What teams do with Orbbit Data
Real questions answered in Claude with Orbbit Data connected. No code, and every number has a source.
Size a category in one question
Product counts and the brands that own them, saved to a sheet.
Claude
How many yogurt products are in USDA’s label database, and which brands own the most?
Orbbit Data · search_branded_foods7,014 yogurt products. Danone leads with 935, then Chobani (437) and Yoplait (292). I saved the top brands to a sheet. Source: USDA FoodData Central
yogurt-brands.csv
Brand ownerProducts
Danone US935
Chobani437
Yoplait USA292
Johanna Foods196
Stonyfield Farm159
Write the client brief, with sources
A one-page brief where every figure cites USDA.
Claude
Draft a one-page brief on US granola labels for my client.
Orbbit Data · search_branded_foodsDone. USDA’s label database has 3,528 granola products from 491 brand owners, and 1,535 list none of the common nuts. Each figure cites USDA. Source: USDA FoodData Central
granola-brief.docx
US granola labels: one-page brief
Products in USDA labels3,528
Brand owners491
No common nuts listed1,535
Takeaway: a crowded category with room for allergy-friendly products.
See how crowded a market is
How many products, how many brands, and who leads.
Claude
How crowded is the US cheese category?
Orbbit Data · search_branded_foods18,126 cheese products from 1,375 brand owners. The largest, Kraft Heinz, has 800 (4.4%), and three of the top five are store brands. Source: USDA FoodData Central
cheese-category.csv
Brand ownerProducts
Kraft Heinz800
Target (private label)472
Saputo Cheese USA424
Walmart (private label)396
Safeway (private label)340
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