For DTC ecommerce founders + Head of Growth ($5M-$50M revenue)
Where AI compounds for DTC operators.
We help DTC founders find the three to five levers where AI produces real per-customer returns — Klaviyo flow architecture, attribution platform interpretation, subscription lifecycle, quiz-as-acquisition, multi-language translation — and build the coordinated agent system that runs them. Three engagement tiers from $10,000 assessment to $15,000-$25,000/month embedded fractional CMO. You own everything we build.
Why this is different
DTC at the $5-50M band has a structural shape no enterprise vendor addresses.
You are running a lean operation — founder-engaged, fast iteration cycles, no enterprise stack budgets. Klaviyo + Shopify Plus + Triple Whale + Recharge is the common backbone. The team is small; the swarm needs to compound across functions. Enterprise vendors (Salesforce Marketing Cloud, Adobe) over-shoot the scale; agencies are media-buying-heavy and miss the infrastructure layer.
AI changes the unit economics — but only when integrated with the specific DTC stack you already run. Generic AI agencies miss the integration; enterprise vendors miss the scale fit. We sit in between — operator-grade AI infrastructure built for DTC at the $5-50M band.
Five levers
The use cases where AI compounds for DTC operators.
Not every DTC brand has every lever. The assessment names which two or three matter most for your specific operation, in what order, with what governance.
Klaviyo flow architecture (build + optimization)
Klaviyo flows are the lifecycle backbone of most DTC operations. Generic agency builds miss native segmentation depth + predictive analytics + flow-builder architecture optimization. The difference between generic Klaviyo and operator-grade Klaviyo is 2-3x lifecycle revenue.
Fit: Universal for DTC brands using Klaviyo. Both greenfield builds and already-have-flows-need-optimization buyer states.
Attribution platform interpretation (Triple Whale / Northbeam / Rockerbox)
Attribution platforms generate dashboards. They do not generate insight. AI agent reading vendor dashboards + producing weekly narratives + flagging anomalies + recommending actions closes the gap between data + decisions.
Fit: DTC brands with established attribution platforms who under-utilize the data.
Subscription lifecycle + preemptive save flows
Subscription DTC has distinct lifecycle stages — first delivery, second-month engagement, renewal window, pause/skip, win-back. Generic transactional flows miss the subscription model entirely. Preemptive save flows triggered on churn-prediction signal recover customers before they click cancel.
Fit: Subscription DTC (consumables, subscription boxes, food, beauty).
Quiz-as-acquisition swarm
Quiz-driven acquisition (skincare, supplements, fashion, mattresses) is a high-leverage top-of-funnel. AI-driven skip-logic + result-page personalization + Klaviyo handoff + drop-off detection beats Octane AI generic templates. Whitespace position.
Fit: DTC brands in quiz-friendly categories.
Brand-voice-gated multi-language translation
International expansion via Crowdin / Lokalise / Smartling produces machine-translated copy that loses brand voice. Premium positioning suffers in non-English markets. Brand-voice gate per translation + cultural adaptation closes the gap.
Fit: DTC brands expanding internationally.
Productized SKUs
Specific engagements built for DTC operations.
When a lever is high-confidence, deploy a productized SKU directly. Each one ships in a defined timeline at fixed pricing — you own every artifact at the end.
Cross-Domain Data Integration Engine
Unify marketing + operations + financial data into one queryable joined dataset per location. Multi-source ingestion + schema reconciliation + identity stitching + cross-domain query interface. The foundation layer for measurement, attribution, churn forecasting, and ROI defensibility.
$30,000–$50,000 · 8 weeks · P164
Full SKU catalog under construction. The above are the highest- priority engagements from the 108-SKU strategic framework.
Frequently asked
- Are you targeting founders or VPs of Growth?
- Both. Founder-Head-of-Growth combos are common at DTC scale; we engage at either. The Tier 3 Fractional CMO sub-variant for DTC is specifically founder-shape (weekly creative-thesis review, hypothesis-driven feedback loops, fast iteration cycles) per memory framework.
- What revenue range is the right fit?
- $5M-$50M revenue band. Below $5M, the productized SKUs are typically beyond budget; we recommend the Tier 1 Assessment for direction-setting. Above $50M, enterprise vendors and in-house teams typically build custom; we can engage but the cost-benefit math shifts.
- Do you compete with our existing DTC agency?
- Probably not. Most DTC agencies are media-buying-heavy (paid social + paid search execution). We are AI-infrastructure-heavy (the swarm + the data layer + the lifecycle). Many DTC operations run both — agency on the paid side, Completions on the swarm side.
- What about Shopify Plus brands specifically?
- In scope. Shopify Plus is the most common platform we see at the $5-50M band. Klaviyo + Shopify Plus + Triple Whale + Recharge (for subscription) is a common stack we plug into.
- International expansion timing?
- Multi-language translation (P242) is a productized SKU when you are ready. Most DTC brands wait until US revenue is established before expanding; we can engage at either pre-expansion (build the infrastructure) or post-launch (fix the translation quality).
Find out where AI actually compounds for your DTC operation.
Book a 30-minute intro. No pitch deck. Same person reads every submission and replies within one business day.