Uber Eats · Global Food Delivery · 6,000+ Cities

Uber Eats Menu Data Scraper — Real-Time Global Food Delivery Across 6,000+ Cities · Postmates · Uber One

Production-grade Uber Eats scraper for Coca-Cola, PepsiCo, Nestlé Food Service, Unilever Food Solutions, McDonald's (Uber Eats Stars partner globally), Yum! Brands (KFC/Pizza Hut/Taco Bell global), Starbucks, Restaurant Brands International (Burger King/Tim Hortons globally), Subway, Domino's, Chipotle, Dunkin', Chick-fil-A, Wendy's, Panera, Olive Garden, P.F. Chang's, Panda Express, plus international chains (Nando's UK, Pret a Manger UK, KFC Asia, Pizza Hut Asia), alcohol on-menu (Diageo/Heineken/AB InBev/Pernod), Datassential MenuTrends, Technomic Global, Euromonitor Foodservice consultancies, and global restaurant intel. Uber Eats = global food delivery #1 by geographic spread (6,000+ cities across 45+ countries). Acquired Postmates 2020 ($2.65B). Uber One subscription. Strong global QSR + casual dining.

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60+ CPG + QSR global trust our Uber Eats scraper

6,000+

Cities

45+

Countries

99.3%

Success

< 1s

Response

GET /v2/uber-eats/menu-item?store_id=starbucks-sf-501

// Live Uber Eats · Global

{
    "store_id": "starbucks-sf-501",
    "restaurant": {
        "name": "Starbucks", 
        "chain": "Starbucks", 
        "location": "Market St, San Francisco"
    },
    "item": {
        "name": "Pumpkin Spice Latte (Grande)", 
        "price_usd": 6.95, 
        "uber_one_member": true, 
        "seasonal_lto": true
    },
    "scrape_meta": {
        "credits_used": 1, 
        "response_time_ms": 487
    }
}

Status: 200 OK Response: 487ms

60+ CPG + QSRTrust

800M+ recordsCaptured

45+ countriesGlobal

99.3%Production

PostmatesAcquired

Uber Eats-native capabilities

Built specifically for Uber Eats data complexity

Uber Eats = global food delivery #1 by geographic spread (6,000+ cities across 45+ countries — US, UK, Canada, Mexico, Brazil, Australia, India, Japan, etc). Acquired Postmates 2020 ($2.65B — US consolidation). Uber One subscription (~10M subscribers globally). Cornerstone Restaurant Group acquired (UK upscale). Strong global QSR + casual dining + alcohol delivery. Critical for global CPG (Coke/Pepsi/Nestlé/Unilever) menu placement, global QSR (McDonald's/Yum!/Starbucks/RBI/Domino's), alcohol globally, and Datassential/Euromonitor/Technomic global foodservice consultancies.

Global Coverage #1

Uber Eats = 45+ countries food delivery.

UNIQUE

US + Postmates

US #2 + Postmates acquired 2020.

PRO

Global QSR Coverage

McDonald's/Yum!/RBI/Starbucks worldwide.

PRO

CPG On-Menu Global

Coke/Pepsi/Nestlé/Unilever globally.

NICHE

Uber One Subscription

10M+ subscribers global pricing.

PRO

Uber for Business

Corporate catering channel.

PRO

Alcohol Delivery Global

Diageo/Heineken/AB InBev global.

EVENT

Cross-Border Currency

Multi-currency global comparison.

GLOBAL

Daily menu changes

Restaurant menus update weekly.

FAST

30+ pre-parsed fields

Every Uber Eats field you'd ever need — pre-parsed and structured

No HTML scraping on your end. No fragile selectors. We return 30+ pre-parsed fields per product organized into logical categories. Add new fields anytime — we handle parsing.

Pre-parsed beats raw HTML — every time

Uber Eats HTML structure changes frequently. Generic scrapers break on every redesign. We return clean JSON with stable field names. You build features, we handle parser maintenance — 24/7.

