Instacart USA Restaurant, Menu & Review Datasets for Real-Time Market Insights

Instacart USA has become one of the most comprehensive food delivery and restaurant discovery platforms globally, covering millions of eateries across major cities. With Actowiz Solutions’ Instacart USA Restaurant, Menu & Review Datasets, you can access real-time and historical restaurant listings, menu details, reviews, and delivery performance data to analyze market trends, monitor competitors, and improve business strategies.

Our datasets are collected, cleaned, and structured from verified sources, offering insights into pricing, cuisines, delivery time, location, customer ratings, and promotional activity. Whether you're a food tech company, data analyst, or marketing strategist, these reliable Instacart USA datasets deliver the data precision you need.

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Why Choose Instacart USA Datasets from Actowiz Solutions?

Discovery & Setup

Comprehensive Restaurant Listings

Restaurant name, location, cuisine type, contact info, and service type (dine-in, takeaway, or delivery).

Discovery & Setup

Pricing & Menu Details

Real-time data on menu items, pricing, portion size, discounts, and delivery charges.

Discovery & Setup

Customer Ratings & Reviews

Analyze restaurant performance, review sentiment, and customer preferences.

Discovery & Setup

Real-Time & Historical Feeds

Updated hourly, daily, or weekly as per your data requirements.

Discovery & Setup

Region-Specific Coverage

Access region-specific Instacart USA datasets for India, UAE, Singapore, Australia, and more.

Discovery & Setup

Multiple Formats

Delivered in CSV, Excel, JSON, or via Instacart USA Scraping API.

Instacart USA Restaurant, Menu & Review Dataset

Comprehensive Data for Food & Delivery Market Intelligence

Use our Instacart USA Restaurant, Menu & Review Datasets to analyze menu prices, delivery time, customer reviews, and location-based restaurant performance. This dataset provides granular insights into restaurant operations, food trends, and consumer ratings across top cities.

These Instacart USA Food Trends & Ratings Datasets are ideal for brands, investors, and researchers looking to understand market competition, pricing evolution, and changing dining habits.

Harness this data to:

  • Compare restaurant menus and prices across cities and cuisines.
  • Analyze delivery time and customer feedback to improve logistics.
  • Track food trends, popular cuisines, and rating distributions over time.
  • Build AI/ML models for food recommendation, menu optimization, or demand forecasting.

Our Instacart USA datasets are refreshed regularly to maintain accuracy, helping you scrape Instacart USA delivery data and extract insights efficiently across all restaurant categories.

Sample Instacart USA Dataset Preview

Id Restaurant_URL Restaurant_Name City Address Latitude Longitude Cuisines Dining_Rating Dining_Review Cost_For_Two Location Opening_Hours More_Info Categorytree Phone Delivery_Rating Delivery_Review Fssai_No Image Menu_Type Menu_Dish Dish_Vote Dish_Price Dish_Description Dish_Image Tag
1 https://www.instacart.com/store/safeway Safeway Deli San Francisco Market St, CA 37.774 -122.419 American, Deli 4.3 2100 $30 Downtown SF Grocery Partner Store -2970 4.2 1900 US40001 https://cdn.instacart.com/images/stores/safeway.jp... Deli Turkey & Swiss Sandwich 900 $7.99 Fresh turkey sandwich with Swiss cheese & lettuce https://cdn.instacart.com/images/dishes/turkey-san... Deli
2 https://www.instacart.com/store/wholefoods Whole Foods Market New York Union Square, NY 40.736 -73.991 Organic, Healthy 4.6 3100 $50 Union Square Organic Options Store -2768 4.5 2900 US40002 https://cdn.instacart.com/images/stores/wholefoods... Salad Kale Caesar Salad 1200 $10.49 Organic kale with parmesan & caesar dressing https://cdn.instacart.com/images/dishes/kale-salad... Healthy
3 https://www.instacart.com/store/kroger Kroger Houston Main St, TX 29.76 -95.369 American, Grocery 4.2 1800 $25 Midtown Meal Combos Store -3270 4.1 1600 US40003 https://cdn.instacart.com/images/stores/kroger.jpg Combo Meal Fried Chicken 8pc Meal 800 $12.99 Crispy fried chicken with sides https://cdn.instacart.com/images/dishes/fried-chic... Comfort Food
4 https://www.instacart.com/store/costco Costco Food Court Los Angeles Figueroa St, CA 34.052 -118.244 Fast Food 4.4 2500 $20 Downtown LA Quick Bites Store -2868 4.3 2300 US40004 https://cdn.instacart.com/images/stores/costco.jpg Pizza Cheese Pizza Slice 1100 $2.99 Classic Costco-style cheesy pizza slice https://cdn.instacart.com/images/dishes/costco-piz... Fast Food
5 https://www.instacart.com/store/traderjoes Boston Boylston St, MA 42.349 -71.082 American, Grocery 4.5 2700 $35 Back Bay Ready Meals Store -3176 4.4 2500 US40005 https://cdn.instacart.com/images/stores/traderjoes... Frozen Meal Chicken Tikka Masala 1000 $4.99 Microwave-ready Indian chicken curry https://cdn.instacart.com/images/dishes/tikka-masa... Frozen
6 https://www.instacart.com/store/sprouts Sprouts Farmers Market Phoenix Camelback Rd, AZ 33.509 -112.074 Healthy, Grocery 4.3 1900 $30 Uptown Health Focused Store -3162 4.2 1700 US40006 https://cdn.instacart.com/images/stores/sprouts.jp... Bowl Quinoa Power Bowl 700 $8.49 Quinoa with roasted veggies & feta https://cdn.instacart.com/images/dishes/quinoa-bow... Healthy
7 https://www.instacart.com/store/meijer Meijer Chicago Michigan Ave, IL 41.881 -87.623 American, Grocery 4.1 1600 $25 Loop Family Packs Store -2873 4 1500 US40007 https://cdn.instacart.com/images/stores/meijer.jpg Family Meal BBQ Ribs Family Pack 600 $18.99 Slow-cooked ribs with BBQ sauce https://cdn.instacart.com/images/dishes/bbq-ribs.j... Family
8 https://www.instacart.com/store/aldi Aldi Miami Biscayne Blvd, FL 25.775 -80.19 American, Discount Grocery 4 1400 $20 Downtown Affordable Meals Store -2867 3.9 1200 US40008 https://cdn.instacart.com/images/stores/aldi.jpg Sandwich Italian Sub 500 $5.49 Sub sandwich with ham, salami & provolone https://cdn.instacart.com/images/dishes/italian-su... Budget
9 https://www.instacart.com/store/walmart Walmart Deli Dallas Elm St, TX 32.777 -96.796 American, Grocery 4.2 2000 $25 Downtown Grab & Go Store -2777 4.1 1800 US40009 https://cdn.instacart.com/images/stores/walmart.jp... Hot Meal Rotisserie Chicken 850 $7.49 Whole roasted rotisserie chicken https://cdn.instacart.com/images/dishes/rotisserie... Grab & Go
10 https://www.instacar
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Instacart USA Dataset Categories

