What Froomle does

Froomle NV is a Belgian AI personalization company founded in 2016 as a spin-off from the University of Antwerp, headquartered in Antwerp, Belgium, and built on more than 20 years of academic research by Prof. dr. Bart Goethals. The company sells an 'Intelligence Platform' for media publishers whose core is Smart Recommendations, an ensemble AI engine combining collaborative filtering, LLM-powered content models, session-based deep recurrent neural networks, contextual-bandit reinforcement learning, popularity detection, and diversification/serendipity models. Around this core, Froomle offers a suite of modules covering personalized search and conversational Q&A grounded in the publisher's archive, hands-free audio (Voice), push notifications with engagement prediction, automated newsletter personalization, presentation experimentation, A/B testing with auto-promotion, an on-page performance overlay, and editorial analytics/insights. The product is delivered via a lightweight JavaScript SDK and REST API that the company reports can be deployed in under 30 seconds. The platform serves more than 100 million recommendations daily across 50+ publisher implementations.

Froomle serves primarily news publishers and media groups (e.g., Mediahuis, Axel Springer, GEDI, Hello!, La Stampa, 20minutos, IOL, VK Media, Rio Negro, Dagblad van het Noorden, Het Nieuwsblad), with named deployments spanning Belgium, the Netherlands, the UK, Sweden, Spain, Italy, South Africa, and Argentina. Its go-to-market combines enterprise field sales (with a HubSpot-integrated demo booking flow), a developer-relations-led product motion powered by the lightweight SDK, and consulting services (Personalization Audit, Bespoke AI Builds, Executive Advisory) that function as an entry point into broader platform adoption. Revenue mechanics rest on recurring SaaS subscriptions priced by traffic volume and feature modules, supplemented by professional-services revenue from consulting engagements; pricing is not publicly disclosed. A 2025 strategic push adds a News Agent Gateway built on the Model Context Protocol (MCP) to plug publisher content into ChatGPT, Claude, and Gemini, and a 'Smart Commerce' positioning extends the AI decisioning engine beyond media into retail/e-commerce. The organization remains founder-led and privately held, with leadership including Prof. dr. Bart Goethals (Founder & CEO), Koen Verstrepen (Co-founder & CEO), and Peter Leclercq (COO), and operates with a deliberately lean 1-10 person core team.

Name

Froomle

Legal name

Froomle NV

Website

https://froomle.ai

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

1–10 employees

Short description

Froomle, founded in 2016 as a University of Antwerp spin-off, builds an AI personalization platform for news publishers combining recommendation ensembles, conversational search, audio, push, and newsletter modules, serving 50+ media groups across Europe and beyond.

Ownership category

akta.pro rank

Headquarters

HQ city

Antwerpen

HQ country

Belgium

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. AI Personalization Platform Subscription: SaaS platform providing AI-driven personalization for media organizations. Pricing based on traffic volume and feature modules selected. Core revenue stream from recommendations, newsletters, push notifications, and insights modules.
2. Consulting Services: Personalization consulting engagements including audits, bespoke AI builds, and executive advisory. Provides entry point for new clients and additional revenue from existing customers seeking strategic guidance.

Go-to-market motion3 records

Distribution channels3 records

Marketing channels8 records

Core offering

Froomle is an AI personalization platform that helps media publishers deliver personalized content recommendations, newsletters, push notifications, search experiences, and audio broadcasts. At its core is a proprietary ensemble of machine learning techniques including collaborative filtering, LLM-powered content-based models, session-based deep RNNs, contextual bandits, popularity detection, and diversification. The platform is delivered through a lightweight JavaScript SDK and REST API, integrates in under 30 seconds, and powers 100M+ daily recommendations across 50+ publisher deployments.

Product overview

Froomle is an intelligent personalization platform for media companies, founded in 2016 as a spin-off from the University of Antwerp with 20+ years of academic research behind it. The unified platform consists of Smart Recommendations as the core engine, supplemented by discovery modules (Search & Conversational, Voice, Agent Gateway), reach tools (Smart Newsletters, Smart Push), learning features (Smart Presentation, Experimentation, Overlay, Insights), and consulting services. The architecture blends AI automation with editorial controls, enabling publishers to personalize content distribution while maintaining editorial authority. SDKs and REST APIs enable integration in under 30 seconds.