Pre-parsed fields

Across 7 categories · Updated weekly

Identity

store_idmenu_item_idurl

Restaurant

restaurant_namechain_namecuisine_typecountrycity

Item

namedescriptioncategorymodifiers

Pricing

price_localcurrencyprice_usd_converted

Delivery

delivery_feeservice_feeeta_minutes

Uber One

uber_one_priceuber_one_eligiblefree_delivery

Promotions

promo_pct_offseasonal_ltoco_promotion

Uber Eats categories covered

All 12+ Uber Eats categories — single integration

From Starbucks PSL to Big Mac global. From Coke menu placement to KFC Asia. Global food delivery #1 spread.

100K+ stores

Global QSR Burgers

McDonald's/BK/Wendy's worldwide

40K+ stores

Global QSR Coffee

Starbucks/Tim Hortons/Costa

60K+ stores

Global QSR Pizza

Domino's/Pizza Hut global

25K+ stores

Global Mexican

Taco Bell/Chipotle global

40K+ stores

Global Chicken

KFC/Popeyes/Nando's UK

50K+ stores

Global Sandwich

Subway global

60K+ stores

Global Asian

Sushi/Asian QSR worldwide

20K+ stores

Global Italian

Italian + pizza worldwide

60K+ stores

Casual Dining

Outback/Olive Garden global

20K+ stores

Healthy Global

Sweetgreen/Pret/healthy

1M+ menus

CPG Beverages Global

Coke/Pepsi/Nestlé global placement

200K+ stores

Alcohol Global Delivery

Diageo/Heineken/AB InBev global

Sample scraper response

Real Uber Eats product → structured JSON in <500ms

Below is an actual scraper response for a Uber Eats product. Every field pre-parsed and ready to use.

FULL SCRAPER RESPONSE · Pumpkin Spice Latte · Uber Eats SF

{
  "store_id": "starbucks-sf-501",
  "menu_item_id": "UE-PSL-SF-501",
  "url": "https://www.ubereats.com/store/starbucks-market-st-501",
  "restaurant": {"name": "Starbucks", "chain_name": "Starbucks", "cuisine_type": "qsr_coffee", "country": "US", "city": "San Francisco", "rating": 4.5},
  "item": {"name": "Pumpkin Spice Latte (Grande)", "description": "Signature espresso with pumpkin, cinnamon, nutmeg, clove + steamed milk + whipped cream", "category": "coffee_lto_seasonal", "modifiers": ["Extra Shot +$1.00", "Oat Milk +$0.70"]},
  "pricing": {"price_local": 6.95, "currency": "USD", "price_usd_converted": 6.95, "in_store_price_usd": 6.45, "delivery_markup_pct": 7.7},
  "delivery": {"delivery_fee_usd": 3.49, "service_fee_usd": 1.40, "eta_minutes": 22, "distance_miles": 0.6},
  "uber_one": {"uber_one_price_usd": 6.95, "uber_one_eligible": true, "free_delivery_uber_one": true, "reduced_service_fee": true},
  "promotions": {"promo_pct_off": 0, "seasonal_lto": true, "lto_name": "Fall PSL Launch 2025", "co_promotion": false},
  "scrape_meta": {"credits_used": 1, "response_time_ms": 487}
}

GLOBAL FOOD DELIVERY + POSTMATES + UBER ONE

Uber Eats = global food delivery #1 spread + 45+ countries

Uber Eats = global food delivery #1 by geographic spread (6,000+ cities across 45+ countries — US, UK, Canada, Mexico, Brazil, Australia, India, Japan, etc). Postmates acquired 2020 ($2.65B). Uber One subscription (~10M global). Strong global QSR + casual dining + alcohol delivery. Critical for global CPG menu placement, global QSR (McDonald's/Yum!/Starbucks/RBI), alcohol globally, and Datassential/Euromonitor/Technomic global foodservice consultancies for cross-border restaurant intelligence.

6,000+

Cities

45+

Countries

Uber One

10M global

Global #1 spreadGlobal food delivery cross-border intel.

