European E-commerce Personalization Tools

E-commerce personalization software decides which products, banners and messages each shopper sees, based on browsing and purchase data. Because it processes behavioural data from every visitor of a shop, the vendor's jurisdiction and hosting become part of a retailer's GDPR file. These twelve tools are run by companies in the EU, the UK or Israel.

How we rank these tools — 4-step process
  1. 1
    European ownership, verified

    The company is headquartered and incorporated in the EU, EEA, the UK, Switzerland or Israel, and processes customer data in Europe or Israel. A US parent company disqualifies a tool from this page regardless of where its servers are.

  2. 2
    Category fit and hands-on review

    What the tool actually does, who it suits, and where it falls short — checked against the vendor’s own documentation, changelog and pricing page rather than its marketing copy.

  3. 3
    Compliance and pricing check

    GDPR posture, hosting location and the prices quoted on this page are verified against the vendor’s public pricing before publication, and re-checked when we revisit the category.

  4. 4
    Position on this page

    Placement on this page can be paid, and that can affect the order tools appear in. It never buys a listing: a tool that fails the checks above is not here at any price, and payment does not change the shortcomings we write about. A vendor can ask us to correct a factual error — not to remove a criticism.

Vendors can pay for visibility on this page. It never changes what an entry says about a product, including the criticism, and we earn nothing when you click through to a vendor. Vendors can pay for more visibility, higher up on the review pages; it never affects whether a tool is listed. Editorial policy

12 European E-commerce Personalization Tools

Hello Retail

Copenhagen personalization platform with search, recommendations and triggered emails

Denmark
Search and recommendations Product Agents for Klaviyo Euro prices published

Recombee

Prague recommendation engine with an API, no-code widgets and a free plan

Czech Republic
Recommendation API No-code widgets Free plan

Clerk.io

Copenhagen e-commerce search, recommendations, audiences and email in one platform

Denmark
Search and recommendations Audiences and email Usage-based pricing

Crobox

Amsterdam guided selling and product finders for online shops

Netherlands
Product finders Dynamic messaging EU-only hosting

Relewise

Aarhus personalization engine with semantic search and no lock-in period

Denmark
Semantic search Recommendations Azure EU regions

Tweakwise

Zwolle e-merchandising with recommendations and guided selling in modules

Netherlands
Recommendations Guided selling Modular pricing

Kameleoon

Paris experimentation platform with web, server-side and feature tests

France
Web and server-side tests Feature management 30-day free trial

Doofinder

Madrid site search and product discovery with published euro prices

Spain
AI site search Product recommendations Plans from EUR 49

Nosto

Helsinki commerce experience platform with AI merchandising and personalization

Finland
AI merchandising Product recommendations Pricing on request

Ometria

London customer data and experience platform for retail

United Kingdom
Identity resolution Cross-channel orchestration Demo on request

Barilliance

Israel-headquartered onsite personalization, recommendations and cart abandonment

Israel
Onsite personalization Product recommendations AI product finder

epoq

Ettlingen recommendation, search and email personalization suite hosted in Germany

Germany
Recommendation engine Search and shopping assistant Hosting in Germany

Key takeaways

  • Hello Retail ApS in Copenhagen publishes euro prices of EUR 250 per month each for Search and Recommendations, and EUR 99 per month for Product Agents emails billed annually.
  • Recombee, s.r.o. in Prague offers a free plan for under 100,000 interactions and 20,000 active users per month, but its paid plans are priced in US dollars.
  • Crobox B.V. in Amsterdam names Hetzner in Falkenstein, Germany as the host of all its production servers, and lists OpenAI in the United States for non-personal data only.
  • Nosto Solutions Oy in Helsinki lists Amazon Web Services in the United States and Australia as hosting sub-processors, so a Finnish contract does not by itself mean EU-hosted data.
  • Kameleoon SAS in Paris is the only tool in this group built mainly for web, server-side and feature experimentation, with PBX Starter listed from $495 per month.

European e-commerce personalization and product recommendation software is the group of tools, run by companies in the EU, the UK or Israel, that decide which products, banners and messages each online shopper sees from browsing and purchase data, which matters because the vendor's jurisdiction and hosting become part of a retailer's GDPR file.

