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  • Home
  • Restaurant
  • Restaurant Data Scraping Services – Menus, Prices & Reviews USA & UAE
Restaurants · Menus · Yelp · Google Maps · OpenTable · TripAdvisor · Multi-Platform

Restaurant Data Scraping Services

Extract restaurant profiles, menus, pricing, ratings, reviews, operating hours, and location data from Yelp, Google Maps, OpenTable, TripAdvisor, Zomato, and 100+ restaurant platforms. Power your market research, competitive analysis, and location intelligence with structured restaurant data at scale.

Get Free Restaurant Sample → See Data Fields → icons Book Demo
✓ 99% accuracy ✓ Real-time & scheduled ✓ US-headquartered ✓ Plans from $500/mo
100+ Restaurant Platforms
10M+ Restaurants Globally
Full Menu Extraction
Location Level Data
4,000+ Clients
$500 Starting Plan
What We Scrape

Everything Restaurant Data Scraping Shows — We Extract It All

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Restaurant Profiles

Name, cuisine, address, phone, hours, price range, photos, chain vs independent classification.
  • Multi-platform profiles
  • Cuisine classification
  • Chain detection
  • Price range
  • Photo gallery
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Menu Extraction

Full menu with items, prices, descriptions, modifiers, dietary tags, and seasonal specials.
  • Item-level pricing
  • Modifier extraction
  • Dietary tags
  • Seasonal menus
  • Menu change alerts
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Ratings & Reviews

Star ratings, review count, review text, sentiment analysis, reviewer demographics.
  • Multi-platform ratings
  • Sentiment analysis
  • Topic extraction
  • Review velocity
  • Response tracking
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Location Data

Exact coordinates, neighborhood, zip code, nearby landmarks, parking, accessibility info.
  • Geocoded locations
  • Neighborhood mapping
  • Landmark proximity
  • Parking info
  • Accessibility
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Pricing Intelligence

Menu price tracking over time, competitor comparison, price band analysis by cuisine and location.
  • Price tracking
  • Competitor comparison
  • Cuisine benchmarks
  • Location pricing
  • Price trends
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Operating Hours

Regular hours, holiday hours, happy hour, brunch hours, last seating, takeout/delivery hours.
  • Regular hours
  • Holiday schedule
  • Happy hour
  • Brunch times
  • Takeout hours
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Market Analytics

Restaurant density, cuisine distribution, opening/closing rates, and market saturation by area.
  • Density mapping
  • Cuisine distribution
  • New openings
  • Closures tracking
  • Market saturation
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Delivery Coverage

Which restaurants deliver via which platforms, delivery radius, fees, and estimated delivery times.
  • Platform coverage
  • Delivery radius
  • Fee comparison
  • ETA tracking
  • Coverage gaps
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Competitive Intel

Your restaurant vs competitors — pricing, ratings, review velocity, menu breadth, delivery coverage.
  • Side-by-side comparison
  • Rating benchmarks
  • Menu breadth
  • Price positioning
  • Review momentum
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Content & Photos

Food photos, interior images, menu images, and visual content quality scoring across platforms.
  • Photo extraction
  • Food images
  • Interior photos
  • Quality scoring
  • Content completeness
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Multi-Market

US, UK, India, Middle East, SEA — restaurant data across global markets and local platforms.
  • US coverage
  • International
  • Local platforms
  • Multi-language
  • Currency support
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Data Delivery

CSV, JSON, API, S3 — structured restaurant data for your analytics stack.
  • All formats
  • API access
  • Cloud push
  • Dashboard
  • Custom feeds
Sample Data

Sample Restaurant Data Scraping Data — What You Receive

icons Restaurant Data — Cross-Platform Comparison

Download Free Sample →
Restaurant Cuisine City Yelp Google TripAdvisor Price Reviews Delivery
Eleven Madison Park Fine Dining NYC 4.5 ★ 4.6 ★ 4.5 ★ $$$$ 2,841 —
Shake Shack Madison Burgers NYC 4.0 ★ 4.3 ★ 4.0 ★ $$ 8,921 DoorDash
Sweetgreen Union Sq Salads NYC 4.0 ★ 4.2 ★ 3.5 ★ $$ 1,204 Uber Eats
Platforms