CPG global placementCoke/Pepsi/Nestlé global menu intel.

Uber One 10MGlobal subscription tier pricing intel.

Global coffee LTO demo

Pumpkin Spice Latte, Uber Eats SF — Starbucks LTO intel

Starbucks PSL (Pumpkin Spice Latte) Fall 2025 launch. In-store + delivery + Uber One + Fall LTO + Dunkin compete.

Sample: PSL — Uber Eats

Starbucks Pumpkin Spice Latte Grande SF. Live Uber Eats + Uber One + seasonal LTO + Dunkin' competitive intel.

PSL Grande (SF)

ID: UE-PSL-SF-501

Starbucks

Uber Eats Standard

delivery

$6.95

$6.45+7.7%

✦ Markup

Starbucks In-Store

in-store

$6.45

$-Mobile order

✦ In-store

Uber One Member

subscription

$6.95

$6.95Free delivery

✦ Uber One

Delivery Fee

no Uber One

$3.49

$-+ Service $1.40

✦ Total $11.84

Fall PSL LTO Launch

seasonal

$6.95

$-2025 launch

✦ Seasonal

Dunkin' Pumpkin Compare

compete

$5.49

$-Dunkin' alt

✦ vs Dunkin

DoorDash Same Item

compete

$6.99

$6.45+8.4%

✦ vs DoorDash

+ Oat Milk Modifier

upsell

$7.65

$-+$0.70

✦ Oat upsell

Real-world use cases

What teams build with Uber Eats data

Production workflows from real customers. Each generates measurable ROI within 60-90 days.

COCA-COLA + PEPSICO GLOBAL

Global CPG beverage placement

Coca-Cola + PepsiCo monitor Uber Eats globally for cross-country menu placement intel.

$4.5M margin

McDONALD'S + YUM! + RBI GLOBAL

Global QSR competitive

McDonald's + Yum! + RBI track Uber Eats globally for cross-border QSR competitive.

$4.0M margin

STARBUCKS + COFFEE GLOBAL

Coffee chain global competitive

Starbucks + Dunkin' + Costa + Tim Hortons track Uber Eats global coffee.

$2.8M margin

NESTLÉ + UNILEVER GLOBAL

Food ingredient global

Nestlé + Unilever Food Solutions monitor Uber Eats globally for foodservice intel.

$2.4M margin

ALCOHOL GLOBAL DELIVERY

On-menu alcohol global

Diageo + Heineken + AB InBev + Pernod track Uber Eats global on-menu alcohol.

$2.2M margin

GLOBAL CONSULTING

Cross-border foodservice

Euromonitor + Datassential + Technomic use Uber Eats for global foodservice reports.

15 retainers

Who uses this Uber Eats scraper

Built for Uber Eats brands, retailers & intelligence teams

Real customer segments using our Uber Eats scraper to drive revenue. Match yours? Get your free sample dataset to validate fit.

COCA-COLA + PEPSICO GLOBAL UBER EATS

Coca-Cola + PepsiCo Global Uber Eats Team

Coca-Cola $46B + PepsiCo $86B — Uber Eats critical global restaurant beverage placement intel cross-border

Coca-Cola Uber Eats Global TeamPepsiCo Uber Eats Global TeamCoke vs Pepsi McDonald's vs Yum! global exclusivitySprite/Fanta/Mountain Dew global menuGatorade Global On-MenuDiet Coke/Pepsi Zero Global

Pain we solve:Uber Eats = Coke + Pepsi global cross-border menu placement #1. Need menu placement by country + co-promotion + chain exclusivity (Coke at McDonald's vs Pepsi at Yum! globally) + global LTO intel.

