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Use case · Conversion

AI personalisation tools.

44 apps assigned to this use case by a written definition. 20 of them are built mainly for this job. Filter by type, the platforms they work with and pricing.

tools listed
44
built mainly for this job
20

44 tools

Showing 1 to 20 of 44, ordered by main purpose first

How results are ordered

Tools whose main purpose is this job come first, then tools where it is a documented feature. Alphabetical within each. This is not a ranking of quality.

There are no paid placements on use-case pages, and no ratings.

  1. Shopify app that shows AI-driven product recommendations, upsells and cross-sells on product and cart pages, with manual override rules.

    Main purposeAdds automated upsell and cross-sell recommendation widgets on Shopify cart and product pages with manual merchandising overrides.

    • Shopify logoShopify
    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  2. AI product recommendations and site search for online shops, with merchandising rules, email recommendation blocks and revenue reporting.

    Main purposeGenerates upsell and cross-sell product recommendation widgets across PDP, cart, and checkout with merchandising rules.

    • Shopify logoShopify
    Pricing
    Paid
    Price
    From $99 a month
    Free plan
    No
    Free trial
    No
  3. Shopify app that uses large language models to generate product recommendations, cart upsells, bundles and post-purchase offers, with revenue attribution reporting.

    Main purposeProvides LLM-based cross-sell and upsell product recommendation widgets on Shopify PDPs.

    • Shopify logoShopify
    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  4. Bloomreach's Loomi AI platform personalises email, SMS, web and mobile messaging, runs ecommerce site search and offers marketing and shopping agents.

    Main purposePersonalization and merchandising stack with AI-driven segmentation and on-site experience tuning across Engagement, Discovery and Content.

    • Shopify logoShopify
    Pricing
    Not recorded
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  5. Retail marketing platform that combines customer and product data to run personalised email, SMS, site and paid media campaigns plus AI shopping agents.

    Main purposeDecides which product to show which shopper onsite, replacing onsite personalization solutions.

    Pricing
    Not recorded
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  6. Enterprise personalisation platform that delivers product recommendations, audience targeting, on-site search and A/B testing across web, app and other channels.

    Main purposeRuns algorithmic onsite personalization with product recommendations, segmentation and A/B testing from a decisioning layer.

    Pricing
    Not recorded
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  7. Shopify app that shows visually similar product recommendations on product pages and feeds personalised picks into Klaviyo emails.

    Main purposeSurfaces visual-similarity product recommendation modules on product pages of the store.

    • Shopify logoShopify
    Pricing
    Free plan and paid plans
    Price
    From $29 a month
    Free plan
    No
    Free trial
    Yes
  8. AI personalisation platform for Shopify stores covering product recommendations, checkout upsell, search personalisation, merchandising, AI product photos and inventory forecasting.

    Main purposePersonalized recommendation, upsell and cross-sell widgets across Shopify storefront, cart and checkout.

    • Shopify logoShopify
    Pricing
    Free plan and paid plans
    Price
    From $19.99 a month
    Free plan
    No
    Free trial
    No
  9. Customer engagement platform combining a CDP, AI personalisation, site search and journey orchestration across web, email, SMS, WhatsApp and app channels.

    Main purposePersonalizes onsite and in-app experiences and builds predictive segments from unified customer profiles.

    Pricing
    Not recorded
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  10. AI personalisation platform for Shopify, BigCommerce and SHOPLINE stores offering product recommendations, upsells, bundles, segmentation and email or SMS campaigns.

    Main purposeRearranges storefront placements and serves personalized recommendations, upsells and cross-sells per visitor.

    • Shopify logoShopify
    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  11. Shopify app that reads which Meta ad brought each shopper and reshapes the homepage, collection, product page, recommendations and AI chat around that ad's angle.

    Main purposeAdjusts product recommendations, cross-sells and upsells and reorders PDP/collection pages based on live shopper behavior.

    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  12. Commerce experience platform providing AI personalisation, on-site search, category merchandising, recommendations and agentic assistants for online stores.

    Main purposeProvides predictive product recommendations, category merchandising and shopper-specific content across PDP, cart and category pages.

    • Shopify logoShopify
    • BigCommerce logoBigCommerce
    • Salesforce Commerce Cloud logoSalesforce Commerce Cloud
    • commercetools logocommercetools
    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  13. nuli

    App

    AI platform offering product and content recommendations, with a Shopify app that shows personalised recommendations to shoppers.