European e-commerce personalization and product recommendation software compared

European e-commerce personalization and product recommendation software tools compared on position, country, entry price and best use
PositionToolEstablishedEntry priceBest for
#1 Hello Retail Denmark Search and Recommendations from EUR 250/month each; Product Agents emails from EUR 99/month for 5,000 emails, billed annually (monthly billing +20%) Mid-market shops on Shopify, Magento or Centra that want search and recommendations from one Danish vendor
#2 Recombee Czech Republic Free plan; Standard from $99/month; Pro from $1,699/month; Premium from $4,499/month (USD, pricing page) Developer-led teams that want a recommendation API for shops, media or other catalogues
#3 Clerk.io Denmark Modular usage-based pricing (searches, recommendations, conversations); amounts depend on a calculator, see website Independent and mid-market online shops that want search, recommendations and email in one Danish platform
#4 Crobox Netherlands Essential, Advanced and Enterprise plans; pricing on request Shops with complex products where shoppers need guidance, such as beauty, home appliances and sports
#5 Relewise Denmark Usage-based licence by personalization requests with falling unit prices; amounts on request Danish and Nordic B2B and B2C shops that want search and personalization from one vendor
#6 Tweakwise Netherlands Modular; the pricing page lists starting figures per solution (Smart Search from 295, Commerce Pages from 495, Recommendations from 295) without naming a currency or period Web shops whose merchandisers tune search and category pages by hand
#7 Kameleoon France PBX Starter from $495 per month (up to 10 experiments, 50,000 tested visitors per month); Enterprise on request Product and marketing teams that need web, server-side and feature testing from one European vendor
#8 Doofinder Spain Basic EUR 49/month (EUR 44 billed annually), Pro EUR 149/month, Advanced EUR 349/month; Enterprise on request Small and mid-size online shops that want a plug-in and a fixed monthly price
#9 Nosto Finland On request; no public price list, quoted after a demo Retailers that want merchandising, recommendations and testing on one platform and will verify hosting in the contract
#10 Ometria United Kingdom Not published; demo on request Retail brands that want one customer profile behind email, SMS, ads and in-store campaigns
#11 Barilliance Israel Starting at $250/month for Onsite Personalization, Product Recommendations and Live; AI Product Expert and Product Finder by tier Established online stores that accept an Israel-headquartered vendor and want recommendations and cart recovery
#12 epoq Germany Pricing on request (price inquiry form) German and DACH shops that want personalization from a German vendor with a data processing agreement

Every European e-commerce personalization and product recommendation software tool reviewed

#1 Hello Retail

Copenhagen, Denmark Founded 2013 Search and Recommendations from EUR 250/month each; Product Agents emails from EUR 99/month for 5,000 emails, billed annually (monthly billing +20%) 14-day Product Agents trial, 500 emails, no card

Best for: Mid-market shops on Shopify, Magento or Centra that want search and recommendations from one Danish vendor

  • Operating company. Hello Retail ApS
  • Jurisdiction. EU (Denmark)
  • Where the data sits. Not stated on the pages reviewed; ask the vendor
  • Source code. Closed source
  • Replaces. Dynamic Yield, Nosto, Bloomreach

Hello Retail is the Danish option in this group that prints a euro price next to each module. Search and Recommendations each start at EUR 250 per month, so the two together begin at EUR 500 before usage, and Product Agents, an email product that works inside a shop's own Klaviyo setup, starts at EUR 99 per month for 5,000 emails on annual billing. Overage is stated as EUR 50 per 1,000 emails, and monthly billing adds 20 percent.

Hello Retail ApS is a Copenhagen company, founded in 2013 according to its about page, with Denmark, Sweden, the Netherlands and Italy as primary markets. Its privacy policy names company registration number 32449743. The pages reviewed state no hosting region, so the sub-processor list is the first thing to request. It lists no experimentation product, and Product Agents need Klaviyo.

What Hello Retail does well

  • Euro prices published per module
  • Search, recommendations and email under one contract
  • Danish company with registration number in its privacy policy
  • Free trial for Product Agents without a card
  • Public API reference and developer guides

Where Hello Retail falls short

  • Module prices add up quickly
  • Product Agents require Klaviyo
  • Hosting region not stated on the pages reviewed
  • No experimentation product stated

Standout feature. It is the one tool here with separate, published euro prices for onsite modules and for personalized email.

