, margin, growth, risk, payback period. A goal that improves a metric without affecting any business outcome is a vanity goal even if it sounds rigorous. "Improve email open rate by 25%" is vanity unless you can articulate how that drives meaningful revenue or efficiency.
The merchant who applies these four properties to every strategic goal is doing the work most merchants skip. The strategy that follows is sharper because the target is sharper.
How to find goals worth setting
The best strategic goals come from looking at the merchant's existing data, not from looking at industry trends or competitor benchmarks. Specifically, four data sources tend to surface high-quality goal candidates.
Historical performance variance. Where has the business grown unexpectedly? Where has it stalled despite expected growth? Both signal something interesting. Unexpected growth shows you what's working better than you thought; the goal might be to systematically lean into that pattern. Stalled growth shows you where capability has plateaued; the goal might be to identify and break the constraint. Looking at the last 12-18 months of monthly performance across key metrics usually surfaces 2-3 clear patterns worth investigating as goal candidates.
Customer cohort behavior. Different customer segments behave differently. A cohort analysis often surfaces something like: "First-time customers acquired through paid social have an 8% repeat rate; first-time customers acquired through organic search have a 22% repeat rate." That's a goal candidate hiding in the data. The strategic question becomes: do we shift acquisition mix, do we invest in better retention for the lower-quality cohort, or both?
Product-level profitability. Most Plus merchants have a small number of SKUs that drive disproportionate margin and a long tail that doesn't. Surface this analysis and goal candidates emerge. "Concentrate marketing investment behind the top 20 SKUs by margin contribution." "Phase out the bottom 100 SKUs to reduce inventory carrying cost." Goals that affect margin tend to be more impactful than goals that affect revenue, because margin compounds and revenue gets eaten by costs.
Operational bottleneck identification. Where is the team consistently spending time on work that doesn't compound? Where are the same problems recurring? These bottlenecks are often invisible to leadership but obvious to the team doing the work. Goals that eliminate bottlenecks frequently produce higher returns than goals that grow output.
The pattern across all four: look at the business's own data, find the gap or the pattern, define the goal that closes the gap or accelerates the pattern. Goals that come from this process tend to be both achievable and meaningful. Goals that come from outside-in thinking — industry benchmarks, competitor moves, "what should we be doing" — tend to be neither.
The first 90 days of better goal-setting
For a Plus merchant who recognizes the pattern and wants to fix it, here's what to do in the next quarter.
Weeks 1-2: Audit current strategic goals. List every goal that's currently driving strategic work — quarterly priorities, OKRs, project commitments. For each, ask the four properties test: is the metric specific, is the magnitude specific, is there a timeframe, is there evidence from your own business, does it connect to a business outcome? Most existing goals fail at least two of these tests. The audit isn't about judging the team; it's about seeing where goals are weak and need reformulation.
Weeks 3-4: Surface the data sources. Run the four analyses: historical performance variance, customer cohort behavior, product-level profitability, operational bottleneck identification. These don't require fancy tools — Shopify's analytics plus a spreadsheet covers most of it. The goal isn't a comprehensive analysis; it's surfacing 5-10 candidate observations that could become better-formed strategic goals.
Weeks 5-8: Reformulate the most important goals. Pick the top 2-3 strategic priorities for the next quarter. Reformulate each one using the four properties. Specify the metric, the magnitude, the timeframe, the evidence, and the business outcome connection. This step takes more time than people expect because most existing goals have to be rebuilt almost from scratch.
Weeks 9-12: Align strategy to the reformulated goals. Now that the goals are sharp, the strategic options narrow naturally. For each reformulated goal, identify 2-3 specific strategic moves that could plausibly achieve it. Pick the highest-leverage one. The strategy is now a tool for hitting a specific target, not an end in itself.
A merchant who runs this for a quarter often finds that their strategic execution improves dramatically without anyone working harder. The work was being done; the work was just aimed at the wrong things, or at things too vague to evaluate. Sharper targets produce sharper execution as a side effect.
Where this connects to broader maturity
Strategic goal-setting is foundational across every dimension of the Merchant Growth Model. Acquisition strategies need acquisition-specific goals. Retention strategies need retention-specific goals. Operations strategies need operations-specific goals. The discipline of formulating goals well shows up in every dimension's maturity. A merchant who's strong on goal-setting tends to be stronger on execution across all six dimensions; a merchant who's weak on goal-setting tends to underperform regardless of how sophisticated their tactical work is.
The Holistic Assessment evaluates your business across six dimensions of growth — Acquisition, Conversion, Retention, Brand, Technology, and Operations — and produces a personalized strategic report tied to your actual storefront and your specific responses. It identifies your dominant gap and produces a 90-day plan that includes specific, measurable goals.