The Margin LabsThe Margin Labs

D2C and eCommerce

We put the number in writing before we build. Miss it, and you pay nothing.

We build AI systems for Shopify brands turning £1m to £10m. The gap analysis costs nothing. The first system costs nothing to build.

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Founder's verified track record

  • £65mbuilt from zero
  • +£7.5mcash flow
  • 3 to 5xvolume, no new hires
  • 20+ yrscross-industry
  • ERP Gold PartnerFeb 2026
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Recognise yourself

If any of this sounds familiar, the call is worth it

  • Your ad account can spend more than your studio can feed it.
  • Every creative variant is cut by hand, so winners arrive too late to matter.
  • Customer service firefights the same questions every morning.
  • Nobody trusts the margin number by channel, so pricing is guesswork.
  • You have tried a couple of AI tools. Nothing paid back, and nothing is connected.

The written target

Every agency offers a free audit. We put a number in writing and you can hold us to it.

Your roadmap states what the first system must achieve, in writing, before we build it. If it misses that target, you pay nothing and you keep the roadmap. If it hits its target and you decide not to continue, we remove it. The system is yours once you pay for it.

The offer

The AI Gap Analysis, free

Seven days. We map where AI pays back in your operation and cost every opportunity by payback. The roadmap is yours to keep. We then build the top item on it at no cost, and you pay only once it hits the target the roadmap named.

  • Every place AI pays back in your operation, named
  • What each one is worth a year, in money
  • What each one costs to build and to run
  • The order to build them in, ranked by payback
  • What AI should not touch yet, and why
  • A 90 minute readout with your team
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Related insight

The evidence for operating-model-first AI (and why 95% of pilots fail)

MIT's NANDA initiative found that 95% of generative AI pilots produce no measurable bottom-line impact. BCG found 74% of companies cannot scale AI value. The pattern is consistent, and it is not about the models.

Read the article →

Where we work

D2C and eCommerce AI consulting, near you.

We deliver the The AI Gap Analysis, free to d2c and ecommerce businesses across the UK and US, remotely or in person where the trip pays back.

United Kingdom

United States

Common questions

Things people ask before booking

  • Is this really free?

    Yes. The gap analysis costs nothing and the roadmap is yours to keep. We also build the first system on it at no cost. You pay only once that system hits the target your roadmap named in writing.

  • What happens if the first system misses its target?

    You pay nothing and you keep the roadmap. The target is written down before we build, so there is nothing to argue about afterwards.

  • What if it works and we decide not to continue?

    We remove the system. The roadmap is yours whatever happens, and the system is yours once you pay for it. We say this up front so nobody is surprised later.

  • How long does the call take?

    Thirty minutes. Most of that is us listening. We will tell you on the call whether this is worth doing for your brand.

A simple guarantee

If we cannot map at least three quick wins for you on the call, you walk away with a written referral to a more relevant specialist. No charge, no hard feelings.

Book the call. Keep the roadmap.

Thirty to forty-five minutes. We deliver your The AI Gap Analysis, free within a week.

Book a 30 minute call