#2 Recombee

Prague, Czech Republic Founded 2015 Free plan; Standard from $99/month; Pro from $1,699/month; Premium from $4,499/month (USD, pricing page) Free plan and 30-day unlimited trial

Best for: Developer-led teams that want a recommendation API for shops, media or other catalogues

  • Operating company. Recombee, s.r.o.
  • Jurisdiction. EU (Czech Republic)
  • Where the data sits. Servers in the European Union (GDPR page); operator not named
  • Source code. Closed source
  • Replaces. Dynamic Yield, Nosto, Algolia Recommend

Recombee sells recommendations as an API and says so plainly: its models cover products, content and users, with personalized search, filters, boosters and the ReQL query language in every plan. A no-code widget and a search widget are included, so a team without a front-end developer can start with a component. The free plan covers under 100,000 interactions and 20,000 active users per month.

Recombee, s.r.o. is named in the terms as the contracting party, with an address in Prague, and the about page gives 2015 as the founding year. The GDPR page states that the company acts as processor, pseudonymises client data and keeps servers in the European Union, without naming the operator. Paid plans are priced in US dollars, from $99 to $4,499 per month, and SSO is included only from Pro.

What Recombee does well

  • Free plan and 30-day unlimited trial
  • Czech company named in the terms
  • Servers stated to be in the EU
  • Covers products, content and users
  • No-code widgets included on every plan

Where Recombee falls short

  • Prices in US dollars
  • Recommendations and search only, no email or testing
  • Data centre operator not named
  • SSO only from Pro

Standout feature. It is the one engine here that a small team can put on live traffic for free, with a documented ceiling of 100,000 interactions a month.

#3 Clerk.io

Copenhagen, Denmark Modular usage-based pricing (searches, recommendations, conversations); amounts depend on a calculator, see website Free trial offered

Best for: Independent and mid-market online shops that want search, recommendations and email in one Danish platform

  • Operating company. Clerk.io ApS (VAT DK33952848)
  • Jurisdiction. EU (Denmark)
  • Where the data sits. Not stated on the pages reviewed; ask the vendor
  • Source code. Closed source
  • Replaces. Dynamic Yield, Klevu, Nosto

Clerk.io puts search, recommendations, an AI chat, audience segments and email campaigns on one data set and bills each by usage: searches, recommendations and chat conversations per month. The pricing page offers a currency switch for EUR, DKK, GBP and USD, but the amounts come from an interactive calculator that was not server-rendered, so no figure is quoted here.

Clerk.io ApS is the contracting party named in the terms, with VAT DK33952848 and an address at Kigkurren 8G in Copenhagen under Danish law. The company says it was founded by Hans-Kristian Bjerregaard, who came from the Danish sports retailer Unisport. Its trust site publishes a GDPR help page and a data processing agreement, although the privacy policy still mentions the EU-US Privacy Shield, and no hosting region is stated.

What Clerk.io does well

  • Danish company with VAT number in the terms
  • Search, recommendations, audiences and email in one platform
  • Usage-based modules
  • Public GDPR page and DPA
  • Free trial offered

Where Clerk.io falls short

  • Prices only via calculator
  • Hosting region not stated
  • Privacy policy wording looks dated
  • No experimentation product

Standout feature. It is the only vendor here whose price scales with searches, recommendations and conversations separately, so a shop pays for the touchpoints it uses.

#4 Crobox

Amsterdam, Netherlands Essential, Advanced and Enterprise plans; pricing on request Demo on request

Best for: Shops with complex products where shoppers need guidance, such as beauty, home appliances and sports

  • Operating company. Crobox B.V. (Chamber of Commerce 65563956)
  • Jurisdiction. EU (Netherlands)
  • Where the data sits. Hetzner, Falkenstein, Germany (all production servers); OpenAI in the United States for language-model features, non-personal data only
  • Source code. Closed source
  • Replaces. Dynamic Yield, Nosto

Crobox starts from the moment a shopper cannot decide. Its product finders ask a few questions and narrow the range, Sagent is an AI shopping assistant, and a recommender, dynamic messaging, product comparison and a review summarizer sit around them. Essential is finders only with 10,000 monthly engagements, Advanced adds campaigns and recommendations, and Enterprise lists all experiences. All three say request pricing.

The contact page names Crobox B.V., Chamber of Commerce 65563956, Kloveniersburgwal 131H, Amsterdam. The subprocessor page lists Hetzner Online GmbH in Falkenstein for all production servers, Google Cloud Secret Manager in the EU and OpenAI in the United States for language-model features, limited to non-personal data. The trust centre says no personally identifiable shopper data is stored. Impact figures on its site, such as a 259 percent conversion uplift, are vendor claims.

