Guiding Stars

What Guiding Stars does

Guiding Stars Licensing Company, LLC is a privately held nutrition-data firm that licenses a patented nutrition guidance program to grocery retailers, food service operators, and health organizations. Founded in 2006 as the world's first storewide nutrition guidance program at Hannaford Supermarkets and spun out into a standalone licensing entity in 2008, the company is headquartered in Scarborough, Maine, and operates with a small specialist team.

The company's core technology is a patented, five-algorithm scoring engine that reads nutrition labels and ingredient lists to assign 0-3 star ratings (Good, Better, Best) based on nutrient density per 100-calorie serving, with separate algorithms for General Foods, Meats/Poultry/Seafood/Dairy/Nuts, Fats & Oils, Infant & Toddler Foods, and Beverages. The system is protected by US Patent Nos. 7,974,881 (2011) and 8,626,796 (2014), plus Canadian Patent No. 2,652,379 (2012), and is overseen by an independent Scientific Advisory Panel drawn from Tufts, Harvard T.H. Chan, University of Guelph, University of Maryland, and other institutions. A database of over 100,000 evaluated products underpins a consumer-facing Food Finder and a 1,200+ recipe library.

Guiding Stars operates a B2B licensing model in which retailers, food service providers, hospitals, and health plans pay licensing fees to display star ratings on shelf tags, online grocery platforms, store-brand packaging, and prepared-foods labeling. Manufacturers are evaluated at no cost and cannot purchase ratings, preserving the program's perceived objectivity. Named clients include Food Lion, Hannaford, Stop & Shop, GIANT/Martin's, Giant Food, Wawa, and the University of New Hampshire. Recent moves include a February 2026 launch partnership with Circana's Attribute Marketplace to distribute nutrient-density data as a B2B analytics product, and a 2026 alignment with the Partnership for a Healthier America as its official nutrition standard.

Name

Guiding Stars

Legal name

Guiding Stars Licensing Company, LLC

Website

https://guidingstars.com

Company type

Private

Founded year

2006

Operating status

Operating

Headcount range

11–50 employees

Short description

Guiding Stars licenses a patented 0-3 star nutrition rating system to grocery retailers, food service providers, and health organizations, scoring 100,000+ products using five category-specific algorithms. Founded in 2006 at Hannaford, it now serves chains including Food Lion, Stop & Shop, GIANT, and Wawa.

Ownership category

akta.pro rank

Product category

Nutrition Rating Software

akta.pro primary industry

Dietary/Functional Claim Substantiation (e.g., high-protein, low-sugar, keto, low-FODMAP) (AFALAHAE)

akta.pro secondary industries

Labeling & Claims Compliance Review (Nutrition, Allergen, Country-of-Origin) (AFALADAF), Label Artwork/Regulatory Review & Compliance Consulting (FDA/USDA/EFSA; format, allergens, QUID) (AFALAHAL)

Keywords

• Nutrition rating system
• Food scoring software
• Licensed nutrition program
• Grocery shelf labeling
• Nutrient density evaluation

Headquarters

HQ city

Scarborough

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, Operations, Marketing or Sales

Revenue model

1. Program Licensing: Guiding Stars licenses its nutrition navigation program to grocers, manufacturers, food service providers, hospitals, health plans, and other organizations. The company evaluates products at no cost to manufacturers, generating revenue through licensing agreements with retail and institutional clients who display the star ratings in stores, online, and on packaging.

Pricing tiers

Go-to-market motion1 record

Distribution channels5 records

Marketing channels9 records

Core offering

Guiding Stars operates a patented nutrition guidance program that objectively scores food products on a 0–3 star scale using five category-specific algorithms and a 100-calorie serving standard. The program is licensed to grocery retailers, food service providers, hospitals, and health plans, which display ratings on shelf tags, online platforms, packaging, and prepared-food labels. Manufacturers' products are evaluated at no cost, with revenue generated through multi-year licensing agreements with retail and institutional clients.

Product overview

Guiding Stars is a single, unified nutrition guidance program centered on its patented star-rating system that evaluates foods on a 0-3 scale. The core offering consists of the Food Finder database (100,000+ products) and Recipe Database (1,200+ recipes), supported by client-facing tools including the Client Toolkit, Store Finder, Dietitian's Hub, and Newsletter. The program serves grocery retailers (Hannaford, Food Lion, Stop & Shop, Giant, WaWa), food service operations, and health incentive programs through licensing agreements.

