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Constructor vs Lily AI: Which E-commerce AI Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Constructor
Constructor
Leads 1/9
Rating
,
Reviews
0
From
Custom

in E-commerce AI

Lily AI
Lily AI
Rating
,
Reviews
0
From
Custom

in E-commerce AI

Jump to scorecard Ask SIA

The Short Answer

Constructor vs Lily AI, in 15 seconds

Choose Constructor if…

  • You want deeper AI and automation features

Choose Lily AI if…

  • You prefer Lily AI's approach and ecosystem

Head-to-Head Scorecard

How Constructor and Lily AI score

Constructor leads on 1 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Constructor
    No reviews
    Lily
    No reviews

  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Constructor
    0
    Lily
    0

  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Constructor
    Custom
    Lily
    Custom

  • Free Access

    Availability of a free plan and/or free trial

    Even
    Constructor
    Paid only
    Lily
    Paid only

  • Integrations

    Number of listed third-party integrations

    Even
    Constructor
    6
    Lily
    6

  • Features

    Number of listed product capabilities

    Even
    Constructor
    6
    Lily
    6

  • AI Features

    Capabilities mentioning AI, automation or ML

    Constructor
    Constructor
    2
    Lily
    ,

  • Security & Compliance

    Number of listed compliance certifications

    Even
    Constructor
    2
    Lily
    2

  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Constructor
    4
    Lily
    4

Feature Comparison

Constructor vs Lily AI feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Constructor
Lily AI
Overview
User rating
,
,
Pricing model
Custom
Custom
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
AI product searchRecommendationsAI shopping agentMerchandisingA/B testingMerchandising controls
Product attribute enrichmentSEO and site search upliftDemand forecasting inputsCatalog consistencyA/B testingMerchandising controls
AI features
AI product searchAI shopping agent
,
Integrations & API
Integrations
ShopifySalesforce Commerce CloudAdobe CommerceBigCommerceKlaviyoGoogle Analytics
ShopifySalesforce Commerce CloudAdobe CommerceBigCommerceKlaviyoGoogle Analytics
Public API
Platforms
Deployment
CloudSaaS
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2GDPR
SOC 2GDPR
Vendor
Company
,
,
Verified
Founded
2015
2015
Headquarters
San Francisco, California, USA
Mountain View, California, USA

Pricing Comparison

Constructor vs Lily AI pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Constructor

Custom to start
ProCustom
  • Integrations
  • AI product search
  • Higher usage limits
  • Email support
EnterpriseCustom
  • Merchandising
  • Everything in Pro
  • AI shopping agent
  • Dedicated support

Lily AI

Custom to start
ProCustom
  • SEO and site search uplift
  • Integrations
  • Email support
  • Product attribute enrichment
EnterpriseCustom
  • Everything in Pro
  • Demand forecasting inputs
  • SSO and admin controls
  • Dedicated support

Total cost of ownership factors

Free planConstructor Lily
Free trial to evaluateConstructor Lily
Transparent published pricingConstructor Lily
Public API (build vs. buy add-ons)Constructor Lily

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Constructor vs Lily AI: strengths and trade-offs

Constructor

Pros

  • Compliance: SOC 2, GDPR
  • Stronger AI / automation features
  • Public API available

Cons

  • No free plan
  • No free trial
  • Pricing is quote-based (less transparent)

Lily AI

Pros

  • Compliance: SOC 2, GDPR
  • Public API available

Cons

  • No free plan
  • No free trial
  • Pricing is quote-based (less transparent)

Buyer Fit

Who should use Constructor vs Lily AI?

Startups

Either

Either keeps early-stage costs lowest with its entry tier.

Small businesses

Either

Either offers the most accessible pricing for lean teams.

Agencies

Either

Either connects to more tools for multi-client workflows.

Enterprises

Either

Either leads on compliance and breadth for complex needs.

Ecommerce

Constructor

Constructor integrates with more of the commerce stack.

SaaS companies

Constructor

Constructor is the more developer- and automation-friendly choice.

Integration overlap

Shared integrations (6)

ShopifySalesforce Commerce CloudAdobe CommerceBigCommerceKlaviyoGoogle Analytics

Only in Constructor (0)

Only in Lily AI (0)

Keep Exploring

Other alternatives worth considering

Similar e-commerce ai products buyers compare alongside Constructor and Lily AI.

Octane AI

Octane AI

$50/mo
Rep AI

Rep AI

Custom
Klevu

Klevu

Custom
Syte

Syte

Custom
Nosto

Nosto

Custom
Bloomreach

Bloomreach

Custom
More Constructor alternatives →More Lily AI alternatives →

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs Constructor and Lily AI against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

Get a personalised recommendation

Constructor vs Lily AI, Frequently Asked Questions

What is the difference between Constructor and Lily AI?

Constructor and Lily AI are both E-commerce AI solutions. Constructor is rated 0.0/5 by 0 users, while Lily AI is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

Which is better, Constructor or Lily AI?

Based on user ratings, Constructor scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

Which is cheaper, Constructor or Lily AI?

Both products have custom pricing. We recommend contacting both vendors for a quote tailored to your team size.

Does Constructor or Lily AI have a free plan?

Neither Constructor nor Lily AI currently offers a free plan, but both offer paid plans with various tiers.

Can I switch from Constructor to Lily AI?

Switching between Constructor and Lily AI is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

Who should use Constructor vs Lily AI?

Constructor is best suited for teams that prioritise enterprise features. Lily AI works well for teams needing advanced capabilities.

Our Verdict

The bottom line on Constructor vs Lily AI

Best Overall

Either

It's a tie balances user satisfaction and proven adoption.

Best for Startups

Either

It's a tie has the friendliest entry point for new teams.

Best for Enterprise

Either

It's a tie leads on compliance and feature breadth.

Best Value

Either

It's a tie delivers the lowest cost to get started.

Best AI Features

Constructor

Constructor ships more AI and automation.

Highest Rated

Either

Both earn equal user ratings.

Ready to decide between Constructor and Lily AI?

Visit Constructor Visit Lily AI Ask SIA
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