What Crobox does well

  • Company number and address published
  • All production infrastructure in the EU
  • Subprocessors listed with locations
  • Finders, recommender and messaging in one product
  • Plans for small to enterprise shops

Where Crobox falls short

  • No public prices
  • No search or email
  • US subprocessor for AI features
  • Impact figures are vendor claims

Standout feature. It publishes the most detailed hosting list in the group, down to the data centre town and the one US sub-processor.

#5 Relewise

Aarhus, Denmark Usage-based licence by personalization requests with falling unit prices; amounts on request Demo on request

Best for: Danish and Nordic B2B and B2C shops that want search and personalization from one vendor

  • Operating company. Relewise ApS
  • Jurisdiction. EU (Denmark)
  • Where the data sits. Microsoft Azure North Europe and West Europe, per its privacy notice
  • Source code. Closed source
  • Replaces. Algolia, Bloomreach, Klevu

Relewise sells one licence with access to every feature: semantic search with autocomplete, cross-language search, behaviour-based ranking, recommendations, merchandising and retail media. Its pricing page says there are no basic, pro or enterprise tiers, the unit price falls as personalization requests grow across all of a customer's sites, and the licence can end at the close of any month. Amounts are shown only after a demo request.

Relewise ApS issues the privacy notice, and the contact page gives a head office at Trindsovej 8 in Aarhus. The company story dates the idea to 2020, when three developers set out to build a search and personalization platform. The notice names Microsoft Azure North Europe and West Europe as server regions and lists Twilio SendGrid in the United States for the company's own mail. The vendor quotes responses under 100 ms for search and under 50 ms for suggestions.

What Relewise does well

  • Single licence with access to all features
  • No lock-in period, monthly termination
  • Hosting regions named in the privacy notice
  • Search tuned with live shopper behaviour
  • Danish company with a stated head office

Where Relewise falls short

  • Prices on request
  • Personalization-first, heavier than a search box
  • Hosted on Azure regions
  • Younger than several competitors

Standout feature. It is the only tool here whose published model is a single licence that ends monthly, with unit prices that fall as requests rise.

#6 Tweakwise

Zwolle, Netherlands Modular; the pricing page lists starting figures per solution (Smart Search from 295, Commerce Pages from 495, Recommendations from 295) without naming a currency or period Demo on request

Best for: Web shops whose merchandisers tune search and category pages by hand

  • Operating company. Tweakwise (private limited company, Netherlands)
  • Jurisdiction. EU (Netherlands)
  • Where the data sits. Not stated on the pages reviewed; ask the vendor
  • Source code. Closed source
  • Replaces. Algolia, Klevu, Searchspring

Tweakwise is built around the merchandiser. Smart Search with AI vector search, dynamic redirects, AI synonyms and autocorrection, Commerce Pages for category listings, rule-based recommendations and guided selling are separate solutions, each priced from a starting figure and then adjusted by a merchandising level. The listed starting figures are 295 for Smart Search, 495 for Commerce Pages and 295 for Recommendations, with no currency or period named.

The privacy policy describes Tweakwise as a private limited company incorporated in the Netherlands, with its office at Punterweg 2 in Zwolle and a second address in Stockholm. The website states that it is part of Orisha Commerce, and its terms sit on that group's contract hub; the pages reviewed do not describe the group's ownership. Hosting location is not stated, and the product is for web shops, not content sites.

What Tweakwise does well

  • Search, category pages and recommendations as modules
  • Rule-based control next to AI vector search
  • Suggestions can include content pages
  • Starting prices shown per module
  • Dutch company with Zwolle and Stockholm offices

Where Tweakwise falls short

  • Currency and period not stated on the pricing page
  • Part of the Orisha Commerce group
  • Hosting location not stated
  • Web shops only

Standout feature. It is the only tool here that sells category-page management as a module of its own next to search and recommendations.