Differentiator

Problem solved

Functional benefit

Products and services

• Guiding Stars Nutrition Guidance Program A patented, evidence-based nutrition guidance system that rates foods on a 0-3 star scale (Good, Better, Best) by analyzing nutrition labels and ingredient lists using five specialized algorithms for different food categories. Licensed to grocery retailers, food service providers, hospitals, and health plans for display on shelf tags, online platforms, packaging, and prepared-food labels.
• Food Finder An online searchable database of over 100,000 products that allows consumers to look up star ratings for grocery items.
• Recipe Database A collection of over 1,200 star-rated recipes that have been evaluated using the Guiding Stars algorithm, allowing consumers to find nutritious meal options.
• Client Toolkit A resource hub for retail partners containing associate training videos, kid-friendly nutrition resources, infographics, and printable brochures to promote Guiding Stars in stores.
• Store Finder A store locator tool that helps consumers find participating grocery stores where Guiding Stars ratings are available on shelf tags.
• Dietitian's Hub A professional resource center for nutrition professionals featuring educational materials about Guiding Stars and professional development opportunities.
• Circana Attribute Marketplace Integration A data integration that makes Guiding Stars nutrient-density ratings available through Circana's Attribute Marketplace, enabling retailers and CPG companies to access nutrition data within Circana's analytics platform for competitive analysis and product planning.

Quantifiable outcome

• 5.1% decrease in calories per transaction for bakery items after calorie labeling implementation
• +6 more outcomes

Named customers8 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature4 records

Partnerships

Five partnerships are on record, tiered core, flagship and minor.

• CircanacoreTechnology or Integration · 12 February 2026Circana's Attribute Marketplace enables retailers and CPG companies to browse and order external datasets with third-party product attributes embedded directly into Circana's analytics. Guiding Stars is a launch partner contributing nutrient-density ratings through a catalog-based workflow to enrich competitive analysis and product planning.
• Partnership for Healthier AmericaflagshipStrategic or Co-development PartnerGuiding Stars established as PHA's official nutrition standard. Collaboration includes the Good Food Coalition initiative linking consumer purchases of better-for-you products directly to hunger relief for families. Partners work together on nutrition guidelines and standards.
• SyndigocoreTechnology or IntegrationSyndigo provides product content and data integration services. Partnership enables Guiding Stars nutrition data to be distributed through Syndigo's content syndication network to retail partners.
• SolutranminorGTM or Marketing PartnerTreasury management solutions provider. Partnership enables integration with rewards programs and incentive systems to promote healthy choices among regular shoppers.
• Midcentury Media (Shopper App)minorGTM or Marketing PartnerDeveloper of the Shopper mobile app, a top-selling in-store mobile shopping assistant. Partnership integrates Guiding Stars ratings into the shopping experience.

Scale indicators5 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• HowGood: Sustainability and ingredient rating platform that licenses product attribute scores to retailers and CPG companies; directly comparable to Guiding Stars' B2B rating-and-licensing model for grocery and CPG channels.
• Yuka: Consumer-facing food rating app that scores packaged products on nutritional quality; comparable as a product-level nutrition rating system that influences shopper behavior, though delivered via a direct-to-consumer app rather than retailer licensing.
• Fooducate: Nutrition rating app and education platform that grades packaged foods for shoppers; comparable as a competing product-level nutrition rating system in the same shopper-decision category.
• Open Food Facts: Open collaborative database of food products with Nutri-Score-style ratings; comparable as a community-driven nutrition rating dataset aiming to influence retailer and shopper decision-making.
• Spoon Guru: AI-powered nutrition and dietary-intelligence platform serving retailers and food brands with personalized product recommendations; directly comparable on technology (algorithmic nutrition scoring) and B2B go-to-market.

Emerging players

• Edamam: Nutrition data API and analysis platform providing ingredient and recipe data to food, health, and wellness applications; comparable as a technology-led nutrition data platform, though it focuses on APIs rather than shopper-facing shelf ratings.
• Nutritionix: Nutrition database and API serving restaurants, retailers, and app developers with verified product nutrition data; comparable as a nutrition data infrastructure provider, though with a different commercial delivery model.

Broad incumbents

• NielsenIQ (Label Insight): Acquired Label Insight to offer deep product attribute data for CPG and retail; broad incumbent in the same CPG data and analytics category where Guiding Stars is now extending via the Circana partnership.
• MyFitnessPal: Mass-market nutrition tracking app with a large product database and broad consumer reach; broad incumbent in the consumer nutrition guidance space where Guiding Stars also operates, though its model is consumer subscription rather than retailer licensing.

Others

• SmartLabel: Industry initiative from the Consumer Brands Association enabling shoppers to access detailed product information via QR codes; adjacent enabler that competes for shopper attention at the point of purchase alongside proprietary rating systems like Guiding Stars.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/guidingstars
• YouTubeyoutube.com/guidingstarstv
• Facebookfacebook.com/GuidingStars
• Instagraminstagram.com/guidingstarsnutrition
• Pinterestpinterest.com/guidingstars

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 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 Guiding Stars