RichRelevance

What RichRelevance does

RichRelevance is a cloud-based personalization software company founded in 2006 by former Amazon employee David Selinger and headquartered in San Francisco. The company sells an AI-driven Personalization Cloud platform that uses machine learning and behavioral analytics to deliver individualized product recommendations, search results, browse and navigation experiences, and personalized content across web, mobile, and in-store channels. Its primary customer base is large multinational retailers and brands, with named logos spanning luxury (Burberry), apparel (John Lewis, Shop Direct, miinto, N Brown Group), beauty (L'Oreal), electronics (HP), outdoor retail (REI), and grocery (Coop Denmark, Walmart Canada). The platform is delivered as a multi-tenant SaaS service running across 14 global data centers and processes over 1 billion decisions and 850 million product recommendations per day, with claimed cumulative attributable client sales of $35 billion+.

The product surface consists of a core Personalization AI engine powering discrete modules: Personalized Recommendations, Personalized Browse and Navigation, Personalized Search, Personalized Content, a Customer Data Platform for unified customer profiles, and Customer Marketing Tools. A managed Personalization-as-a-Service offering wraps the platform with implementation and optimization support. Pricing is enterprise quote-based on annual contracts, with no public tiers disclosed, and the company reports 200+ multinational customers. Strategic acquisitions (Searchandise Commerce in 2011, Avail and Precog in 2013) extended the platform's data ingestion and analytics capabilities, and a 2023 Shopify Connector integration broadened mid-market reach. The company holds certifications across GDPR, CCPA, EU-U.S. and UK/Swiss-U.S. Data Privacy Frameworks, and Brazil's LGPD.

The revenue model is subscription-based SaaS with custom enterprise pricing, supplemented by managed services. There is a notable data conflict in the inputs: an October 2023 press release announces an $8M oversubscribed round bringing total disclosed funding to $28M, while a December 2025 source describes the company as bootstrapped with $2.9M in ARR and a $146.5M valuation. Applying most-recent-first precedence, the bootstrapped/$2.9M ARR characterization is treated as the current state, though it sits in tension with the enterprise logo base and global infrastructure footprint. The corporate website also references Algonomy (algonomy.com), indicating a potential rebranding, shared ownership, or product alignment that should be diligence-checked by any prospective investor or acquirer.

Name

RichRelevance

Legal name

RichRelevance Inc.

Website

https://richrelevance.com

Company type

Private

Founded year

2006

Operating status

Operating

Headcount range

101–250 employees

Short description

RichRelevance is a cloud-based AI personalization platform founded in 2006 that helps large multinational retailers and brands deliver individualized product recommendations, search, browse, and content experiences across web, mobile, and in-store channels. It serves 200+ enterprise customers via a SaaS model across six global regions.

Ownership category

akta.pro rank

Product category

AI-powered e-commerce personalization software

NAICS

Software Publishers (513210), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Travel, Hospitality & Local Discovery Recommendations (HDAAAGAG)

akta.pro secondary industries

Omnichannel Commerce & Click-and-Collect Platforms (BPAMAGAL), Software/SaaS Subscriptions (Consumer & Prosumer) (CRAFAIAB)

Keywords

• AI personalization software
• E-commerce personalization
• Product recommendation engine
• Omnichannel personalization
• Personalization SaaS

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Subscription - Personalization Cloud: Cloud-based subscription model providing access to the Personalization Cloud platform, AI-powered recommendations, and related modules. Pricing is enterpriseQuote-based with tiered plans based on usage volume, customer count, and feature requirements. Delivered as a managed service with 14 global data centers supporting the infrastructure.
2. Personalization-as-a-Service: Managed service offering where RichRelevance operates the personalization infrastructure on behalf of clients, providing ongoing optimization, reporting, and support as part of the subscription.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

Core offering

RichRelevance offers a cloud-based Personalization Cloud platform that uses AI and machine learning to deliver personalized product recommendations, search, browse and navigation, content, and customer data unification across web, mobile, and in-store channels for enterprise retailers and brands. The company processes more than 1 billion daily decisions across 14 global data centers and also provides Personalization-as-a-Service as a managed deployment offering.

Product overview

RichRelevance offers a cloud-based Personalization Cloud platform with multiple integrated modules for omnichannel personalization. The platform consists of a core Personalization AI engine that powers all modules, including Personalized Recommendations, Personalized Browse & Navigation, Personalized Search, Personalized Content, and Customer Data Platform. Additional offerings include Personalization as a Service (managed implementation) and Customer Marketing Tools. The company recently launched a Shopify Connector integration and has introduced Deep Recommendations as a next-generation algorithmic capability. The platform serves retailers across verticals including apparel, beauty, consumer electronics, department stores, grocery, luxury, and B2B, delivering over 850 million daily recommendations that have generated more than $5.5 billion in attributable client sales.

