What Preferabli does

Preferabli is a privately held B2B2C software company that provides AI-driven personalization and recommendation solutions for the wine, beer, spirits, and adjacent food categories. Its core product is the Sensorial AI™ platform, a patented vertical-AI system developed by PhDs in physiology and applied mathematics in collaboration with the world's largest group of Masters of Wine and Master Sommeliers. The platform analyzes hundreds of characteristics per product across a proprietary sensory database covering millions of SKUs, and is delivered through web, mobile, and GenAI interfaces as a modular suite spanning Product Content, Product Discovery, Data & Intelligence, 1:1 Recommendations, and 1:1 Communications, plus the consumer-facing Tastefuli app and hospitality Concierge-as-a-Service.

The company sells primarily through direct enterprise field sales into four verticals: grocery and specialty retail, restaurants, hospitality and travel, and distribution. Pricing is quote-based and subscription-oriented, with deployments available as embedded solutions into customer websites and apps or as fully hosted offerings, requiring minimal integration. Named enterprise customers span multiple geographies and verticals, including Marks & Spencer (500+ stores), Albertsons, Marriott properties, The Wine Society, Virgin Wines, E&J Gallo, Morton's The Steakhouse, Legal Sea Foods, and Andaz Napa. Headquartered in Syracuse, NY, with team members distributed globally, Preferabli reports operating in 100+ countries.

Preferabli monetizes via B2B SaaS licensing and platform deployment contracts. It has raised approximately $52.7M across disclosed funding events in 2012, 2016, and 2021, and filed an SEC Form D in March 2026 for an exempt offering totaling $38.83 million (with $32.8 million sold). The company acquired Libation Labs in January 2025 to expand beverage technology capabilities and holds 15 patents protecting its underlying machine learning methodology across the US, Japan, Singapore, and Australia.

Name

Preferabli

Legal name

Preferabli, Inc.

Website

https://preferabli.com

Company type

Private

Founded year

2010

Operating status

Operating

Headcount range

11–50 employees

Short description

Preferabli is a B2B2C vertical-AI software company that delivers patented, sensory-data-driven personalization and recommendation solutions for wine, beer, spirits, and food, sold primarily to grocery retailers, restaurants, hospitality groups, and distributors via enterprise SaaS contracts.

Ownership category

akta.pro rank

Product category

Beverage Personalization Software

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Marketplace & On-Demand Platform Recommendations (rideshare, delivery, services) (HDAAAGAK)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Topic/Interest-Based Content Discovery Apps (MPACAKAB)

Keywords

• Wine recommendation software
• Spirits personalization platform
• Beverage retail AI
• Sensory recommendation engine
• Hospitality wine technology

Headquarters

HQ city

Syracuse

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, Marketing or Sales, Infrastructure, Operations

Revenue model

1. B2B SaaS Licensing: Preferabli operates as a B2B enterprise software company, licensing its Sensorial AI platform to grocery retailers, specialty retailers, restaurants, hospitality venues, and distribution companies. The company provides web, mobile, and GenAI solutions for product content, product discovery, 1:1 recommendations, and data intelligence.
2. Platform Deployment: Enterprise deployment of the Preferabli platform including integration into customer websites, mobile applications, or as a fully hosted solution. Partners include Virgin Wines, M&S across 500+ stores, Marriott properties, and Albertsons.

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels5 records

Core offering

Preferabli licenses its Sensorial AI platform — a vertical AI for wine, beer, spirits, sake, RTDs, craft cocktails, and food — to enterprise customers in grocery and specialty retail, restaurants, hospitality/travel, and beverage distribution. The platform delivers product content, guided discovery, 1:1 personalized recommendations, targeted communications, and preference analytics deployed via web, mobile, and GenAI interfaces. Enterprise customers embed the solutions into their own sites/apps or run them as fully hosted experiences, with named deployments across Albertsons, Marks & Spencer, Virgin Wines, Marriott, and The Wine Society.

Product overview

Preferabli is a vertical AI platform for sensory consumer products and experiences, offering a unified platform architecture with multiple integrated modules. The core Sensorial AI Platform powers discovery and recommendations across wine, beer, spirits, sake, RTDs, craft cocktails, and food including cheese. The product portfolio consists of: Product Content (product information management), Product Discovery (discovery and quiz tools), Data & Intelligence (analytics and insights), 1:1 Recommendations (personalization engine), and 1:1 Communications (targeted marketing). These modules work together to enable true omnichannel personalization from a comprehensive sensory database covering hundreds of characteristics per product. The consumer-facing Tastefuli app and Concierge-as-a-Service for hospitality complete the offering, with all solutions available via web, mobile, and GenAI interfaces.

Differentiator

Problem solved

Functional benefit

Products and services

• Sensorial AI Platform Vertical AI platform purpose-built for sensory consumer products and experiences, enabling personalized taste-based recommendations across wine, beer, spirits, sake, RTDs, craft cocktails, and food including cheese. Powers discovery and recommendations in over 100 countries for grocery retailers, specialty retailers, restaurants, hospitality venues, distribution companies, and consumer platforms.
• Product Content Solution providing rich product content for every product in inventory, including labels, images, fast facts, taste traits, flavor profiles, and critic ratings. Includes a hosted CDN for dynamic delivery with rescaling, filling, and cropping filters, designed for retailers and platforms needing standardized beverage product data at scale.
• Product Discovery Discovery solution featuring similar-tasting products, a smart quiz for guided recommendations, food/recipe/menu pairings, and occasion-based recommendations. Helps customers find new favorites with price banding across inventory segments, addressing the paradox of choice for wine, beer, and spirits shoppers.
• Data & Intelligence Analytics platform providing preference analytics, product identification, and data rationalization. Analyzes inventories by preference style with drill-down by type, geography, producer, and store/region to optimize product mix and support promotion strategies.
• 1:1 Recommendations Personalization engine delivering individualized product recommendations based on customer purchases, ratings, and search histories. Includes customer dashboards, personalized websites, and numeric personalized scores for each customer, generating individual preference profiles at scale.
• 1:1 Communications Targeted marketing solution for personalized email and push notifications using taste-based recommendations. Supports both people-to-product and product-to-people recommendations, with rich content including labels, geographies, taste traits, and personalized scores embedded in each communication.
• Tastefuli Consumer-facing application enabling individuals to receive personalized wine and food recommendations, create taste profiles, and discover products based on their individual preferences. Deployed via partnerships with hospitality and travel venues such as Napa Valley Marriott Hotel & Spa.
• Concierge-as-a-Service Hospitality-focused software solution serving guests across properties from reservation to arrival, through restaurants to room service, enabling personalized beverage experiences optimized in context of food offerings for hotels, resorts, and travel destinations.