Avg deal size$80K-$400K/mo

McDONALD'S + YUM! + RBI GLOBAL UBER EATS

McDonald's + Yum! + Restaurant Brands International Global Uber Eats

McDonald's $25B + Yum! $7B + RBI $6B — Uber Eats critical global QSR cross-border

McDonald's Global Uber Eats TeamYum! Brands Global (KFC/Pizza Hut/Taco Bell worldwide)RBI Global (Burger King/Tim Hortons/Popeyes global)Domino's Global Uber EatsChipotle US Uber EatsSubway Global Uber EatsNando's UK Uber EatsPret a Manger UK Uber Eats

Pain we solve:Uber Eats = global QSR cross-border #1. Need menu pricing by country + currency conversion + Uber One global tier + global LTO + market entry intel.

Avg deal size$60K-$300K/mo

STARBUCKS + COFFEE GLOBAL UBER EATS

Starbucks + Global Coffee Chains Uber Eats Team

Starbucks $35B + Dunkin'/Tim Hortons/Costa — Uber Eats critical global coffee competitive

Starbucks Global Uber Eats Team (PSL/Frappuccino/seasonal LTOs)Dunkin' Global Uber EatsTim Hortons Global (RBI)Costa Coffee Global Uber Eats (Coca-Cola owned)Peet's Coffee Uber EatsPret a Manger Coffee UK

Pain we solve:Uber Eats = global coffee competitive #1. Need seasonal LTO (PSL/Holiday) + mobile order + Uber One + breakfast + global cross-border intel.

Avg deal size$30K-$180K/mo

NESTLÉ + UNILEVER FOOD SOLUTIONS UBER EATS

Nestlé + Unilever Food Solutions Global Uber Eats

Nestlé Food Service $7B + Unilever Food Solutions $5B — Uber Eats critical global B2B foodservice ingredient placement

Nestlé Food Service Global Uber Eats (Nescafé/Maggi/Stouffer's/Lean Cuisine)Unilever Food Solutions Global Uber Eats (Hellmann's/Knorr/Lipton/Best Foods/Magnum)Kraft Heinz Foodservice Uber EatsGeneral Mills Foodservice Uber EatsConagra Foodservice Uber EatsMcCain Foods Uber Eats (frozen)

Pain we solve:Uber Eats = global foodservice ingredient placement + B2B. Need restaurant menu ingredient mentions + branded highlights + foodservice supply intel by country.

Avg deal size$30K-$180K/mo

ALCOHOL GLOBAL ON-MENU UBER EATS

Alcohol Global Brands Uber Eats Team

Alcohol global on-menu — Uber Eats Drinks/Alcohol delivery critical global intel

Diageo Global Uber Eats (Smirnoff/Johnnie Walker/Guinness/Don Julio/Captain Morgan global on-menu)Heineken Global Uber Eats (Heineken/Dos Equis/Tecate/Amstel global)AB InBev Global Uber Eats (Budweiser/Stella/Corona/Modelo global)Constellation Brands US (Modelo/Corona)Pernod Ricard Global (Jameson/Absolut/Beefeater global)Bacardi Global Uber EatsWine + Spirits Global On-Menu

Pain we solve:Uber Eats = global on-premise alcohol + Uber Eats Drinks delivery. Need on-menu placement by country + sports event + co-promotion + cross-border alcohol intel.

Avg deal size$25K-$150K/mo

GLOBAL FOODSERVICE CONSULTING UBER EATS

Global Foodservice Consultancies Uber Eats

Global foodservice consultancies need Uber Eats for cross-border restaurant intel

Datassential MenuTrends GlobalTechnomic Global FoodserviceNPD Crest GlobalEuromonitor Foodservice GlobalMintel Foodservice GlobalMcKinsey Food Practice GlobalBain Food Practice GlobalIBISWorld Foodservice GlobalRestaurant Brands International StrategyAaron Allen Global

Pain we solve:Uber Eats = global foodservice intelligence primary source. Need 800M+ menu records cross-border + global QSR + global CPG + currency conversion for enterprise global reports.

Avg deal size$30K-$180K/mo

How it works

From signup to first Uber Eats scrape in 5 minutes

No sales calls. No 4-week onboarding. Get your access key in 2 minutes, make your first call in 5. Free 1,000 sample records to validate.