Restaurant Data Scraping Platforms We Cover

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Yelp

US — reviews & discovery
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Google Maps

Global — location data
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OpenTable

US — reservations
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TripAdvisor

Global — travel reviews
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Zomato

India & global
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DoorDash

US — delivery
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Uber Eats

Global — delivery
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Swiggy

India — delivery
How It Works

Get Restaurant Data Scraping Data in 4 Simple Steps

1

Share Requirements

Tell us which restaurant data you need.

2

Free Sample

500 rows free, within 2 hours.

3

Pipeline Setup

Custom scraper, QA — production ready.

4

Ongoing Delivery

Daily/hourly via CSV, JSON, API, S3.

Use Cases

What Teams Build with Restaurant Data Scraping Data

From revenue managers to investment teams — see how teams use restaurant data to optimize pricing and drive revenue.

icon Restaurant Chains

Monitor competitor pricing, ratings, and menu strategies across all locations.

icon Market Researchers

Restaurant market sizing, cuisine trends, opening/closing rates by geography.

icon Pricing Teams

Menu price benchmarking by cuisine, location, and competitive set.

icon Real Estate/Location

Restaurant density analysis, foot traffic proxy, and site selection intelligence.

icon CPG & Food Brands

Track which restaurants serve your products, menu penetration, and competitive presence.

icon Investors

Restaurant brand evaluation, market opportunity analysis, and growth trajectory assessment.

icon Delivery Platforms

Track restaurant coverage, delivery fees, and service quality across competitor platforms.

icon Data Science

Build location intelligence, demand prediction, and recommendation models.

icon Reputation Mgmt

Monitor reviews, sentiment trends, and response quality across all platforms.

icon Franchise Teams

Track franchisee pricing compliance, menu consistency, and quality standards.

icon Marketing Teams

Competitive content analysis, photo quality benchmarking, and promotional tracking.

icon Expansion Teams

Market opportunity identification, white space analysis, and competitor mapping.

Pricing

Restaurant Data Scraping Plans

Starter
$500/mo
Basic restaurant monitoring.
  • 5,000 records
  • Weekly refresh
  • CSV & JSON
  • Email support
Get Started →
Growth
$2,000/mo
Full restaurant intelligence.
  • 50,000 records
  • Daily refresh + alerts
  • API + Dashboard
  • AI analysis
  • Dedicated manager
Start Free Trial →
Enterprise
Custom
Unlimited scale.
  • Unlimited records
  • Hourly / real-time
  • Custom AI
  • SLA + 24/7
Book Call →
FAQ

Restaurant Data Scraping — Common Questions

Which restaurant platforms do you cover?
Yelp, Google Maps, OpenTable, TripAdvisor, Zomato, DoorDash, Uber Eats, Grubhub, Swiggy, and 100+ restaurant discovery and delivery platforms globally.
Can you extract full menus with pricing?
Yes. Every menu item with name, price, description, modifiers, sizes, dietary tags, and photos — with change detection alerts when menus are updated.
Do you track restaurant openings and closings?
Yes. We monitor new restaurant listings and detect closures or permanent shutdowns across platforms.
Can you compare ratings across Yelp and Google?
Yes. We normalize ratings across platforms so you can compare the same restaurant's reputation on Yelp, Google, TripAdvisor, and delivery apps.
How do you handle chain restaurants with many locations?
Each location is tracked individually with its own pricing, hours, reviews, and delivery coverage — enabling location-level performance analysis.
Do you cover restaurant delivery data?
Yes. Which platforms deliver for each restaurant, delivery radius, fees, ETAs, and promotional offers.
Social Proof That Converts

Trusted by Global Leaders Across Q-Commerce, Travel, Retail, and FoodTech

Our web scraping expertise is relied on by 4,000+ global enterprises including Zomato, Tata Consumer, Subway, and Expedia — helping them turn web data into growth.

