Data Analytics & AI for eCommerce & DTC

Direct-to-consumer brands, Shopify stores, Amazon sellers, and multi-channel retailers.

We understand the unique data challenges and opportunities in the ecommerce & dtc space. Our solutions are built around your specific business model, competitive dynamics, and regulatory environment.

Get a Free Consultation

What eCommerce & DTC businesses struggle with

1Attribution across multiple marketing channels
2Cart abandonment and low conversion rates
3Inventory forecasting and demand planning
4Customer lifetime value optimization

How we solve them

Multi-touch attribution modeling
Conversion rate optimization and A/B testing
Predictive inventory and demand forecasting
Customer segmentation and LTV modeling

Results for eCommerce & DTC clients

AI + DATA·E-Commerce Operations Team

Demand Signal Model Improved Inventory Planning Decisions

The team needed a better way to see when demand was changing before stockouts or overbuying became obvious. We combined sales, marketing, and product-level signals into a forecasting workflow that flagged demand shifts and gave operators a cleaner planning view.

View all case studies →
18%Forecast error reduction
SKU-levelPlanning visibility
PAID SOCIAL·E-Commerce- Automobile Accessory

7.9X Return Built for an Automotive Accessories E-Commerce Brand

The original paid social opportunity was less about reach and more about finding the right buying triggers. We tested audience segments, creative angles, and retargeting paths so the campaign could improve around actual revenue signals. The work produced a more durable system with measurable impact, including 7.9X ROAS.

View all case studies →
7.9XReturn on ad spend
CreativeStructured testing
DATA SCIENCE·E-Commerce

Inventory Model Reduced Stockout Risk

An e-commerce retailer was struggling to balance inventory availability with cash tied up in slow-moving products. We built a demand model that combined historical sales, seasonality, promotions, and product category trends to improve purchasing decisions.

View all case studies →
21%Stockout risk reduction
16%Excess inventory reduction

Frequently asked questions — eCommerce & DTC

How do you track marketing attribution for eCommerce?
We implement server-side tracking, GA4, and custom attribution models to give you accurate revenue attribution across all channels — including paid, organic, email, and social.
Can you help reduce cart abandonment?
Yes. We analyze abandonment patterns, implement A/B testing, and optimize checkout flows to reduce abandonment and increase conversion rates.
Do you work with Shopify and WooCommerce?
Yes. We have extensive experience with Shopify, WooCommerce, Magento, and custom eCommerce platforms.