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
Active filters
24 tools match your filters
Showing 1 to 20 of 24, 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.
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
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Aqurate
AppAI 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
- Pricing
- Paid
- Price
- From $99 a month
- Free plan
- No
- Free trial
- No
Bitrecs
AppShopify 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
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Bloomreach
AppBloomreach'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
- Pricing
- Not recorded
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
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
- Pricing
- Free plan and paid plans
- Price
- From $29 a month
- Free plan
- No
- Free trial
- Yes
Glood.AI
AppAI 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
- Pricing
- Free plan and paid plans
- Price
- From $19.99 a month
- Free plan
- No
- Free trial
- No
LimeSpot
AppAI 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
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Nosto
AppCommerce 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
BigCommerce
Salesforce Commerce Cloud
commercetools
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
nuli
AppAI 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
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Octane AI
AppProduct 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
- Pricing
- Not recorded
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
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
- Pricing
- Paid
- Price
- From $29.99 a month
- Free plan
- No
- Free trial
- No
Rebuy
AppPersonalisation 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
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- Yes
- Free trial
- Yes
Adoric
AppShopify apps for product bundles, cart and post-purchase upsells, and email capture popups, with AI picking offers and rebuilding cart designs.
A documented featureDocumented feature surfaces upsell and cross-sell offers at checkout alongside targeted exit-intent campaigns.
Shopify
WooCommerce
- Pricing
- Not recorded
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
BIK
AppAgentic AI CRM for ecommerce brands that combines WhatsApp and Instagram marketing campaigns, AI helpdesk, product recommendations and customer data in one platform.
A documented featureDocumented popups, gamified capture flows and customer-data segmentation for campaign targeting.
Shopify
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
AI-powered search, filters, merchandising and recommendations for Shopify stores, with predictive bundles, pre-orders and back-in-stock alerts.
A documented featureDocumented recommendations personalised by session behaviour and purchase history, plus predictive bundles.
Shopify
- Pricing
- Free plan and paid plans
- Price
- From $29 a month
- Free plan
- No
- Free trial
- No
Shopify app that adds an AI search bar with image-based search, predictive suggestions and upsell offers on results pages.
A documented featureCross-sell and upsell blocks attach to search result pages.
Shopify
- Pricing
- Free
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Luigi's Box
AppAI site search, autocomplete, recommendations, product listing and search analytics for online stores, integrating with platforms such as Shopify and Magento.
A documented featureDeploys personalized recommenders on PDP, cart and checkout and reorders category listings by engagement.
Shopify
Shopware
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
M:AI Search
AppReplaces the built-in search in Shopify and WooCommerce stores with a semantic AI search engine and adds AI product recommendations.
A documented featureAlso provides AI product recommendations and inline product suggestions.
Shopify
WooCommerce
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Okendo
AppCustomer marketing platform for Shopify stores combining product reviews, loyalty points, referrals, quizzes and surveys, with AI review summaries and keywords.
A documented featureDeploys product recommendation quizzes on the store.
Shopify
- Pricing
- Paid
- Price
- From $19 a month
- Free plan
- No
- Free trial
- No
Shopify app for recurring subscriptions, product bundles and pop-ups, with AI suggesting subscription offers, bundle combos and cart recovery prompts.
A documented featureGenerates product bundle/cross-sell suggestions from order history and triggers behavior-based pop-ups.
Shopify
- Pricing
- Free plan and paid plans
- 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%
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.