Published
Feb 21, 2026
Category
SEO
Industry
DTC Fashion E-commerce

Introduction

SEOJetty implemented an AI-driven recommendation engine for a US DTC fashion brand, resolving low retention. Within 12 months, we successfully doubled repeat purchase rates and increased Customer Lifetime Value (CLV).

Client Overview

A US-based mid-market DTC fashion e-commerce brand (20-100 employees) selling contemporary apparel and seasonal collections.

The Challenge

The brand struggled with high one-time buyer volume, inefficient inventory forecasting, generic product recommendations, and a CLV lagging below industry benchmarks.

Goals & Success Metrics

Double repeat purchase rates and significantly increase CLV within 12 months using personalized AI recommendations.

Strategy

We transitioned the brand from manual merchandising to a predictive AI model. Rationale: AI instantly captures fast-moving seasonal trends and matches personal style preferences, turning costly one-time buyers into high-LTV loyalists.

Execution

  • Phase 1: Deployed an AI product recommendation engine in emails.
  • Phase 2: Launched dynamic look-alike recommendations and size/fit personalization to reduce returns.
  • Phase 3: Integrated predictive demand modeling and abandoned browse recovery.

Measurement & Attribution

Success was measured via repeat purchase rate tracking, CLV analysis, email revenue attribution, and inventory turn optimization. (Limitation: Multi-device browsing slightly fragmented exact email attribution).

Results

  • Repeat Purchase Rate: 2x increase (12 months).
  • CLV: Significant growth.
  • Inventory: Reduced overstock through predictive demand forecasting.
  • Engagement: Improved email conversion rates.

The Turning Point

Shifting from generic seasonal email blasts to size-personalized, dynamic new arrival alerts dramatically spiked repeat conversions.

Lessons Learned

  • AI sizing personalization directly protects profitability.
  • Predictive modeling prevents seasonal overstock.
  • Behavior-based triggers outperform generic promotions.

What’s Next

Expand the AI recommendation engine into automated SMS campaigns over the next 90 days.

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