ProblemsBusiness Transformation Consulting › E-commerce & DTC

Business Transformation Consulting
in E-commerce & DTC

Most programmes that try to fix e-commerce performance begin with a diagnosis purchased from the firm that will later be paid to run the changes it recommends. For e-commerce and DTC brands, this shows up in a particular place. The numbers that carry the answer are LTV/CAC and contribution margin, and the complication specific to this industry is that retail distribution fixes the customer-acquisition cost but needs working capital the runway cannot fund. The general version of this problem and the one you are actually in have different first moves.

The short answer

Most programmes that try to fix e-commerce performance begin with a diagnosis purchased from the firm that will later be paid to run the changes it recommends. For e-commerce and DTC brands, this shows up in a particular place. The numbers that carry the answer are LTV/CAC and contribution margin, and the complication specific to this industry is that retail distribution fixes the customer-acquisition cost but needs working capital the runway cannot fund. The general version of this problem and the one you are actually in have different first moves.

An engagement here usually combines three separate steps: determining which acquisition channels produce contribution margin after repeat purchases, selecting which changes to repeat rate or AOV to make first, and then staffing the media buying or operations work. These steps are sold together because the initial mapping is kept low-cost while the return comes from managing the spend that follows. The team that produces the mapping therefore earns more when the recommended actions require larger ongoing paid media outlays.

Programmes that leave LTV/CAC and contribution margin unchanged have continued because the question of which customer cohorts cover their acquisition cost is turned into a channel expansion plan before that cohort arithmetic is completed.

The practical test is whether the current LTV/CAC by channel and the contribution margin after returns can be stated for the next quarter. When those figures exist, the requirement is execution capacity. When they do not, any spend on delivery capacity first simply enlarges the unprofitable parts of the business.

Corporate Strategy & Transformation (catalog id t5) produces the allocation of revenue and costs across segments to show which products or cohorts fund the rest and which adjustments would raise contribution margin first. It ends at that map and states when the next requirement is large delivery teams, which is cheaper than discovering the scale through the first invoices.

How to tell this is actually your problem

These three together are the signature. One on its own usually points somewhere else.

✓ Paid media share of revenue increases while repeat purchase rate and AOV remain unchanged.
✓ A media plan or operations roadmap is in place before LTV/CAC by cohort has been calculated.
✓ Workstreams carry department names such as marketing or operations rather than names tied to specific fixes in contribution margin or repeat rate.

The move that usually makes it worse. Commissioning the review of unit economics from the agency that will then manage the paid media budget it proposes to increase.

Who this is for — and who it is not

It is for you if you run or finance a DTC brand and the word "transformation" is being used before anyone has agreed what is broken. It is the situation where the numbers are available but nobody has put them in an order that produces a decision.

It is not for you if Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.

Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.

What this looks like when the analysis is actually run

Below is an excerpt from a real run of this analysis on a DTC brand. It is a sample profile rather than a customer, and it is unedited engine output — this is the format you get, on your own numbers.

The subject is Northaven Goods, a sample company profile used for testing rather than a customer — $62M revenue, 95 people.

Excerpt from a real Percision run · Customer Value Architecture · sample company profile

The move. Convert the existing 36% zero-CAC organic cohort into a self-funding repeat-purchase engine that lifts LTV/CAC from 2.4x to 3.1–3.4x within 18 months.

What the run committed to
Investment required$400–600K total (base case $500K)
Expected return4.8–6.4x on $500K investment within 18 months
Revenue, year 1$1.6–2.1M incremental revenue
Revenue, year 2$2.4–3.2M incremental revenue
Revenue, year 3$2.8–3.8M incremental revenue (mature run-rate)
Exit criteriaStrategy should be reversed if, within 12 months, repeat purchase rate has not reached 33% OR if incremental revenue falls below $800K annualized, OR if email/SMS deliverability drops below 25% open rate for two consecutive quarters.

This is one move out of a full analysis. Read a complete report — every page, no email required.

What the engine does with this question

This question routes to Corporate Strategy & Transformation, one of 29 engagements the platform runs. For e-commerce and DTC brands it works through LTV/CAC, contribution margin, paid media as % of revenue and repeat purchase rate, then produces the sequence rather than a list of options — which move first, what it funds, and the observation that would say the sequence is wrong.

You watch the analysis get built before paying anything. Read a complete report here if you would rather see the depth first.

Questions people ask about this

What does business transformation consulting actually cost?

For a mid-market company the diagnostic phase alone is commonly £75k–£250k over six to ten weeks, and the delivery phase that follows is usually several multiples of that. Large-firm day rates run roughly £1,500–£3,500 for a consultant and £4,000–£8,000 for a partner, and a typical team blends the two so the effective rate lands somewhere in the middle. The number that matters is not the day rate, though — it is the ratio of diagnosis to delivery, because that is where the scope is set.

Can software replace a transformation consultancy?

No, and any tool that claims otherwise is selling you something. Software cannot run a programme office, hold a difficult conversation with a divisional MD, or supply forty people for nine months. What it can do is produce the analysis that decides whether you need those things, and what they should be pointed at — which is the part that is most often rushed and most expensive to get wrong.

How do we keep control of the scope?

Buy the diagnosis separately from whoever will deliver, and write the decision down before you take delivery bids. Once the two or three changes are named and the arithmetic is on paper, the delivery tender is a procurement exercise with a fixed brief. Once they are not, the tender sets its own brief, and it is always a larger one.

Is this different in e-commerce & dtc than in other industries?

Materially, yes. Retail distribution fixes the customer-acquisition cost but needs working capital the runway cannot fund — which changes both the diagnosis and the order of the fixes. The metrics that decide it here are LTV/CAC, contribution margin, paid media as % of revenue, and an answer built on industry-general benchmarks will usually point at the wrong one first.

What data do I need before this analysis is worth running for a DTC brand?

Less than most people expect. Your last twelve months of revenue and cost split the way you already split it, plus whatever you hold on LTV/CAC and contribution margin. The analysis is explicit about what it is assuming where your data stops, which is more useful than waiting for numbers you may never have.

When is Percision the wrong tool?

Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.

Does Percision replace a lawyer, tax advisor, auditor, or AI implementation team?

Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.

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