4,000+ Enterprises Worldwide
50+ Countries Served
20+ Industries
Join 4,000+ companies growing with Actowiz →
Real Results from Real Clients

Hear It Directly from Our Clients

Watch how businesses like yours are using Actowiz data to drive growth.

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1 min
★★★★★
"Actowiz Solutions offered exceptional support with transparency and guidance throughout. Anna and Saga made the process easy for a non-technical user like me. Great service, fair pricing!"
TG
Thomas Galido
Co-Founder / Head of Product at Upright Data Inc.
▶
2 min
★★★★★
"Actowiz delivered impeccable results for our company. Their team ensured data accuracy and on-time delivery. The competitive intelligence completely transformed our pricing strategy."
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Iulen Ibanez
CEO / Datacy.es
▶
1:30
★★★★★
"What impressed me most was the speed — we went from requirement to production data in under 48 hours. The API integration was seamless and the support team is always responsive."
FC
Febbin Chacko
-Fin, Small Business Owner
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icons 50+ Video Testimonials
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Join 4,000+ Companies Growing with Actowiz

From Zomato to Expedia — see why global leaders trust us with their data.

Book 15-Min Strategy Call →

Why Global Leaders Trust Actowiz

Backed by automation, data volume, and enterprise-grade scale — we help businesses from startups to Fortune 500s extract competitive insights across the USA, UK, UAE, and beyond.

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7+
Years of Experience
Proven track record delivering enterprise-grade web scraping and data intelligence solutions.
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4,000+
Projects Delivered
Serving startups to Fortune 500 companies across 50+ countries worldwide.
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200+
In-House Experts
Dedicated engineers across scrapers, AI/ML models, APIs, and data quality assurance.
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9.2M
Automated Workflows
Running weekly across eCommerce, Quick Commerce, Travel, Real Estate, and Food industries.
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270+ TB
Data Transferred
Real-time and batch data scraping at massive scale, across industries globally.
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380M+
Pages Crawled Weekly
Scaled infrastructure for comprehensive global data coverage with 99% accuracy.

AI Solutions Engineered
for Your Needs

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LLM-Powered Attribute Extraction: High-precision product matching using large language models for accurate data classification.
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Advanced Computer Vision: Fine-grained object detection for precise product classification using text and image embeddings.
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GPT-Based Analytics Layer: Natural language query-based reporting and visualization for business intelligence.
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Human-in-the-Loop AI: Continuous feedback loop to improve AI model accuracy over time.
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Connect the Dots Across
Your Retail Ecosystem

We partner with agencies, system integrators, and technology platforms to deliver end-to-end solutions across the retail and digital shelf ecosystem.

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Become a Partner →

Popular Datasets — Ready to Download

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eCommerce
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Zillow
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DoorDash
Food Delivery
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Walmart
Retail
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Booking.com
Travel
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Indeed
Jobs
Free 100 rows

Latest Insights & Resources

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Blog

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Inside the consumer electronics category - how Best Buy, Amazon, Apple, Samsung, B&H Photo, and Newegg compete on pricing, launch-day intelligence, and product life-cycle data.
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Case Study

How We Helped a Brand Unlock Location Intelligence for Expansion With Buc-ee's Locations Data Scraping in the USA in 2026

Buc-ee's locations data scraping in the USA in 2026 helps brands unlock location insights, optimize expansion strategies, and gain a competitive edge.
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Report

Mother's Day 2025 E-commerce Insights — What Brands Should Expect in 2026

Mother's Day 2025 E-commerce Insights report — 47,000+ SKUs across 12 platforms. Pricing, discounts, stock-outs & what brands should expect in 2026.

Start Where It Makes Sense for You

Whether you're a startup or a Fortune 500 — we have the right plan for your data needs.

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