ecommerce_ops · ecommerce · workflow
Nosto Audience Builder: AI-powered customer segmentation for personalized commerce experiences
Retailers lacked a targeted way to identify the right customer segments and personalize on-site and offsite experiences, leaving revenue opportunities untapped with untargeted campaigns.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Build audience segments
Merchants create custom audience segments based on factors including category and brand affinity, traffic source, transactional data, and lifecycle stage.
Tools used
Nosto
Outcome
Customers using Nosto's Audience Builder report a 4x increase in CVR, a 100% increase in category page conversions, and a 28% increase in click-through rate for top segments.
Results
Volume4x
Grounding & classification
Source type: generic use case
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personalizationpredictive analyticsrecommendation systemproduct catalogmetric backedtools describedecommerceretailconversion increaserevenue increasegeneric use caseecommerce opsmarketing opsdata sync enrichmentextract classify route