Signals from the frontier

[withheld] — Comprehensive foodservice product master data: 900+ attributes and 10,000+ normalized values beyond GS1 (300+ nutritional elements, allergens, prep/storage instructions, dimensions), Rosetta taxonomy mapping and UniSpec attribution, high-resolution product photography spanning 10,000+ product groups, plus B2B order-flow data from the [withheld] distributor network (500+ syndicated distributors).. Mid-market - 150 employees, $21.8M raised, 500+ distributor customers spanning foodservice supply chain; enterprise-grade proprietary data assets.. Use cases: Foodservice catalog enrichment fo…

[withheld] — POS-agnostic restaurant transaction data warehouse: unified SKU-level sales, menu-item performance, price-elasticity signals and location-level operational metrics consolidated from 15+ POS systems, delivery marketplaces, and loyalty tools across multi-location restaurant brands.. Small-Mid - early-stage 9-employee startup with ~5-10 named multi-location restaurant brand customers, growing.. Use cases: Restaurant pricing optimization and elasticity modeling; menu engineering; supply-chain demand forecasting at the SKU level; benchmarking foodservice operator performance across bran…

[withheld] — Real-time and historical meat commodity market data: USDA AMS beef/pork/cow/chicken cutout, cuts, trim/grind, by-products, live cattle/swine/chicken pricing, cold storage inventories, sales volumes and production - enriched with [withheld]-generated market summaries, price forecasts, and personalized watchlist / alert signal data derived from user interactions.. Small - solo-founder SaaS, <5K users, but sits on 25 years of curated meat pricing history + proprietary [withheld] forecasting layer.. Use cases: Meat commodity price forecasting and trading; food-service procurement cost planning; r…

[withheld] — Aggregated foodservice menu and pricing intelligence: menu items, pricing across US Foods distributor customer base, statistical analyses of ingredient combinations (e.g. burger toppings), consumer trend signals, recommendation-engine training data - all built on the exhaust of US Foods' distributor operations serving 250K+ restaurant customers.. Extensive parent scale via US Foods (Fortune 500, NYSE: USFD, $37B+ revenue, 250K+ restaurant customers) - Food Genius sits on that data lake as its analytics arm.. Use cases: Foodservice menu trend forecasting; distr…

[withheld] — Collaborative foodservice supply-chain data network linking restaurant operators, broadline distributors, and manufacturers. Aggregated purchasing data, contract pricing, SKU volumes, quality-incident logs, inbound freight lanes and FSMA 204 traceability events across North America's largest foodservice data network.. Large enterprise data network — 100+ operator brands, 30+ distributors, 800+ manufacturers; aggregate spend visibility in tens of billions of USD annually across North American foodservice.. Use cases: Food-cost / commodity price forecasting; distributor benchmarki…

[withheld] — Global commodity price intelligence for food supply chains: 342 poultry price series (broiler ddwt/lvwt, turkey cuts, duck, MSM, foie gras) across 61 countries plus meat, dairy, sugar and other food commodity coverage; 261 AI-generated price forecasts; production, stocks, cold-storage and consumption data; and analyst-written weekly market reports.. Mid-market - 120 employees, $5.5M Series A, 5K+ users across procurement teams, coverage of major protein and food commodity complexes globally.. Use cases: Foodservice and QSR procurement hedging and forward buying; commodity trader alph…

[withheld] — Enterprise back-of-house restaurant operations data: recipe hierarchies with ingredient substitutions, supplier pricing and pack-size changes, purchasing orders, inventory/stock movements, food-cost calculations, waste records, allergen tracking, and site-level recipe variations across multi-site restaurant groups (typically 40-300+ locations per customer).. Mid-market - 62 employees, $6.8M Series A, hundreds of enterprise multi-site chain customers across Europe with growing US/global presence.. Use cases: Food-cost analysis and margin modeling; supplier price benchmarking; ingred…

[withheld] — Operator-level foodservice intelligence: 2.1M+ US restaurant/foodservice establishment profiles with menu items, prices, cuisine types, tech-stack detection (POS/loyalty/delivery/reservation vendors), ambiance metadata, ratings/reviews, and geolocation, refreshed monthly from 500K+ monitored sources.. Large - 2.1M+ operator profiles, 2.5B+ menu items, $12.1M raised prior to acquisition, now part of [withheld] ecosystem serving Fortune 500 CPG and foodservice clients.. Use cases: Foodservice supplier/distributor lead generation and TAM sizing; menu-trend and ingredien…

[withheld] — Foodservice and food-beverage market intelligence: unified menu data (competitive menu pricing across major chains), consumer sentiment and social-listening signals, trend-forecasting outputs, chain benchmarking metrics, and operator-level intelligence for 2.1M+ US foodservice operators (via Brizo acquisition) - all delivered through the [withheld] One platform and Snap subscription tools.. Large - 200 employees, $45.2M revenue, 90% top-brand adoption, global localization, 2.1M+ operator profiles post-Brizo merger. One of the largest foodservice intelligence vendors globally.…