Core Fields

Instacart USA Restaurant Listings Dataset

Restaurant names, cuisines, locations, ratings, photos, and contact information across cities.

Instacart USA Pricing & Menu Dataset

Menu item details, pricing, offers, and menu changes across restaurants and regions.

Instacart USA Delivery & Orders Dataset

Track delivery time, availability windows, delivery charges, and distance-based fees.

Instacart USA Customer Reviews Dataset

Customer reviews, ratings, review sentiment, and verified user feedback across categories.

Instacart USA Food Trends & Ratings Dataset

Analyze emerging cuisines, customer preferences, top-rated dishes, and rating shifts by season or region.

Instacart USA Restaurant Availability & Location Dataset

Restaurant availability, geolocation, service hours, and online/offline status.

Quality and normalization

Geo Coverage

Our Instacart USA datasets cover 50+ countries and 500+ major cities, including:

India, UAE, Singapore, Australia, UK, Canada, Germany, and Indonesia.

Each dataset includes real-time data per restaurant and location, helping businesses perform food delivery data extraction and location-based insights for competitive advantage.

Geo Coverage 01

Use Cases of Instacart USA Datasets

Scalable InfrastructureFor Food Delivery Platforms

Benchmark restaurant pricing and menu strategy.

Identify high-demand cuisines and customer favorites.

Scalable InfrastructureFor FMCG & Restaurant Chains

Monitor brand reputation and customer reviews across regions.

Track delivery efficiency and customer satisfaction.

Scalable InfrastructureFor Data Analysts & Researchers

Study city-wise food trends and rating patterns.

Analyze demand spikes during festivals and weekends.

Scalable InfrastructureFor AI/ML Teams

Train models for food recommendation, review classification, and delivery forecasting.

Benefits of Instacart USA Datasets

Faster Market Insights

Gain instant visibility into restaurant menus, pricing, and ratings with real-time & historical Instacart USA datasets.

Accurate Food Trend Forecasting

Use structured data to predict dining trends, customer preferences, and menu performance across regions.

Competitive Edge

Benchmark restaurant pricing and delivery performance to stay ahead in fast-changing food markets.

Custom Data Feeds

Access only the Instacart USA data your business needs — fully filtered by cuisine, city, or restaurant type.

Pricing & Subscription Models

We offer flexible plans to fit every business need:

One-Time Dataset Purchase

Best for research projects.

File formats

CSV, JSON, Parquet.

Monthly Subscription

Regularly updated datasets delivered automatically.

Enterprise License

Access all Instacart USA regions with unlimited API calls.

Request Pricing

Frequently Asked Questions

It includes restaurant listings, menu prices, reviews, delivery times, locations, and customer ratings.
You can select from daily, weekly, or real-time data refresh cycles, depending on your business needs.
Yes. We provide region-specific Instacart USA datasets customizable by location, restaurant type, and cuisine.
All datasets are delivered in CSV, Excel, JSON, or accessible via the Instacart USA Scraping API.
Yes, our archives include 3+ years of historical restaurant, pricing, and review data.
Yes, our system allows automated food delivery data extraction through API or scheduled dataset feeds.
We cover major markets like India, UAE, Singapore, UK, and Australia, along with dozens of Tier-2 cities.
They enable better menu planning, price optimization, customer review tracking, and performance benchmarking.
Yes, we support integration with datasets from Swiggy, Uber Eats, and DoorDash for cross-platform analysis.
Simply contact us through the “Request Custom Dataset” form, specifying your desired cities, cuisines, or timeframes.

From Raw Data to Real-Time Decisions

All in One Pipeline

Scrape → Structure → Analyze → Visualize
Explore Solutions Get a Custom Demo

Look Back Analyze historical data to discover patterns, anomalies, and shifts in customer behavior.

Find Insights Use AI to connect data points and uncover market changes. Meanwhile.

Move Forward Predict demand, price shifts, and future opportunities across geographies.

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Monitor Prices, Availability & Trends -Live Across Regions

Actowiz's real-time scraping dashboard helps you monitor stock levels, delivery times, and price drops across Blinkit, Amazon: Zepto & more.

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Our Data Drives Impact - Real Client Stories

Blinkit | India (Retail Partner)

"Actowiz's helped us reduce out of stock incidents by 23% within 6 weeks"

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