Named customers10 records

Segments4 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature5 records

Partnerships

Eight partnerships are on record, tiered core and secondary.

• The Wine SocietycoreStrategic or Co-development Partner · 4 June 2026The Wine Society, the world's oldest member-owned wine club founded in 1874, partnered with Preferabli to launch 'My Taste Match,' a digital recommendation tool that personalizes wine suggestions based on individual taste profiles. The tool draws from The Society's catalogue of over 2,000 wines using Preferabli's sensory AI technology developed by PhDs in collaboration with Masters of Wine and Master Sommeliers.
• Napa Valley Marriott Hotel & SpacoreStrategic or Co-development Partner · 22 December 2025Napa Valley Marriott Hotel & Spa partnered with Preferabli to provide personalized wine and food recommendations to guests through the Tastefuli app. The technology allows guests to receive tailored wine suggestions and create customized itineraries within Napa Valley based on their taste preferences.
• Virgin WinescoreStrategic or Co-development Partner · 10 December 2025Virgin Wines partnered with Preferabli to advance customer-centric personalization strategy using Preferabli software. The partnership includes AI-powered personalisation tools for wine recommendations, advancing Virgin Wines' mobile retail capabilities.
• Marks and SpencercoreStrategic or Co-development Partner · 26 February 2025Marks and Spencer partnered with Preferabli across 500+ stores for AI-powered product recommendations. The partnership enables M&S to provide personalized wine, beer, and spirits recommendations to customers.
• AlbertsonscoreStrategic or Co-development PartnerAlbertsons partnered with Preferabli as a grocery retailer for AI-powered wine and spirits recommendation solutions across their retail locations.
• MarriottcoreStrategic or Co-development PartnerMarriott partnered with Preferabli for hospitality solutions, providing personalized wine and beverage recommendations across their properties including Napa Valley Marriott.
• SSP (Selective Site Partners)secondaryChannel Partner/ Reseller/ DistributorSSP (Selective Site Partners) operates restaurants and foodervice outlets, partnering with Preferabli for beverage recommendations across their portfolio including Flying Ace, Humble Pie, Hunt & Fish Grill, Le Grand Comptoir, Mi Casa Cantina, Mulberry Street, The Annie, The Palm, and Vyne brands.
• E&J GallosecondaryTechnology or IntegrationE&J Gallo, one of the largest wine producers, partnered with Preferabli for product discovery and recommendation solutions.

Scale indicators3 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Vivino: Consumer wine recommendation and label-scanning app with one of the largest wine databases globally. Most directly comparable to Preferabli on domain (wine) and recommendation methodology, though Vivino is B2C-first whereas Preferabli is B2B2C.
• Tastewise: AI-driven food and beverage market intelligence platform serving CPG brands and retailers with trend, menu, and product insights. Closely comparable to Preferabli's data/intelligence and recommendation layer for the same vertical (food + beverage).
• Delectable: Wine discovery and recommendation app with sommelier-driven reviews and ratings. Operates in the same wine personalization category as Preferabli, primarily consumer-facing with some B2B tooling.
• Wine-Searcher: Wine search and price comparison platform aggregating global wine inventory. Comparable to Preferabli as a wine-discovery and product-data platform, though more transactional than sensory-AI-driven.
• Lily AI: AI platform for retail product attribution and 1:1 recommendations, using customer-centric language models to connect shoppers with relevant products. Directly comparable recommendation/personalization motion to Preferabli's 1:1 Recommendations module.

Broad incumbents

• Vue.ai: Enterprise AI platform for retail covering product tagging, recommendations, and personalization. Broader incumbent competing for the same enterprise retail personalization budgets as Preferabli, though not wine-specific.
• Algonomy (RichRelevance): Long-established retail personalization and merchandising platform serving enterprise retailers with recommendations, search, and analytics. Competes for the same enterprise retail-AI budgets as Preferabli across grocery and specialty retail.
• Algolia: Search and discovery API widely embedded in retail and hospitality digital experiences. Adjacent comparable as the discovery layer behind many enterprise storefronts; less domain-specialized than Preferabli for sensory products.

Emerging players

• Spoon Guru: AI-driven food recommendation engine originally built for grocery/CPG personalization (acquired by Tesco). Closely aligned with Preferabli's taste-based product recommendation thesis in food, and a useful comparable on B2B retail food-AI traction.

Others

• Ocado Technology: AI/ML platform team inside Ocado Group building grocery personalization, demand forecasting, and recommendation capabilities. Adjacent comparable as an enterprise grocery-AI capability stack, though operated inside a grocer rather than as an independent vendor.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/preferabli
• Facebookfacebook.com/preferabli

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Subsidiaries1 record

Funding overview

Funding rounds3 records

Investors

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

M&A1 record

Investments

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

Frequently asked questions about Preferabli