name	_id	lineage	image	price	store_name	store_uuid	link	local_hours	pickup_enabled	delivery_enabled	store_type	updated	street_addr	city	state	zipcode	country	lat	lon
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Request Sample Access

Attribute	Type	Example
name	String	Two Medium Pizzas Four Toppings Each With A Pop (2 L)
_id	String	545a9727-96c5-49a1-a04d-6dd3eb2286d8:cef5a720-e333-4274-b42a-1910405c86fa
lineage	String	[{'category_id': '069a0717-56a8-4355-ab79-c13c511b6b9d', 'category_name': "Tito'S Special"}]
image
price	Integer	3245
store_name	String	Tito's Pizza
store_uuid	String	545a9727-96c5-49a1-a04d-6dd3eb2286d8
link	String	https://www.skipthedishes.com/-main-street
local_hours	String	{'Monday': 'Closed', 'Tuesday': '11:15AM - 11:45PM', 'Wednesday': '12:00AM - 08:45AM, 11:15AM - 08:45PM', 'Thursday': '11:15AM - 09:00PM', 'Friday': '11:15AM - 10:45PM', 'Saturday': '11:15AM - 10:4...
pickup_enabled	Boolean	t
delivery_enabled	Boolean	t
store_type	String	restaurant
updated	String	01/22/2025
street_addr	String	69 Main St S
city	String	Brant
state	String	ON
zipcode	String	N0E 1N0
country	String	CA
lat	Float	43.2418813
lon	Float	-80.25221359999999

_id	name	store_name	store_uuid	item_link	store_type	unit_size	unit_measurement	delivery_enabled	pickup_enabled	price	full_price	product_image	lineage	updated	street_addr	city	state	zipcode	country	lat	lon	operational_hours
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Request Sample Access

Attribute	Type	Example
_id	String	10052:566560
name	String	Fridababy Easy Grip Electric Nail Trimmer
store_name	String	CVS
store_uuid	Integer	10052
item_link	String	https://www.cvs.com/shop/fridababy-easy-grip-electric-nail-trimmer-prodid-566560
store_type	String	grocery
unit_size	Float	1.0
unit_measurement	String	oz
delivery_enabled	Boolean	t
pickup_enabled	Boolean	t
price	Integer	3499
full_price	Integer	3499
product_image	String	https://www.cvs.com/bizcontent/merchandising/productimages/high_res/81002877380.jpg
lineage	String	[{'name': 'Baby & Kids', 'uuid': 'cat2024', 'url': ''}, {'name': 'Baby & Kids Bath & Skin Care', 'uuid': 'cat2026', 'url': ''}, {'name': 'Baby & Kids Bath & Grooming Accessories', 'uuid': 'cat2043'...
updated	String	01/23/2025
street_addr	String	1515 Sheridan Rd.
city	String	Wilmette
state	String	IL
zipcode	Integer	60091
country	String	US
lat	Float	42.08661
lon	Float	-87.70188
operational_hours	String	{'Monday': '08:00AM - 08:00AM', 'Tuesday': '08:00AM - 08:00AM', 'Wednesday': '08:00AM - 08:00AM', 'Thursday': '08:00AM - 08:00AM', 'Friday': '08:00AM - 08:00AM', 'Saturday': '08:30AM - 08:00PM', 'S...

name	_id	lineage	image	price	store_name	store_uuid	link	local_hours	pickup_enabled	delivery_enabled	store_type	updated	street_addr	city	state	zipcode	country	lat	lon
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Request Sample Access