    Main purposeDeploys behavior-based cross-sell and discovery recommendation widgets on product, cart and collection pages.

    • Shopify logoShopify
    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  14. Shopify app that personalises product recommendations, upsells and merchandising displays in real time using shopper behaviour data.

    Main purposeMatches shopper behavior to SKUs and serves recommendation units and automated merchandising on category, product and cart pages.

    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    Yes
    Free trial
    Yes
  15. Product recommendation quiz platform for Shopify stores that suggests matching products, captures email and SMS opt-ins and syncs quiz data to Klaviyo.

    Main purposeBuilds product-finder quizzes with SKU-level recommendation rules that route shoppers to matching products.

    • Shopify logoShopify
    Pricing
    Not recorded
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  16. Shopify app that adds AI product recommendation widgets and semantic on-site search trained on a store's catalogue, orders and shopper behaviour.

    Main purposePlaces AI-driven upsell and cross-sell recommendation widgets across storefront, checkout, and account pages.

    • Shopify logoShopify
    Pricing
    Paid
    Price
    From $29.99 a month
    Free plan
    No
    Free trial
    No
  17. Personalisation platform with AI product recommendations, A/B testing, dynamic landing pages, on-site messaging, email and chat driven by one visitor profile.

    Main purposeServes product recommendations, dynamic banners and per-segment landing pages onsite.

    Pricing
    Free plan and paid plans
    Price
    From $29 a month
    Free plan
    No
    Free trial
    Yes
  18. Personalisation platform for Shopify stores offering AI product recommendations, smart cart, bundles, search, checkout and post-purchase upsells and A/B testing.

    Main purposeRecommendations, upsells and cross-sells across product pages, cart, checkout and post-purchase with A/B testing.

    • Shopify logoShopify
    Pricing
    Free plan and paid plans
    Price
    Not recorded
    Free plan
    Yes
    Free trial
    Yes
  19. AI personalisation platform for online stores providing product recommendations, semantic site search, a conversational shopping assistant and email/SMS campaign connectors.

    Main purposeServes contextual product recommendations and automates merchandising across category, PDP, and cart surfaces.

    Pricing
    Paid
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  20. Retail AI platform that creates styled outfit and bundle recommendations, generates product imagery and enriches catalogue data for online retailers.

    Main purposeGenerates shoppable outfit and room bundles with complete-the-look modules embedded on PDP and cart, which is onsite merchandising and cross-sell recommendation.

    Pricing
    Not recorded
    Price
    Not recorded
    Free plan
    No
    Free trial
    No

From the ecommerceguide dataset

Personalisation tools in numbers

Calculated from all 44 tools on this page's list. Percentages are of the group named.

Tools listed
44
Built mainly for this job
20 45%
Apps with a free plan
3 7%

Works with

Where a listing names the platform. A count of listings, not of usage.

How tools are assigned to a use case

What this page includes

Personalises what a shopper sees on the store: product recommendations, personalised merchandising, dynamic content, onsite segmentation, upsell and cross-sell recommendations.

Not included: Email or SMS personalisation only. Site search. Pop-up builders with no personalisation logic.

How the assignment is made

Each use case has a written definition of what qualifies and what does not. A language model (Claude) reads each tool's listing, its summary and, for MCP servers, the verified integrations and tasks, and assigns it only where the definition fits. It sees no earlier assignments. 670 tools were classified, most recently in Sept 2026.

Main purpose or a feature

“Main purpose” means doing this job is what the tool is for. “A documented feature” means a named feature does the job but the tool's main purpose is something else. Anything weaker is left out. A tool can appear in at most three use cases.

What has to be true first

A tool appears here only once it is listed in its own section: MCP servers after their repository or documentation is verified, apps after their site and listing are reviewed. A use case gets its own page only with at least 10 such tools.

What the facts show

For apps, the pricing model and free plan or trial as recorded from the app's pricing page. For MCP servers, how they run, how they authenticate and who maintains them. “Works with” for apps comes from the listing's own text and is not a tested integration.

Order and corrections

Main-purpose tools first, then alphabetical. No paid placements and no ratings. Corrections: hello@ecommerceguide.com.