Company lists · Data refreshed September 2026

Top 22 Retail personalization engine companies based in Germany

RevenueBase identified 53 company matches for retail personalization engine companies associated with Germany as of September 2026 and tracks 1,241 professional contacts across them, including 653 with verified work emails. Berlin is the largest hub.

This list covers company matches for retail personalization engine companies associated with Germany, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed September 21, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list RevenueBase SmartSearch · Exact Recorded Sep 21, 2026 How this list was built
53Companies
1,241Contacts tracked
653Verified emails
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The 22 largest retail personalization engine companies based in Germany

Ranked by team size
Top 22 of 53 company matches for retail personalization engine companies based in Germany, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 21, 2026. The RevenueBase SmartSearch column shows Exact match membership in this saved search. Click a contact count to view that company's people. Totals use company locations recorded by RevenueBase; the displayed preview is a smaller selection.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchPforzheim, GermanyHQ recorded Sep 21, 202651-20086 contacts →

Exact match

“FactFinder empowers eCommerce businesses to achieve more – driving higher conversion rates, revenue and customer loyalty through AI-powered product discovery and search.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
2Exact matchMunich, GermanyHQ recorded Sep 21, 202651-20067 contacts →

Exact match

“trbo is the leading technology provider for dynamic onsite personalization, optimization and testing.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
3Exact matchBerlin, GermanyHQ recorded Sep 21, 202611-5053 contacts →

Exact match

“We help retailers and brands to maximize their results with predictive pricing, marketing and ordering.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
4Exact matchMannheim, GermanyHQ recorded Sep 21, 202651-20029 contacts →

Exact match

“ACCELERAID is a leading German software technology company based in Mannheim and Berlin.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
5Exact matchHamburg, GermanyHQ recorded Sep 21, 202611-5026 contacts →

Exact match

“minubo empowers e-commerce businesses to achieve sustainable profitability with AI-generated insights and seamless data integration.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
6Exact matchBerlin, GermanyHQ recorded Sep 21, 202611-5026 contacts →

Exact match

“Frontnow is redefining e-commerce with AI, providing businesses with powerful pre-sales tools to maximize core KPIs and provide an in-store like shopping experience.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
7Exact matchPotsdam, GermanyHQ recorded Sep 21, 202611-5019 contacts →

Exact match

“excentos develops web-based technologies for product recommendation and product search (Guided Selling).”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
8Exact matchEttlingen, GermanyHQ recorded Sep 21, 202611-5019 contacts →

Exact match

“Epoq is an AI-powered software solution for real-time 1:1 personalization in e-commerce.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
9Exact matchCologne, GermanyHQ recorded Sep 21, 202611-5015 contacts →

Exact match

“The ODOSCOPE Customer Engagement Platform specializes in AI-powered merchandising by deciding which products should be presented to which users and when, taking into account…”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
10Exact matchKarlsruhe, GermanyHQ recorded Sep 21, 202651-20013 contacts →

Exact match

“ECONDA collects billions of E-commerce data from thousands of online shops for more than customers throughout the world, on a daily basis.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
11Exact matchCologne, GermanyHQ recorded Sep 21, 202611-5011 contacts →

Exact match

“homie AI stands for 100% personalized customer advice and support in online shopping.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
12Exact matchHamburg, GermanyHQ recorded Sep 21, 202611-5010 contacts →

Exact match

“Our mission: with AI at our core, we help partners increase their sales by targeting users at the point of purchase and empower users to make informed decisions.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
13Exact matchRegensburg, GermanyHQ recorded Sep 21, 202611-507 contacts →

Exact match

“8SELECT is a young tech company based in Regensburg/Bavaria.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
14Exact matchBerlin, GermanyHQ recorded Sep 21, 20261-107 contacts →

Exact match

“We help brands turn hesitant online shoppers into confident buyers by creating individualized product sets and dynamic PDP content for every customer, powered by zero-party data…”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
15Exact matchBerlin, GermanyHQ recorded Sep 21, 202611-505 contacts →

Exact match

“Mit der RELEVANZ App sind wir angetreten, die Barrieren für dynamisches Retargeting im E-Commerce einzureißen.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
16Exact matchLeipzig, GermanyHQ recorded Sep 21, 20261-105 contacts →

Exact match

“Innkeepr is an Incremental AI platform.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
17Exact matchMunich, GermanyHQ recorded Sep 21, 20261-104 contacts →

Exact match

Recorded description not available.

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
18Exact matchFrankfurt, GermanyHQ recorded Sep 21, 20261-103 contacts →

Exact match

“mixNmatch transforms how fashion brands connect with customers.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
19Exact matchMunich, GermanyHQ recorded Sep 21, 20261-103 contacts →

Exact match

“Recolize Recommendation Engine For small and medium-sized businesses - integrated and ready-to-use with one click, try it for free."With the transparency and simplicity of our…”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
20Exact matchBerlin, GermanyHQ recorded Sep 21, 202611-502 contacts →

Exact match

“Detectum is a comprehensive e-commerce search provider.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
21Exact matchMunich, GermanyHQ recorded Sep 21, 20261-102 contacts →

Exact match

“Insaas is a SaaS solution to predict customer preference in near-time for your brand and offering.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase
22Exact matchMunich, GermanyHQ recorded Sep 21, 202611-501 contacts →

Exact match

“We connect products with character traits and learn which products suit which personality best.”

Recorded in the RevenueBase company graph · Sep 21, 2026 · View company records in RevenueBase

Showing 22 of 53 retail personalization engine companies based in Germany

See the full list, filter by size, metro and specialty, and access 653 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Retail personalization engine companies based in Germany at a glance

As of Sep 21, 2026
52.6%Verified-email coverage
23.4Average contacts per company
11-50Median size (employees)
26.4%Largest-city concentration · Berlin
Sep 21, 2026Page data refreshed

Companies by employee count

1-10
25
11-50
22
51-200
5
1,001-5,000
1

Email recency for this list is measured worldwide rather than for Germany, so it is reported there. Company counts and contact totals on this page are exact for Germany, over 53 companies.

How this list was built

The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase SmartSearch, the natural-language company search available to every RevenueBase user.
What qualifies
Company records associated with Germany whose business descriptions match “retail personalization engine companies” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
RevenueBase SmartSearch
Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
Public preview
The public preview omits records without a verified work email. Where headquarters information is recorded, preview rows are also filtered to this page’s location. Dataset totals and geographic summaries describe the full matched records before these preview filters.
Match quality
RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
Ranking
Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification
Every displayed company carries at least one verified work email. RevenueBase tracks 653 professional contacts with verified work emails across the full matched dataset. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh
This page's figures were pulled from the company graph on September 21, 2026. Lists refresh periodically as the graph is re-checked.
Record context
Company records and descriptions can change. Check the company's website for its current services and locations.

Frequently asked

What is RevenueBase SmartSearch?

RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “retail personalization engine companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many retail personalization engine companies are there based in Germany?

RevenueBase identified 53 company matches for retail personalization engine companies associated with Germany as of September 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.

What is the largest company on this list?

Factfinder tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.

Which city has the most retail personalization engine companies?

Berlin leads with 14 company records, followed by Munich (7) and Hamburg (5).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 653 professional contacts with verified work emails tracked across these 53 companies; direct dials are available where recorded.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 21, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase SmartSearch, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.