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Tolstoy vs Constructor

TolstoyConstructor

Bottom line: Tolstoy for dTC and Shopify brands; Constructor for enterprise and mid-market ecommerce retailers.

TolstoyTolstoy

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

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ConstructorConstructor

AI-native ecommerce search and product discovery platform

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Votes00
PricingFreemiumPaid
CategoryEcommerceEcommerce
Tags
shoppable-videoai-shopping-agentshopifyconversion-optimizationdtc
ecommerce-searchproduct-discoverypersonalizationrecommendationsretail-ai
Best for
  • DTC and Shopify brands
  • Small and mid-size ecommerce
  • Interactive video experiences
  • Enterprise and mid-market ecommerce retailers
  • Teams prioritizing conversion-optimized search
  • Retailers with large catalogs and high traffic
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
  • AI-native reasoning engine focused on intent and outcomes
  • Recognized as a leader by major analyst evaluations
  • Personalizes across search, browse, autosuggest, and recommendations
  • Optimizes for business metrics like conversion and revenue
  • Continuously learns from shopper interactions
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
  • Pending Adobe acquisition introduces roadmap uncertainty
  • Enterprise-oriented with custom, unpublished pricing
  • Free option is limited in features
  • Integration and onboarding require significant effort
  • Best value concentrated in larger catalogs and traffic

Comparison generated from each tool's listing. Add or remove tools above to change it.