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Tolstoy vs Rep AI

TolstoyRep AI

Bottom line: Tolstoy for dTC and Shopify brands; Rep AI for shopify merchants focused on conversion rate.

TolstoyTolstoy

AI-native shoppable video and shopping-agent platform for ecommerce

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Rep AIRep AI

24/7 AI sales and support agent for Shopify stores

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Votes00
PricingFreemiumPaid
CategoryEcommerceEcommerce
Tags
shoppable-videoai-shopping-agentshopifyconversion-optimizationdtc
shopifyecommerce-chatbotai-sales-agentconversion-optimizationcart-recovery
Best for
  • DTC and Shopify brands
  • Small and mid-size ecommerce
  • Interactive video experiences
  • Shopify merchants focused on conversion rate
  • Stores wanting combined AI sales and support
  • Brands with abandoned-cart recovery goals
Pros
  • AI-native shoppable video plus shopping agent
  • Tight Shopify integration and easy setup
  • Free plan to start
  • Interactive experiences without heavy dev work
  • Integrations with Klaviyo, Meta, and Google
  • Native Shopify integration with real-time catalog awareness
  • Combines AI sales, support, and insights in one product
  • Proactive engagement and cart recovery aimed at conversions
  • Merchants report meaningful revenue attribution when tuned well
  • Free trial to validate against store metrics
Cons
  • Impression-based pricing scales with traffic
  • Advanced features gated to higher tiers
  • Best value tied to Shopify ecosystem
  • High-traffic stores need cost modeling
  • Newer AI-agent features still maturing
  • Shopify-exclusive, so not usable on other platforms
  • Pricing scales with session volume and catalog size
  • Overage charges can accumulate during traffic spikes
  • Higher-value AI sales agent features carry premium pricing
  • Results depend heavily on tuning to your catalog

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