#7 Kameleoon

Paris, France PBX Starter from $495 per month (up to 10 experiments, 50,000 tested visitors per month); Enterprise on request 30-day free trial of PBX Starter, up to 3 experiments, no card required

Best for: Product and marketing teams that need web, server-side and feature testing from one European vendor

  • Operating company. Kameleoon SAS (RCS Aix-en-Provence 507 754 570)
  • Jurisdiction. EU (France)
  • Where the data sits. European Union per the privacy policy; no data centre or cloud provider named
  • Independent checks. ISO 27001, SOC 2
  • Source code. Closed source
  • Replaces. Optimizely, VWO, Adobe Target

Kameleoon is an experimentation platform with personalization on top, which makes it the testing answer rather than a recommendation engine. Web experiments with a visual editor, server-side experiments and feature management are sold as one platform. PBX Starter is listed from $495 per month for up to 10 experiments and 50,000 tested visitors per month, with a 30-day free trial of up to three experiments and no card. Enterprise is quoted.

Kameleoon SAS is registered at RCS Aix-en-Provence 507 754 570 and based in Paris, with offices in Offenburg, London, New York and Ontario. The vendor states ISO 27001 and SOC 2 certification, and its privacy policy says personal data is stored on servers within the EU, on dedicated servers with no data centre operator named. It has no tool page on this site yet and does not sell product recommendations.

What Kameleoon does well

  • Web, server-side and feature experiments in one platform
  • ISO 27001 and SOC 2 stated
  • French company under EU jurisdiction, with personal data stored on EU servers
  • Published entry price of $495 a month
  • 30-day free trial with no card required

Where Kameleoon falls short

  • The data centre operator behind EU servers is not named publicly
  • $495 a month is the highest published entry price in this group
  • Everything past 50,000 tested visitors a month is a quote
  • No product recommendation engine

Standout feature. It is the one tool here that covers web, server-side and feature tests under one contract.

#8 Doofinder

Madrid, Spain Basic EUR 49/month (EUR 44 billed annually), Pro EUR 149/month, Advanced EUR 349/month; Enterprise on request Demo on request

Best for: Small and mid-size online shops that want a plug-in and a fixed monthly price

  • Operating company. Doofinder S.L.
  • Jurisdiction. EU (Spain)
  • Where the data sits. Not stated on the pages reviewed; ask the vendor
  • Source code. Closed source
  • Replaces. Algolia, Klevu, Searchspring

Doofinder sells search to shop owners rather than to developers. It connects to a catalogue through a plug-in or script and adds suggestions, synonyms, search analytics, promotional banners, product recommendations and a quiz maker. Basic costs EUR 49 per month (EUR 44 on annual billing) for up to 10,000 requests per product, Pro EUR 149 for up to 150,000 and Advanced EUR 349 for up to 400,000. Enterprise and the AI assistant are on request.

Doofinder S.L. is registered in the Madrid commercial register, and its privacy policy names a data protection officer and cites Spanish data protection law. Dedicated pages cover Magento, Shopify, BigCommerce and WooCommerce. Request caps apply per product within each plan, 1:1 personalization and category merchandising arrive at Advanced, and the pages reviewed do not state where indexes are hosted.

What Doofinder does well

  • Euro prices published for three plans
  • Plug-ins for the main shop platforms
  • Search, recommendations and quizzes in one account
  • Spanish company with a registered office in Madrid
  • Free trial without a credit card

Where Doofinder falls short

  • Request caps per product in every plan
  • AI assistant and Enterprise priced on request
  • Index hosting location not stated on the pages reviewed
  • Custom shops still need developer work

Standout feature. It is the cheapest published entry point in the group: three euro plans with request caps a shop owner can read before talking to anyone.

#9 Nosto

Helsinki, Finland Founded 2013 On request; no public price list, quoted after a demo Demo on request

Best for: Retailers that want merchandising, recommendations and testing on one platform and will verify hosting in the contract

  • Operating company. Nosto Solutions Oy
  • Jurisdiction. EU (Finland)
  • Where the data sits. Not EU-specific: the published sub-processor list names Amazon Web Services, Inc. (hosting and storage, United States) and Amazon Web Services Australia Pty Ltd (hosting and storage, Australia); no EU hosting location is named for primary data storage
  • Source code. Closed source
  • Replaces. Dynamic Yield, Certona, Monetate

Nosto positions itself as a commerce experience platform: AI merchandising, personalized search, category merchandising, product recommendations, post-purchase upsell, shoppable UGC and an A/B Testing and Optimization module share one account. For a retailer that wants testing and merchandising on the same data, that is the nearest match in this group to a broad suite, and the tool page lists Dynamic Yield among the products it replaces.

