A brand built
from the inside.
Automotive apparel, custom ecommerce and the operations behind the storefront. ClutchCloth is our own business, and a practical source of lessons we bring to digital work.
The details do the work.
A recognisable collection.
Consistent product imagery and a clear hierarchy make the collection easier to scan.
More than a catalogue.
Creator stories give the apparel context and connect the store to the community behind it.
The work
Brand and product design, storefront development, supplier coordination and ecommerce operations.
The environment
A Shopify storefront, with marketplace experience on Amazon and Etsy.
The learning
Traffic alone does not tell the whole story. Commercial decisions need context, cost and conversion data.
A useful case study.
With the context intact.
The published analysis compares a paid advertising period with a later organic period. It reports higher revenue and lower traffic in the later period.
That is an observation, not proof that turning off advertising caused revenue growth. Seasonality, repeat customers, product mix and the time windows also matter.
Read the original analysisBuilt and operated by Nagi.
- Owned venture, not a third-party client engagement
- Custom Shopify storefront and product design
- Ongoing operational learning
- WillowStone Marketing supported social media and paid ads during the campaign period
Traffic fell by half. Revenue nearly doubled.
Nothing about the store changed in that window. Same products, same storefront, same person answering the email. Half as many people arrived and a quarter more of them bought, which makes this a fact about who was showing up rather than anything we did to the site. The Field Note works through why; this page is what it cost us to find out.
The lifetime numbers look bad, and that is the interesting part.
A 0.15% lifetime conversion rate is the kind of number most businesses would never put on their own website. It is here because the average is dragging a year of traffic we paid for behind it, and a number that misleads you about your own store will mislead you about a client’s. Working out which half of a denominator is lying to you is most of what a store audit turns out to be.
Judge a channel by orders per thousand sessions, not by sessions.
Paid social sent us many times the traffic organic did, and produced fewer orders per visitor. That one ratio would have changed our decisions a year earlier if we had been watching it. It is the first thing we look at in anyone else's analytics now.
The rest of what we take from it is not analytics at all. We designed the products, negotiated the supply, handled the inventory and fulfilment, and answered the email when something arrived wrong. A storefront reads differently once you have had to operate one.
- Product design
- The collection we thought would sell and the collection that sold were not the same list. We found that out by ordering both.
- Supply and fulfilment
- Variant names that made sense in a spreadsheet stopped making sense at a packing table. Now we name them for whoever picks the order.
- Customer service
- The returns policy only got written properly after the first thing arrived wrong. That is the page most stores launch without.
- Three channels at once
- Shopify, Amazon and Etsy each want the same catalogue described their own way. Deciding which one holds the truth is a decision, not a setting.
Organic did not beat paid. Showing up in person did.
Through 2025 we stood behind a table at pop-up shops, car meets and local events, talking to people who own the cars on the shirts. Shopify gave that work no credit whatsoever, and it is the single largest thing this case study cannot prove. The mechanism is in the Field Note. What belongs on this page is simpler: the table was the work, and the table does not appear in any dashboard we own.
So we will not claim organic beat paid. We will claim that we were in the room, and that the searches came afterwards.
We would rather show you our own scars than someone else's logo.
This is not a client case study and we are not going to dress it up as one. It is our own store, our own spend, and a mistake we made for about a year before the numbers convinced us otherwise. What is on services and websites comes out of work like this rather than a playbook.
The full working, including what we would fix first and in what order, is in the Field Note.
Want a store built by
someone who runs one?
Tell us what you sell and where you sell it. We have already made the expensive mistakes on our own money.