Food data

Data from across the food economy.

From intent, purchase and firmographic signals to proprietary kitchen and supply records, Watt makes food data available for AI.

Talk about your data needsSee available data
Available data

Food data from the production line to the plate.

Broad signal on the people, companies and demand across the industry. Deeper operating records sourced to order.

Available now+100K more signals
Food makers and co-packersFood processing and manufacturing research · Co-packer and contract packaging research · Food and beverage makers by LinkedIn industry
Food safety and traceabilityFood safety and HACCP research · Traceability and food safety software research · Food distributors by NAICS
Restaurant operationsRestaurant, menu and inventory software research · Food and recipe costing research · Restaurants by NAICS · Cooks, waiters and food service workers
Grocery and home cookingCooking, baking and grilling research · Grocery delivery research · Gourmet food buyers · Grocers by LinkedIn industry
Dining outFast food, casual and fine dining research · Restaurant and cuisine research
Delivery, takeout and meal kitsMeal kit and food delivery research · Online ordering, takeout and cloud kitchen software research
Diets and healthy eatingVegan, vegetarian and gluten-free research · Healthy food and snack research · Dietitians
Coffee, beer, wine and spiritsBeer, wine and spirits research · Coffee and non-alcoholic drink research · Breweries, wineries and distilleries · Adults 21+
Sourced to order

Proprietary records that live inside food makers, distributors and restaurants. Watt sources them to your requirements.

RestaurantsPoint-of-sale · Menus · Labor schedules
SupplyPurchase orders · Lot tracing · Food safety logs
Also sourced to orderRecipes and formulations · Production runs · Delivery orders
Request a dataset

Depth and coverage vary by signal.

Go deeper

We go where the data actually lives.

The records that matter most in food rarely sit in one system, and most never reach the web. Watt works with food makers and restaurants to collect them and join them into one usable record.

Dotted map of the United States
Food
  • Where it lives
  • Point-of-sale
  • ERP
  • Spreadsheets
  • Sensors
  • Email
  • PDFs
  • Archives
  • Human workflows
Kitchen 2, Dinner serviceIllustrative
PrepPrep list with 58 itemsKitchen system
CostFood cost tracker, week 2 of 4Spreadsheet
EquipmentWalk-in temperature logged 16:10Sensor
ApprovalSupplier substitution approvedEmail
SafetyHealth inspection on filePDF
Joined, rights-cleared and traceable to its source.
What it can power

Built for AI that works in food.

  1. 01

    Train industry-aware models

    Give models exposure to real operating records and domain behavior.

  2. 02

    Build industry agents

    Ground agents in actual companies, people, demand and operations.

  3. 03

    Evaluate industry capability

    Test models against real-world food tasks and operating context.

  4. 04

    Power industry applications

    Embed food signals into products through API, MCP or bulk delivery.

How it works

Acquire. Refine. Deliver.

  1. 01Acquire

    Access existing and hard-to-source industry data.

  2. 02Refine

    Normalize, structure, enrich and prepare it for AI.

  3. 03Deliver

    Bulk, API, MCP or a human interface.

Delivery

Use the data however you need it.

Proof

What stands behind the data.

Rights & provenance

Every record traces back to where it came from, with its permitted uses agreed in writing.

How Watt sources data
  • Signals172K
  • Records2 PB
  • Fields/sec70M

Looking for Food data we don’t have yet?

Tell us what you need. Watt can source it.

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