Industry

Web Data Solutions for US Food Delivery and Restaurants

Delivery apps are now a primary sales channel for US restaurants — yet most run them on instinct. We give restaurant groups, food brands and delivery platforms structured data on menus, pricing, fees and performance across DoorDash, Uber Eats and Grubhub.

Pilot dataset in 3–7 days Location-level data CSV · JSON · API · dashboard
The food delivery data challenge

The delivery channel is huge, and most restaurants can't measure it

A restaurant group runs hundreds of storefronts across three delivery apps, each with its own menu, pricing, fees, ranking and ratings. Leadership sees order totals but not why a location lags. Menus drift out of sync, fees pile up at checkout, competitors win the category. Without structured delivery data, the channel stays a black box.

Inconsistent menus Hidden checkout fees Unexplained underperformance No competitor view
Why it matters

Decision-ready delivery data, built for US market reality

We turn the moving target of US food delivery into structured datasets your operations, pricing and brand teams can act on every day.

Per location

Menus, pricing and performance scored for every storefront.

Cross-platform

DoorDash, Uber Eats and Grubhub in one schema.

3–7 days

From your scope to a validated delivery data pilot.

Who we serve

Built for every role in US food delivery

One data partner serving restaurant groups, food brands, delivery platforms and the teams inside them.

01

Restaurant groups

Audit menus, pricing and performance across all locations.

02

Franchise brands

Check franchisees follow menu and pricing standards.

03

Ghost kitchens

Benchmark virtual brands across delivery platforms.

04

Delivery platforms

Monitor menu, pricing and listing quality at scale.

05

Pricing teams

Keep menu pricing consistent and competitive.

06

Operations teams

Find underperforming storefronts fast.

07

Marketing teams

Track ranking, ratings and promotion impact.

08

Strategy & insights

Build channel views from structured delivery data.

Use cases

What US food delivery teams achieve

Structured delivery data drives operations, pricing and competitive strategy.

Menu price audits

Confirm prices are correct and consistent everywhere.

Location performance

Rank storefronts and find the underperformers.

Competitor benchmarking

Compare menus and pricing against rivals per market.

Fee transparency

See the true delivered cost a customer pays.

Rating management

Catch slipping ratings before they cost orders.

Franchise compliance

Give franchisors a clear delivery-channel scorecard.

How it works

From scope to a live food delivery data feed

A simple five-step path — and you talk directly to the engineers building your pipeline.

01

Share your scope

Tell us your locations and target delivery platforms.

02

We build the pipeline

We configure menu, fee and performance capture.

03

Validation

Data is cleaned, validated and deduplicated.

04

You receive data

Clean output via CSV, JSON, API or dashboard.

05

Ongoing refresh

Scheduled updates with monitoring and alerts.

Why WebDataScraping.us

A US-focused food delivery data partner

We focus on US delivery platforms and US response hours — so your team gets fast pilots and data structured the way restaurant operations actually need it.

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Full menu structure

Items, modifiers and combos captured, not just prices.

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Location-level data

Menus and performance per storefront.

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Cross-platform schema

One format across all three major apps.

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Alert-driven

Your team is told when menus, fees or ratings change.

FAQ

About food delivery web data

Food delivery and restaurant companies use menu, pricing, modifier, fee, rating and ranking data to manage their listings, price competitively and benchmark performance across delivery platforms.

We cover DoorDash, Uber Eats and Grubhub as standard, and can add restaurant-direct ordering sites and other US delivery platforms on request.

Yes. We capture menus, pricing and performance at the location level, so multi-location restaurant groups and franchises can audit and compare every storefront.

Yes. Menus, pricing and delivery options vary by location and zone. We capture data at the location or zone level so it reflects what customers actually see.

We deliver CSV, JSON and Parquet files, REST API endpoints, SFTP and cloud destinations, plus optional dashboards comparing menus, fees and performance.

Get started

Turn the US delivery channel into measurable data

Tell us your restaurant locations and we'll return a sample food delivery dataset within 1 business day.

Request sample data → Call +1 424 377 7584