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 21 to 40 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.
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
Site search, merchandising, personalisation and product feed management for online stores, with AI assistants for shopper chat, feed optimisation and AI-platform syndication.
A documented featureDeploys AI product recommendations and category merchandising on the store.
- 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
Buywith
AppLivestream shopping platform for influencer-hosted live shopping events on a brand's own site, with AI-generated short video snippets cut from event recordings.
A documented featureDocumented feature personalizes which video clips a visitor sees using shopper behavior and catalog signals.
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Constructor
AppAI search, browse, recommendations and shopping agents for online retailers, ranking results from shopper behaviour and catalogue data.
A documented featureAlso delivers behavior-trained product recommendations and collections as documented modules.
- Pricing
- Not recorded
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Contentful
AppHeadless content platform for building and personalising websites and storefront content, with AI features for content workflows and a composable commerce use case.
A documented featureDocumented feature personalizes content variants by audience segment with AI-assisted recommendations.
- Pricing
- Paid
- Price
- Not recorded
- 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
Growthly AI
AppShopify app that adds subscriptions to any product and uses AI to build personalised recurring bundles with flexible delivery schedules.
A documented featureAssembles per-customer product bundles from browsing and purchase history signals.
- Pricing
- Paid
- Price
- From $79 a month
- 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
Miros
AppAI product discovery for retailers that reads shopper behaviour signals to surface relevant products across search, browse and recommendation surfaces.
A documented featureInfers intent from click and dwell behaviour to surface products on category pages.
- Pricing
- Paid
- 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
Rep AI
AppAI chat agent for online stores that detects shopper intent, answers product and order questions, recommends products and resolves support across web, email, social and WhatsApp.
A documented featureRecommends complementary SKUs pulled from Shopify catalog data during browsing.
Shopify
- Pricing
- Free plan and paid plans
- Price
- From $23 a month
- Free plan
- No
- Free trial
- No
Salesforce
AppEnterprise CRM platform with Commerce Cloud, Service Cloud and Agentforce AI agents covering B2C and B2B commerce, order management, marketing and support.
A documented featureCommerce Cloud provides predictive merchandising and unified shopper profiles for onsite experience.
Salesforce Commerce Cloud
- Pricing
- Not recorded
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Shogun
AppPage builder for Shopify and BigCommerce stores that lets teams create landing pages and product pages visually, then run A/B tests and personalise content by segment.
A documented featureSmart Pages swap page content based on visitor segment and personalization rules alongside A/B testing.
Shopify
BigCommerce
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Shopify app that adds customisable product filters and AI-powered storefront search, plus product recommendation widgets and search and filter analytics.
A documented featureShips nine recommendation widget types across PDP and cart.
Shopify
- Pricing
- Free plan and paid plans
- Price
- Not recorded
- Free plan
- Yes
- Free trial
- Yes
Syte
AppVisual search, AI product tagging and personalised recommendations for apparel, jewellery and home decor ecommerce catalogues.
A documented featureSurfaces visually similar and complete-the-look product recommendations across sessions.
- Pricing
- Not recorded
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
TargetPilot
AppAI shopping assistant for online stores that answers shopper questions, compares products and makes personalised recommendations in multiple languages.
A documented featurePersonalizes product recommendations using the connected store catalog.
- Pricing
- Free plan and paid plans
- Price
- From $16.99 a month
- 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.