Differentiator

Problem solved

Functional benefit

Products and services

• Smart Recommendations Core AI recommendation engine that surfaces personalized articles for media publishers using a proprietary ensemble of collaborative filtering, deep learning, and reinforcement learning algorithms; designed for media companies seeking personalized content discovery.
• Search & Conversational Personalized search module that re-ranks results using each reader's history and preferences, plus a grounded answers engine that returns cited responses drawn from the publisher's archive.
• Voice Hands-free hyper-personalized audio news product with brand-voice cloning and conversational interaction, enabling listeners to ask questions and give voice feedback.
• Agent Gateway MCP-based secure layer that connects publisher content to AI assistants such as ChatGPT, Claude, and Gemini with authenticated access, paywall enforcement, and brand attribution.
• Smart Newsletters Automated newsletter population module that selects personalized articles per subscriber, optimizes send time, and integrates via API with any email service provider including Mailchimp and HubSpot.
• Smart Push Intelligent push notification module with engagement prediction, fatigue management, send-time optimization, and real-time learning; supports pilot and fully autonomous autopilot modes.
• Smart Presentation Module that autonomously tests variations of article headlines, images, and layouts and promotes winning variants in real time, with editors creating variations or letting AI suggest alternatives.
• Experimentation Full-stack A/B testing platform for recommendation algorithms, UI layouts, headline variations, and paywall triggers that auto-promotes winning variants while testing continues.
• Overlay Live performance metrics layer displayed directly on the publisher's website with real-time CTR, dwell time, A/B test results, and audience attribution without switching between dashboards.
• Insights Editorial analytics platform with attribution modeling, audience segmentation, and content gap analysis designed for newsroom workflows.
• Personalization Audit Consulting engagement auditing content, audience data, and architecture to deliver a prioritized personalization roadmap with concrete ROI estimates.
• Bespoke AI Builds Custom consulting engagement for non-media use cases covering semantic search, behavioral modeling, and real-time inference with fixed scope and full IP handoff.
• Executive AI Advisory Senior consulting advisory for media leadership teams on AI vendor decisions, current setup stress-testing, or AI value evaluation, typically delivered in a few sessions.

Quantifiable outcome

• Average CTR uplift of 30%+ from day one on recommendation modules
• +12 more outcomes

Named customers12 records

Segments4 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration5 records

AI capability12 records

Feature12 records

Scale indicators22 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Taboola: Public content discovery and recommendation platform serving major publishers globally. Direct competitor to Froomle in news/media content recommendation; Froomle has documented customer wins against Taboola (e.g., Hello! Magazine 30x CTR uplift vs Outbrain). Comparable product category, customer base, and business model.
• Recombee: AI-powered recommendation engine SaaS for media, e-commerce, and content platforms. Closest direct technical peer to Froomle — both deliver ML-based personalization APIs/SaaS to enterprise customers, including news and content publishers.
• Outbrain: Content discovery and recommendation platform for publishers. Direct competitor to Froomle in news personalization, with Froomle's own case studies explicitly benchmarking performance against Outbrain baselines. Closely aligned business model and customer base.
• Chartbeat: Real-time analytics and content intelligence platform for digital publishers. Closely adjacent to Froomle's Insights and Overlay modules, with shared focus on editorial decision support in newsroom workflows and similar publisher buyer personas.
• Sailthru by Marigold: Email personalization and audience engagement platform for media and retail. Comparable to Froomle in newsletter personalization, send-time optimization, and publisher engagement use cases, with overlap on Smart Newsletters and Smart Push.
• OpenWeb: Audience engagement platform for publishers focused on registration, identity, and first-party data. Comparable to Froomle in the publisher engagement and personalization layer, with complementary identity and registration capabilities serving the same media customer base.
• Piano: Digital media platform providing personalization, subscription, and audience engagement tools for publishers. Overlaps with Froomle's Smart Recommendations, Smart Newsletters, and Insights modules within the same media vertical and similar enterprise buyer.
• BlueConic: Customer data platform purpose-built for publishers and media companies. Comparable to Froomle in the media CDP/personalization space, with overlapping use cases in audience segmentation, first-party data, and individualized content delivery.
• OneSpot: Content personalization platform for publishers and brands. Direct overlap with Froomle in delivering individualized content recommendations across web and email channels for media customers.

Broad incumbents

• Algolia: Search and discovery API platform with adjacent recommendation capabilities. Overlaps with Froomle's Search & Conversational module but serves a much broader customer base (e-commerce, SaaS, media), making it a broader incumbent rather than a media-specialized peer.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/froomle

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Froomle