Nosto Solutions Oy is registered at Bulevardi 21 in Helsinki, was founded in 2013 by Jani Luostarinen, Antti Poyhonen and Juha Valvanne, and lists affiliate entities in Finland, the UK, Germany, Sweden and France. The weak point is hosting: the sub-processor list names Amazon Web Services, Inc. in the United States and Amazon Web Services Australia Pty Ltd, with no EU location for primary data. Plans are quoted after a demo and no certification is stated on the pages checked.

What Nosto does well

  • A/B Testing & Optimization sits alongside AI merchandising, search and personalization in one account
  • Finnish company (Helsinki), founded 2013, with affiliate entities across Germany, Sweden, France and the UK
  • Named founders and a transparent corporate structure
  • Suited to retailers who want testing and merchandising to share the same data

Where Nosto falls short

  • Primary hosting sub-processors are United States and Australian AWS entities, not European ones
  • No public pricing; every plan is quoted after a demo
  • No security certification stated on the pages checked
  • A/B testing is one module of a much larger platform, not a dedicated tool
  • Not open source, with no self-hosted option

Standout feature. It combines the widest European affiliate network in the group with hosting that, per its own list, runs on AWS in the United States and Australia.

#10 Ometria

London, United Kingdom Founded 2013 Not published; demo on request Demo on request

Best for: Retail brands that want one customer profile behind email, SMS, ads and in-store campaigns

  • Operating company. Ometria Ltd (Companies House 08372083)
  • Jurisdiction. United Kingdom (adequacy decision, outside the EEA)
  • Where the data sits. Not stated by the vendor
  • Source code. Closed source
  • Replaces. Klaviyo, Bloomreach, Twilio Segment

Ometria approaches personalization from the customer record. It ingests data from e-commerce platforms, data warehouses, POS, loyalty and support systems, resolves identity across email, mobile and cookie data including anonymous visitors, and keeps one record of marketing consent. Audiences then go out by email, SMS, ads, push, direct mail and in-store on the same profiles, and an AI layer called Architect AI adds predictive attributes.

Ometria Ltd, Companies House 08372083, is a London company incorporated in 2013. The vendor says it has about 200 clients, 150 staff and more than 250 million customer profiles, figures it reports about itself, and lists ISO 27001 and ISO 27701 among its credentials. Pricing is not published, there is no self-serve trial, the hosting region is not stated, and as a UK company it is covered by the EU adequacy decision rather than being established in the EU.

What Ometria does well

  • Built specifically for retail, with ecommerce, POS and loyalty ingestion
  • Identity resolution including anonymous visitors, plus a single consent record
  • Activation across email, SMS, ads, push, direct mail and in-store on the same profiles
  • ISO 27001 and ISO 27701 listed among its security credentials

Where Ometria falls short

  • Retail-specific, so a weaker fit for B2B or non-retail teams
  • No published pricing and no self-serve trial
  • Hosting region not stated on the pages reviewed
  • UK company, so EU adequacy rather than EU establishment

Standout feature. It is the retail-specific customer data platform of the group, with identity resolution for anonymous visitors and one consent record across channels.

#11 Barilliance

Israel (city not stated) Founded 2009 Starting at $250/month for Onsite Personalization, Product Recommendations and Live; AI Product Expert and Product Finder by tier Demo on request

Best for: Established online stores that accept an Israel-headquartered vendor and want recommendations and cart recovery

  • Operating company. Barilliance Ltd
  • Jurisdiction. Israel (counts as European for this directory)
  • Where the data sits. Not stated on the pages reviewed; ask the vendor
  • Source code. Closed source
  • Replaces. Dynamic Yield, Nosto

Barilliance covers onsite personalization, product recommendations, social proof, cart abandonment, an AI Product Finder and an AI Product Expert. Onsite Personalization, Product Recommendations and Live start at $250 per month, tailored to traffic or annual sales, and the Product Finder is tiered by number of categories from two to unlimited. The pricing page says there is no lock-in and that all plans include human support and onboarding.

Barilliance Ltd says on its about page that it was founded in 2009, is headquartered in Israel and has offices in the United States, Australia and Spain. Israel counts as European for this directory.

The terms page did not render during the review, so the contracting entity and governing law are not confirmed beyond that statement, prices are in US dollars and no hosting location is stated. The vendor says its machine learning works best for clients with $1M or more in sales.