Differentiator

Problem solved

Functional benefit

Products and services

• Personalization Cloud Cloud-based SaaS platform that powers omnichannel personalization across web, mobile, and in-store channels for large retailers and consumer brands.
• Personalization AI AI-driven personalization engine that uses machine learning to analyze customer behavior and deliver real-time individualized recommendations, search, browse, navigation, and content.
• Personalization as a Service Managed end-to-end personalization service where RichRelevance implements, operates, optimizes, and supports the personalization platform on behalf of enterprise clients.
• Personalized Recommendations Recommendation engine module that delivers contextually relevant product suggestions to customers based on browsing history, purchase behavior, and real-time intent signals across digital channels.
• Personalized Search Search module enhanced with personalization to return more relevant results based on individual user context, behavior, and intent rather than generic keyword matching.
• Personalized Browse & Navigation AI-driven browse and navigation module that dynamically adapts product listings, category pages, and menus to individual user preferences and shopping patterns.
• Personalized Content Content personalization module that delivers personalized marketing content, banners, and promotional materials tailored to individual customer preferences and behaviors.
• Customer Data Platform Unified customer profile module that aggregates and synthesizes customer data from multiple touchpoints to enable consistent personalization across web, mobile, and in-store channels.
• Customer Marketing Tools Marketing automation and campaign management offering integrated with personalization capabilities for targeted customer communications across channels.

Quantifiable outcome

• 89% increase in conversion rates for clients using the Relevance Cloud
• +6 more outcomes

Named customers11 records

Segments5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability2 records

Feature6 records

Partnerships

One partnership is on record.

• AlgonomyminorStrategic or Co-development PartnerRichRelevance website references Algonomy (algonomy.com) as a related entity, suggesting shared ownership or strategic alignment. The 'Learn More' links to Algonomy indicate potential product integration or co-marketing relationship.

Scale indicators10 records

Recent moves6 records

Expansion highlights6 records

Emerging players

• Constructor.io: Constructor provides AI-first product discovery, personalized search, and recommendations for e-commerce. It overlaps with RichRelevance's Personalized Search and Recommendations modules and is increasingly winning enterprise retail RFPs as an emerging challenger with deep learning-driven approach.

Direct peers

• Algonomy: Algonomy is referenced directly on RichRelevance's website as a related entity, indicating shared ownership or strategic alignment. Algonomy offers AI-driven personalization, customer data platform, and merchandising analytics for retail — overlapping almost entirely with RichRelevance's product portfolio and customer base.
• Nosto: Nosto is a personalization platform focused on e-commerce merchants with strong positioning in the mid-market and SMB segments. It offers product recommendations, personalized content, and behavioral targeting, competing with RichRelevance particularly in the Shopify and SMB verticals where RichRelevance has launched its new connector.
• Certona: Certona is a personalization specialist offering real-time product recommendations, content personalization, and personalized search for enterprise retailers. It directly competes with RichRelevance in the same AI personalization category for similar retail and brand customers.
• Monetate (Kibo): Monetate, now part of Kibo Commerce, provides personalization, A/B testing, and product recommendations for enterprise retailers. It is a long-standing direct competitor to RichRelevance in the omnichannel personalization space, serving similarly large retail brands with comparable AI-driven capabilities.
• Bloomreach: Bloomreach combines AI-driven personalization with e-commerce search and content, serving enterprise retailers and brands globally. It competes with RichRelevance on product recommendations, personalized search, and customer data platform capabilities, often targeting the same mid-market and enterprise retail accounts.
• Dynamic Yield: Dynamic Yield is a direct competitor in AI-powered personalization, offering product recommendations, personalized search, and omnichannel personalization for enterprise retailers and brands. Acquired by Mastercard in 2022, it competes head-to-head with RichRelevance for the same enterprise retail accounts with comparable AI-driven personalization capabilities.

Broad incumbents

• Optimizely (Episerver): Optimizely is a broader digital experience platform offering experimentation, personalization, content, and commerce capabilities. While not specializing purely in AI recommendations, its personalization modules compete with RichRelevance for enterprise retail and brand budgets, especially as part of CMS/commerce platform consolidation deals.
• Salesforce (Commerce Cloud / Marketing Cloud): Salesforce Commerce Cloud (formerly Demandware) and Marketing Cloud (with Einstein Personalization) offer product recommendations and personalized experiences as part of an integrated CRM and commerce suite. Salesforce is a broad incumbent that competes with RichRelevance for enterprise retail personalization deals, typically leveraging existing CRM relationships.
• Adobe (Adobe Target / Experience Cloud): Adobe Target, part of Adobe Experience Cloud, offers enterprise-grade personalization, A/B testing, and AI-driven recommendations as part of a broader marketing technology suite. Adobe is a major incumbent that bundles personalization with analytics, content, and advertising — putting pricing pressure on standalone vendors like RichRelevance.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/richrelevance
• Facebookfacebook.com/richrelevance
• LinkedInlinkedin.com/company/richrelevance

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds10 records

Investors10 records

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

M&A3 records

Investments

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

Frequently asked questions about RichRelevance