Reduce Merchandising
and Support Effort

ConversionBox reduces the manual work required to manage product discovery and pre-purchase support by answering shopper questions automatically and learning from real buying behavior.

30–50% less
merchandising
ConversionBox
Higher customer
satisfaction

Product Discovery does not Scale. Human Effort Fills the Gap.

Most operational effort exists not because teams are inefficient, but because:

Shopper Problem
FRICTION 01

Merchandising teams manually explain product differences

FRICTION 02

Support teams answer the same pre-purchase questions repeatedly

FRICTION 03

Product differences are explained by humans instead of the site

FRICTION 04

Shoppers escalate basic questions instead of self-serving

FRICTION 05

Human intervention is required before confidence is formed

ConversionBox Replaces Manual Merchandising and Support with Automated Guidance

Learns automatically from shopper behavior

Merchandising improves based on real searches, clicks, and outcomes without constant manual rule updates.

Deflects pre-purchase questions at the source

Shoppers get answers during discovery instead of escalating basic questions to support teams.

Reduces manual merchandising intervention

Product guidance adapts dynamically, removing the need for frequent filter tuning and category adjustments.

Scales product knowledge without scaling teams

Consistent explanations live on the site, not with individual merchandisers or support agents.

0% 100%

Fewer support escalations. More automation at scale.

3 Core Capabilities That Drive Conversion

Product Page AI Assistant

AI Merchandising

Automates product discovery without manual rules

ConversionBox AI Merchandising learns from shopper behavior and automatically adjusts rankings and relevance. Merchandising adapts on its own as demand, inventory, and intent change. This eliminates ongoing maintenance work and prevents discovery issues from becoming operational overhead.

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AI Shopping Assistant

Product Page AI Assistant

Deflects pre-purchase questions before they reach support

ConversionBox Product Page AI Assistant answers common clarification questions about fit, specs, compatibility, and usage directly on product pages. Resolving uncertainty during evaluation prevents shoppers from escalating basic questions to chat, email, or tickets.

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Smart Filters

Smart Filters

Reduces filtering complexity and merchandising intervention

ConversionBox Smart Filters adjust based on real shopper behavior. Merchandising teams stop manually tuning filters and category logic. Shoppers narrow options correctly, reducing misnavigation and support escalations.

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How it comes together:

From Manual Effort to Automated Discovery

Eliminate Search Frustration

Results eCommerce business see

50%

Reduction in manual merchandising effort

40%

Fewer pre-purchase support tickets

25%

Less time spent maintaining filters and rules

60%

Product questions resolved without support

Built to launch fast

No website rebuild required

Seamless

Works with existing product data

Compatible

Quick integration with ecommerce platforms

Plug & Play

Launch in days, not months

Rapid

Full control for ecommerce teams

Self-Serve

SKU-based pricing. No surprise billing.

Transparent

Why Users Love ConversionBox