What Barilliance does well

  • Starting prices published
  • No lock-in stated
  • Human support and onboarding on all plans
  • Recommendations, personalization and AI finder
  • Operating since 2009

Where Barilliance falls short

  • Terms and entity not verifiable on the page
  • Prices in USD
  • No hosting location stated
  • Needs traffic volume to work well

Standout feature. It is the only vendor here that states in writing the sales volume, about $1M, at which its machine learning works best.

#12 epoq

Ettlingen, Germany Pricing on request (price inquiry form) Demo on request

Best for: German and DACH shops that want personalization from a German vendor with a data processing agreement

  • Operating company. epoq internet services GmbH (Mannheim HRB 716739)
  • Jurisdiction. EU (Germany)
  • Where the data sits. Germany (data centres in Germany, per its data protection page)
  • Source code. Closed source
  • Replaces. Dynamic Yield, Nosto

epoq combines Epoq Advise for recommendations, Epoq Search for intelligent search and Epoq Inspire for email personalization, with a control desk for merchandisers and a customer targeting function. In September 2025 the company announced an AI Shopping Assistant for dialogue-based advice. Pricing is handled through a price inquiry form, and shop-system coverage comes via partners, with Shopware named.

epoq internet services GmbH is registered in Ettlingen under Mannheim HRB 716739, and the imprint names Thorsten Muehling and Stefan von Lieven as managing directors. The data protection page states pseudonymised data, data centres in Germany under German law, a data processing agreement on request and an internal data protection officer. A 2022 press page describes an acquisition by AB Tasty, while the current site calls epoq an independent brand within Entirely, so confirm current ownership before signing.

What epoq does well

  • Imprint with register number
  • Hosting in Germany stated
  • Data processing agreement on request
  • Recommendations, search and email together
  • Internal data protection officer

Where epoq falls short

  • No public prices
  • Ownership has changed hands
  • German-first documentation
  • Smaller international presence

Standout feature. It is the one suite here that ties its hosting statement to German data centres and German law on the data protection page.

Should I buy a recommendation API or a finished personalization product?

The split in this group is between engines you call and products you configure. Recombee in Prague and Relewise in Aarhus expose recommendations and search through an API, so your developers build the widgets and keep full control of layout. Clerk.io, Hello Retail and epoq ship ready-made widgets, shop-platform plug-ins and a dashboard for merchandisers.

A quick test is who will own the work after launch. If a front-end developer is available every sprint, an API gives more freedom. If the shop team changes banners on Friday afternoon, a dashboard product saves more time than any extra model quality. Recombee also bundles no-code widgets in every plan, which lets a team start with a component and move to the API later.

What do these tools cost, and which ones publish prices?

Published figures exist for six of the twelve. Hello Retail lists Search and Recommendations from EUR 250 per month each and Product Agents from EUR 99, with monthly billing adding 20 percent.

Doofinder lists Basic at EUR 49, Pro at EUR 149 and Advanced at EUR 349 per month, with request caps. Recombee lists a free plan, Standard from $99, Pro from $1,699 and Premium from $4,499 per month. Barilliance lists plans from $250 per month, and Kameleoon lists PBX Starter from $495.

Tweakwise shows starting figures of 295, 495 and 295 per module without naming a currency or period, so treat them as a prompt to ask. Clerk.io charges by usage through a calculator. Relewise, Crobox, epoq, Nosto and Ometria quote after a demo or enquiry. Compare like with like: a per-module price, a request cap and a licence that scales with volume cannot be set side by side until you give each vendor the same traffic figures.

Which tools state where shopper data is hosted?

Four state a location. Crobox names Hetzner Online GmbH in Falkenstein, Germany for all production servers. epoq says its data centres are in Germany under German law. Recombee says its servers are in the European Union without naming the operator, and Relewise names Microsoft Azure North Europe and West Europe in its privacy notice. Kameleoon's privacy policy states EU storage and names no provider.

Nosto is the cautionary case: the contracting company is Finnish, but the sub-processor list names Amazon Web Services, Inc. in the United States and Amazon Web Services Australia Pty Ltd. For Hello Retail, Clerk.io, Tweakwise, Doofinder, Ometria and Barilliance the pages reviewed state no location. Ask each for its current sub-processor list and the regions that hold event data, and check whether language-model features send anything outside the EU.

How do I move from Dynamic Yield to a European tool?

