What SLI Systems does

SLI Systems provides cloud-based, AI-powered e-commerce search and product discovery software for online retailers. Founded in 2001 by Shaun and Grant Ryan, the company built its core offering around machine-learning-driven site search that improves relevance over time by analyzing visitor behavior. Its SLI Product Discovery Suite includes Learning Search, ESP Personalization, Rich Auto Complete (a patented feature), Learning Navigation, Learning Recommendations, mobile-optimized search, merchandising tools, SEO/landing-page automation, and a Magento-native extension. The platform processes up to one billion search queries per month across more than 800 retail and content sites worldwide, with a customer base spanning fashion, beauty, footwear, furniture, books, wine, and restaurant supply verticals. Documented customer outcomes include a 2.7x conversion lift for search users versus non-searchers and a 10x conversion increase tied to Rich Auto Complete usage.

Name

SLI Systems

Legal name

S.L.I. Systems, Inc.

Website

https://sli-systems.com

Company type

Private

Founded year

2001

Operating status

Acquired

Headcount range

101–250 employees

Short description

SLI Systems provides cloud-based, AI-powered e-commerce site search, personalization, and product discovery software to over 800 online retailers globally, operating as a private subsidiary of Avolin.

Ownership category

akta.pro rank

Product category

E-commerce Search and Product Discovery

NAICS

Web Search Portals and All Other Information Services (519290), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

akta.pro primary industry

Search, Discovery & Ranking Personalization (HDAAAGAE)

akta.pro secondary industries

E-commerce & Retail Recommendation Engines (HDAAAGAA), Software/SaaS Subscriptions (Consumer & Prosumer) (CRAFAIAB)

Keywords

• E-commerce search
• Product discovery platform
• Site personalization software
• AI search engine
• Product recommendation engine

Headquarters

HQ city

San Jose

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Subscription Licensing: SLI Systems operates as a SaaS (Software as a Service) provider offering cloud-based e-commerce solutions on a subscription basis. Services are delivered as hosted, managed solutions with clients accessing the platform via the SLI Commerce Console.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels8 records

Core offering

SLI Systems provides cloud-based, AI-powered e-commerce search and product discovery software to large online retailers. Its flagship SLI Product Discovery Suite™ combines Learning Search® (AI site search that learns from visitor behavior), ESP Personalization (real-time individualized shopping), Rich Auto Complete™ (intelligent autocomplete with product imagery), Learning Navigation, Learning Recommendations, Mobile Solutions, Merchandising Tools, SEO Solutions, and Magento Site Search to help merchants convert shoppers into buyers and increase average order value.

Product overview

SLI Systems provides a unified cloud-based AI-powered e-commerce platform called the SLI Product Discovery Suite™, designed to accelerate online sales through intelligent product discovery. The platform centers on Learning Search® as the core search engine, enhanced by add-on modules including ESP Personalization for real-time personalization, Rich Auto Complete™ for intelligent autocomplete, Learning Navigation for optimized site navigation, Learning Recommendations for product suggestions, Mobile solutions, Merchandising tools, and SEO Solutions including Landing Page Creator. The suite integrates with Magento e-commerce platforms and processes over 1 billion search queries monthly. The company also publishes the EPIC Report for industry research.

Differentiator

Problem solved

Functional benefit

Brands

• Learning Search®: AI-powered learning search technology that improves search relevance based on shopper behavior.
• Rich Auto Complete™
• Learning Navigation
• Learning Recommendations
• ESP Personalization
• SLI Product Discovery Suite™

