History
The AI part is new. The company is not.
Before Bamboo Digital built agentic systems, it spent years inside other people's stores as a growth firm for Shopify Plus merchants, writing the code that found them money. That is the same job, and it is why the method looks the way it does.
The arc
Four moments, in order.
- Before this
A growth firm for Shopify Plus merchants.
The prior site put it in one line: "a growth hacking firm is trusted by Shopify Plus Merchants". Not a design shop. The work was technical and it was measured.
- The four services
Scripts, media, conversion, speed.
Shopify Scripts, paid media, conversion rate optimization, and speed optimization, with the speed work aimed at the 3G mobile experience rather than a desktop score. The common thread was never taste. It was finding money already sitting inside somebody's store and going after it with code.
- 2022
Working merchants' goals, a year at a time.
That site still reads "Execute Your 2022 Goals", which is what dates this era. Its case studies were specific: Shopify Scripts that helped Nest Bedding save over $20k a month, and conversion work that lifted Barbell Apparel's new customer acquisition by over 40%. Those are the figures as published then, for engagements of that period.
- 2026
The same job, a new set of tools.
Writing a business down so software can act on it is what the Shopify work always was: fitment rules in a script, offer logic in a checkout, speed budgets in a theme.
What changed is that AI can now read those written rules and draft the work itself. So the practice moved to agentic knowledge bases and the workflows that read them.
Who the work was for
Brands that ran on this.
The Shopify-era client roster, as published on Bamboo Digital's previous site. These were engagements of that period, not current ones, and they are listed here because the work is a matter of public record rather than a claim you have to take on faith.
- Barbell Apparel
- Master & Dynamic
- Moon Juice
- Nest Bedding
- EVO Gimbals
- Elwood
- Clae
In their words, then
What they said at the time.
well over 100% increase from the previous years benchmark
identified SERIOUS shortfalls in our Adwords & FB accounts
tremendously helpful setting up a script for our Black Friday/Cyber Monday
transparency and honesty comes through from the first interaction
complete transparency in the work they do
made it easy for us to adjust the code on the fly
Quoted from Bamboo Digital's previous website, where these testimonials were published during the Shopify era. They are reproduced as written, including the emphasis, and none has been edited to read better.
Why this matters now
A knowledge base is a script you can read.
The through line is not a pivot story. A Shopify Script encodes one rule the owner knows and the platform does not.
An agentic knowledge base encodes all of them, in plain files, so a capable model can act on the whole business instead of one checkout. Same instinct, wider surface, and the same insistence on checking the work before it ships.
Now
What the practice does today.
One month to write the business down, then the workflows that read it. The e-commerce work never stopped mattering, it just stopped being the only thing the tools could reach.