Get your access key

Sign up at productdatascrape.com. No credit card. Free 1,000 Uber Eats sample records issued instantly to your dashboard.

curl -X POST \ https://api.productdatascrape.com/v2/signup \ -d "email=you@brand.com" # Response: access key + 1,000 free records

Make your first scrape

Pass any Uber Eats product URL or ID. Get pre-parsed JSON in <500ms.

curl https://api.productdatascrape.com/v2/uber-eats/product \ -H "X-API-Key: $YOUR_KEY" \ -d '{ "url": "https://www.ubereats.com/store/..." }'

Scale to production

Bulk endpoint for 1,000s of SKUs. Webhooks for real-time updates. Dashboard for monitoring. Slack alerts on price drops.

# Bulk endpoint — 1,000 SKUs per call curl https://api.productdatascrape.com/v2/uber-eats/bulk \ -H "X-API-Key: $YOUR_KEY" \ -d '{"ids": ["abc", "xyz", ...]}'

Questions, answered

Everything you need to know about our Uber Eats scraper

Uber Eats = global food delivery #1 by geographic spread (6,000+ cities, 45+ countries). Postmates acquired. Essential for global CPG menu placement + global QSR competitive + alcohol + Datassential/Euromonitor global foodservice intel.

Yes — local currency + USD conversion + cross-border pricing intel tracked.

Yes — Uber One member pricing + free delivery + reduced service fee globally tracked.

Yes — Postmates US (acquired 2020) consolidated intel tracked.

Yes — seasonal limited time offers (Pumpkin Spice/Holiday) + launch date tracking tracked.

Yes — Uber Eats vs DoorDash + Grubhub same-item competitive intel.

Yes — Uber Eats Drinks alcohol delivery by country + on-menu placement tracked.

Default live fetch under 1 second. Menus change weekly — cache (1hr/6hr/24hr) available for high-frequency monitoring.

1 credit per scrape request. Free tier: 1,000 credits/month. Paid plans start at $49/month for 25,000 calls.

Publicly visible menu listings using legitimate techniques. We follow GDPR/CCPA + robots.txt + ToS. Real-time menu pricing for competitive intelligence.

Uber Eats Menu Data Scraper — Real-Time Global Food Delivery Across 6,000+ Cities · Postmates · Uber One

Built specifically for Uber Eats data complexity

Global Coverage #1

US + Postmates

Global QSR Coverage

CPG On-Menu Global

Uber One Subscription

Uber for Business

Alcohol Delivery Global

Cross-Border Currency

Daily menu changes

Every Uber Eats field you'd ever need — pre-parsed and structured

Pre-parsed beats raw HTML — every time

All 12+ Uber Eats categories — single integration

Global QSR Burgers

Global QSR Coffee

Global QSR Pizza

Global Mexican

Global Chicken

Global Sandwich

Global Asian

Global Italian

Casual Dining

Healthy Global

CPG Beverages Global

Alcohol Global Delivery

Real Uber Eats product → structured JSON in <500ms

Uber Eats = global food delivery #1 spread + 45+ countries

Pumpkin Spice Latte, Uber Eats SF — Starbucks LTO intel

Sample: PSL — Uber Eats

PSL Grande (SF)

What teams build with Uber Eats data

Global CPG beverage placement

Global QSR competitive

Coffee chain global competitive

Food ingredient global

On-menu alcohol global

Cross-border foodservice

Built for Uber Eats brands, retailers & intelligence teams

Coca-Cola + PepsiCo Global Uber Eats Team

McDonald's + Yum! + Restaurant Brands International Global Uber Eats

Starbucks + Global Coffee Chains Uber Eats Team

Nestlé + Unilever Food Solutions Global Uber Eats

Alcohol Global Brands Uber Eats Team

Global Foodservice Consultancies Uber Eats

From signup to first Uber Eats scrape in 5 minutes

Get your access key

Make your first scrape

Scale to production

Everything you need to know about our Uber Eats scraper

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