Claude AI for e-commerce teams running more SKUs than people can handle.
E-commerce operations live in the gap between catalog growth and team size. Product content, ad creative, lifecycle messaging, and customer questions all scale faster than headcount. We build the systems that close that gap: prompt engines tuned to your brand voice, performance marketing variants at scale, and dashboards that show what is actually working.
Why this is hard right now
E-commerce work compounds in volume in a way other industries do not. Every new SKU is a description, a set of variants, an ad, an email, a help-center entry, and a return policy edge case. Every new ICP doubles the creative surface. Every new channel splits attention again. The teams that ship through this stage are not the ones with more headcount; they are the ones with the right systems.
Most operators have tried generic AI content tools and bounced off them. The output sounds like every other AI-written brand, the workflow does not fit the way merchandising and marketing actually hand off work, and there is no quality bar built in. The result is more bad content, faster, which is worse than the original problem. The fix is not a better tool. It is a tuned system: brand voice, editorial workflow, quality controls, and the integration into your stack so output does not stop at the draft.
Our work is to build that system. Brand voice prompt engines tuned to your existing best work, production workflows for catalog and lifecycle and ad surfaces, and the dashboards that show what is moving the number. Shipped on a fixed-fee scope with a documented handoff so your team owns the surface after we leave.
What we do for e-commerce teams
Four engagements that match how e-commerce teams actually scale. Scoped, fixed-fee, with a documented handoff.
Marketing & Content Operations
Brand voice prompt systems, product content at scale, lifecycle email automation, and multi-channel adaptation. One source narrative reshaped into every surface your team needs to ship, on the cadence your roadmap actually requires.
See the engagementCustom Web Apps & SaaS
Custom dashboards, attribution layers, and internal tooling for catalog ops, content ops, and customer service teams. The internal product surface that lets a small team operate like a much larger one.
See the engagementData & Analytics Intelligence
Claude-powered narrative on top of your BI tools so weekly metrics, cohort analysis, and exec summaries write themselves. Numbers stay deterministic from your source of truth; the prose becomes consistent and on-brand.
See the engagementWorkflow Integration
Claude built into how your team handles product launches, ad creative iteration, and customer ops. The handoffs between merchandising, marketing, and CX get tightened so launches actually ship on the date on the calendar.
See the engagementReal outcomes from e-commerce engagements
Representative work with e-commerce and high-volume content operators. Names anonymized; outcomes verified.
75%
reduction in content production time
Content at Scale
A high-volume mobile gaming operator cut content production time by 75% after we built a Claude-powered content engine tuned to their voice and editorial standards. The same pattern, brand voice prompt system plus production workflow plus quality review, applies directly to e-commerce catalog content, lifecycle email, and ad creative variants.
Analogous high-volume content12 ICPs
from one source narrative
Performance Marketing at Scale
A performance marketing client needed to address twelve distinct ideal customer profiles from a single source narrative without the message getting diluted or the team burning out. We built a prompt system that adapts copy, hooks, and creative angle to each ICP while preserving the underlying positioning. Output volume went up substantially and approval cycles got faster.
E-commerce$2M+
monthly affiliate revenue tracked
Affiliate Tracking Dashboard
A direct-response operator needed real-time visibility into more than $2M of monthly affiliate revenue across multiple programs. We built a custom dashboard that consolidates the data, surfaces the partners and offers that are actually working, and writes the weekly summary in their voice. The same architecture pattern applies to attribution, catalog ops, and CX intelligence dashboards.
E-commerceQuestions e-commerce leadership asks
Drawn from actual founder, head of marketing, and ops conversations.
Get the systems your catalog and channels need.
Book a 30-minute discovery call. We will walk through where your content and ops surface is today, where it is breaking under volume, and which systems are worth building first. You will leave with a clear next step, whether or not we end up working together.
Book a discovery call