Attribute	Type	Example
name	String	Sausage Mcmuffin
_id	String	36677:78#0
lineage	String	[{'category_id': '301', 'category_name': 'Mcvalue Menu'}]
image	String	https://us-prod5-digitalasset.s3.amazonaws.com/MO_202411_0078_SausageMcMuffin_McValue_180.jpg
price	Integer	0
store_name	String	McDonald's
store_uuid	Integer	36677
link	String	https://www.mcdonalds.com/us/en-us/location/ca/san-francisco/441-sutter-st/36677.html
local_hours	String	{'Monday': '06:00AM - 12:00AM', 'Tuesday': '06:00AM - 12:00AM', 'Wednesday': '06:00AM - 12:00AM', 'Thursday': '06:00AM - 12:00AM', 'Friday': '06:00AM - 04:00AM', 'Saturday': '12:00AM - 12:00AM', 'S...
pickup_enabled	Boolean	t
delivery_enabled	Boolean	t
store_type	String	restaurant
updated	String	01/22/2025
street_addr	String	441 Sutter St
city	String	San Francisco
state	String	CA
zipcode	Integer	94108
country	String	US
lat	Float	37.789217
lon	Float	-122.407641

_id	name	store_name	store_uuid	item_link	store_type	unit_size	delivery_enabled	pickup_enabled	price	full_price	product_image	lineage	updated	street_addr	city	state	zipcode	country	lat	lon	operational_hours
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Request Sample Access

Attribute	Type	Example
_id	String	100:89194258
name	String	Monster Jam Grave Digger RC Monster Truck 1:64 Scale
store_name	String	Target
store_uuid	Integer	100
item_link	String	https://www.target.com/p/monster-jam-grave-digger-rc-monster-truck-1-64-scale/-/A-89194258
store_type	String	grocery
unit_size	Float	1.0
unit_measurement
delivery_enabled	Boolean	t
pickup_enabled	Boolean	t
price	Integer	1499
full_price	Integer	2499
product_image	String	https://target.scene7.com/is/image/Target/GUEST_18a4b378-711d-4069-ab27-4addeaebb982
lineage	String	[{'name': 'Toys', 'uuid': '5xtb0', 'url': ''}, {'name': 'Vehicles & Remote Control', 'uuid': '5xtaz', 'url': ''}, {'name': 'Remote Control Cars & Toys', 'uuid': '5xtav', 'url': ''}]
updated	String	12/18/2024
street_addr	String	13201 Ridgedale Dr
city	String	Minnetonka
state	String	MN
zipcode	Integer	55305
country	String	US
lat	Float	44.970157
lon	Float	-93.447411
operational_hours	String	{'Monday': '07:00AM - 11:45PM', 'Tuesday': '07:00AM - 11:45PM', 'Wednesday': '07:00AM - 11:45PM', 'Thursday': '07:00AM - 11:45PM', 'Friday': '07:00AM - 11:45PM', 'Saturday': '07:00AM - 11:45PM', 'S...

Description

A comprehensive dataset covering over 1 million stores in the US and Canada, designed for training and optimizing retrieval-augmented generation (RAG) models and other AI/ML systems. This dataset includes highly detailed, structured information such as: Menus: Restaurant menus with item descriptions, categories, and modifiers. Inventory: Grocery and retail product availability, SKUs, and detailed attributes like sizes, flavors, and variations. Pricing: Real-time and historical pricing data for dynamic pricing strategies and recommendations. Availability: Real-time stock status and fulfillment details for grocery, restaurant, and retail items. Applications: Retrieval-Augmented Generation (RAG): Train AI models to retrieve and generate contextually relevant information. Search Optimization: Build advanced, accurate search and recommendation engines. Personalization: Enable personalized shopping, ordering, and discovery experiences in apps. Data-Driven Insights: Develop AI systems for pricing analysis, consumer behavior studies, and logistics optimization. This dataset empowers businesses in marketplaces, grocery apps, delivery services, and retail platforms to scale their AI solutions with precision and reliability.

Country Coverage

(250 countries)

Worldwide

Data Categories

Machine Learning (ML) Data
Deep Learning (DL) Data
Textual data
Large Language Model (LLM) Data
Chatbot Training Data

Pricing

Pricing available upon request

Volumes

Records: 1B
Stores: 1M
SKUs: 100M

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Request Information

Large Language Model (LLM) Data | Machine Learning (ML) Data | AI Training Data (RAG) for 1M+ Global Grocery, Restaurant, and Retail Stores

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