Start by splitting the Dynamic Yield contract into jobs: recommendation widgets, onsite messaging, search and testing. Nosto, Hello Retail, Crobox, epoq and Barilliance all list Dynamic Yield or Nosto among the tools they replace, but each covers a different subset. Kameleoon takes the testing job, Recombee the recommendation job, and Tweakwise the category-page job.

Expect a cold start. Trained models do not move, so the new engine begins from popularity and catalogue similarity until it has visitor events. Ask each vendor how much interaction history it accepts at import, plan the tag swap page template by page template, and run both systems side by side if the old contract allows it. Dynamic Yield's own domain now redirects to mastercard.com pages, so read the notice period in your order form first.

When should I not switch to a European personalization tool?

Do not switch if the real problem is data quality. A feed with missing images, stale stock or inconsistent categories will make any engine look weak, and a new vendor adds a project on top. Barilliance says its machine learning works best for shops with $1M or more in sales and steady traffic, which is a reminder that low-traffic shops get less from any of these tools than from clean navigation.

Also hold back when your edge is an integration only the current vendor has, such as a feed into a bidding tool or a loyalty system. A narrower European specialist may not cover that, and the tools here are mostly narrower than a full enterprise suite. Keep the existing contract for that job and move the others first.

How should I run a trial of two or three vendors fairly?

Give each the same catalogue feed, the same two page templates and the same four weeks. Recombee's free plan and 30-day trial, Hello Retail's 14-day Product Agents trial, Kameleoon's 30-day PBX Starter trial and Doofinder's card-free trial make this cheap; Relewise, Crobox, epoq and Nosto start with a demo.

Measure one number per job: click-through on recommendation blocks, revenue per session on the tested pages, searches without results. Write the hosting and sub-processor answers beside the results, because a vendor that wins on lift but cannot name its regions is a different decision from one that can.

How we selected and ranked these 12 tools

Every tool on this page is in the European Purpose directory, which means the operating company is established in Europe and we have verified that from the company register or the vendor's own legal notice rather than from a marketing page. Tools headquartered outside Europe are not eligible, however good they are.

  1. Feature verification (weight: 40%). We check each capability against the vendor's own documentation and product pages, and record what the tool does rather than what the category is assumed to include.
  2. Ease of adoption (weight: 30%). Integrations, published API access, trial availability and how much configuration stands between signing and a usable result.
  3. Value and transparency (weight: 30%). Published pricing counts in a vendor's favour; quote-only pricing is recorded as quote-only rather than estimated. We weigh what a buyer gets for the entry price, not the headline feature count.
  4. Editorial review. Every page is researched and drafted with AI assistance, and the compliance and pricing claims are checked against the vendor's documentation before it is published under the founder's editorial responsibility. The three weights above decide the order; a position is a ranking against the other European tools in this category, not an absolute score.

Vendor-reported outcomes — ROI figures, margin uplift, time saved — are labelled as vendor claims wherever they appear on this page. We have not audited them, and neither has anyone else who quotes them. Read our full editorial process for how pages are re-verified.

Frequently asked questions

No single tool wins on every job. Hello Retail and Clerk.io, both from Copenhagen, combine search, recommendations and email. Recombee from Prague is the pick for developers who want a recommendation API with a free plan, Crobox from Amsterdam for guided selling, and Kameleoon from Paris for experimentation. Nosto from Helsinki is the broadest platform, but its sub-processor list names US-based hosting.

Recombee lists a free plan for under 100,000 interactions and 20,000 active users per month, plus a 30-day unlimited trial. Hello Retail offers a 14-day Product Agents trial with 500 emails and no card, Kameleoon a 30-day trial of PBX Starter with up to three experiments, and Doofinder a free trial without a credit card.

Crobox lists Hetzner Online GmbH in Falkenstein, Germany for all production servers, and epoq states data centres in Germany under German law. Relewise names Microsoft Azure North Europe and West Europe, which are not German regions. Check the current sub-processor list of any vendor before signing.

Nosto Solutions Oy of Helsinki is the closest in scope, with merchandising, search, recommendations and an A/B testing module on one platform. Its published sub-processor list names Amazon Web Services in the United States and Australia, prices are given only after a demo, and no certification is stated on the pages checked.

Yes for several. Doofinder starts at EUR 49 per month and installs through plug-ins, Recombee has a free plan, and Clerk.io bills by usage. Barilliance says its machine learning works best for shops with at least $1M in sales, and Kameleoon and Nosto are priced for larger teams.