Products and services

• SLI Product Discovery Suite™ Unified cloud-based enterprise e-commerce platform combining AI-powered site search, personalization, recommendations, navigation, and merchandising tools. Sold to large online retailers to accelerate conversion and average order value.
• Learning Search® AI-powered site search engine that learns from visitor behavior to deliver the most relevant search results, driving 2.7x greater conversion rates for searchers versus non-searchers. Sold to enterprise online retailers.
• ESP Personalization Real-time personalization engine that delivers individualized shopping experiences based on each visitor's behavior and preferences. Targets retailers seeking to personalize shopping experiences in real time.
• Rich Auto Complete™ Intelligent autocomplete feature combining phrase suggestions with product images to help shoppers quickly find products, demonstrated to deliver 10x conversion and 2x AOV lifts at Zachy's Wine and Liquor. Sold to enterprise online retailers.
• Learning Navigation AI-driven navigation system that adapts to visitor behavior to optimize category pages and improve product discoverability for online shoppers. Sold to enterprise online retailers.
• Learning Recommendations AI-powered product recommendation engine that suggests items based on shopper behavior, designed to maximize average order value and repeat business for online retailers.
• Mobile Solutions Mobile-optimized search and discovery tools, including robust autocomplete functionality, tailored for shoppers using mobile devices. Sold to enterprise online retailers.
• Merchandising Tools Suite of merchandising tools enabling retailers to control how products are presented and promoted on their e-commerce site, including automated landing pages. Sold to enterprise online retailers.
• SEO Solutions Automated SEO landing page generation based on search terms shoppers use, creating SEO-optimized content that drives organic long-tail traffic and online revenue. Sold to enterprise online retailers.
• Magento Site Search Dedicated site search solution for Magento e-commerce platforms, including the native Magento 2.0 extension. Sold to retailers running Magento storefronts.
• E-commerce Analytics Tools Analytics dashboard providing insights into search queries, visitor behavior, conversion metrics, and revenue impact for online retailers using the SLI platform.
• Big Data E-commerce Infrastructure Cloud-based big data infrastructure capable of processing up to 1 billion search queries per month across a global customer base of more than 800 retail and content sites.

Quantifiable outcome

• 2.7x greater conversion rate for shoppers using site search vs. non-searchers
• +6 more outcomes

Named customers13 records

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability6 records

Feature11 records

Scale indicators6 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Algolia: Direct competitor offering AI-powered site search and product discovery APIs for e-commerce and digital experiences. Targets the same enterprise and mid-market online retailers with a developer-first SaaS platform.
• Dynamic Yield (Mastercard): Direct competitor in personalization, recommendations, and onsite optimization for e-commerce. Now part of Mastercard, it competes for the same enterprise personalization budget as SLI's ESP Personalization.
• Nosto: Direct competitor in e-commerce personalization, product recommendations, and on-site messaging. Overlaps with SLI's ESP Personalization and Learning Recommendations offerings for fashion and lifestyle retailers.
• Searchspring: Direct competitor focused on on-site search, merchandising, and product recommendations for mid-market and enterprise e-commerce. Closely overlapping customer base and feature set with SLI's Learning Search®.
• Coveo: Direct competitor providing AI-driven search, personalization, and recommendations. Publicly listed (TSX: CVO), competes head-to-head with SLI for enterprise e-commerce and customer experience use cases.
• Bloomreach: Direct competitor combining e-commerce site search, personalization, and content with its commerce OS. Targets similar enterprise retailers and has raised significant capital to expand its AI-driven discovery suite.

Broad incumbents

• Elastic: Broad incumbent providing Elasticsearch-based search infrastructure and observability tools. Powers many in-house and partner e-commerce search stacks that compete with SLI's managed SaaS offering.
• Kibo (Mozu): Broad incumbent offering a unified commerce platform with built-in personalization and merchandising capabilities, providing an alternative for retailers that prefer bundled commerce solutions over SLI's best-of-breed search.

Emerging players

• Klevu: Emerging competitor in AI-powered on-site search and product discovery for e-commerce, with strong integration into Shopify, Magento, and BigCommerce. A more focused, faster-moving alternative for SLI's mid-market segment.
• Constructor.io: Emerging competitor offering AI-first on-site search, personalization, and recommendations for e-commerce. Notable overlap with SLI's ESP Personalization and Learning Recommendations capabilities.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/slisystems
• Facebookfacebook.com/slisystems
• LinkedInlinkedin.com/company/sli-systems

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors1 record

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 SLI Systems