Menus, prices, ratings, delivery times, and grocery inventory from Uber Eats, DoorDash, Instacart, Grubhub, and US grocery chains — structured for restaurant analytics, grocery platforms, and food market research teams.
The US food and grocery delivery market crossed $1.4 trillion in 2025 with 7.83% annual growth. Restaurants need menu and pricing intelligence on competitors. Delivery platforms need supply-side data. Grocery chains need cross-store comparison and inventory signals. We extract structured data from the platforms that actually drive US food commerce — and deliver it in formats your team can use immediately.
Full menu items, descriptions, modifiers, allergen info, photos, and per-item pricing from Uber Eats, DoorDash, Grubhub, and direct restaurant sites.
Delivery fees, service fees, surge pricing windows, minimum order amounts, and promo codes — refreshed at the cadence your pricing decisions need.
Aggregate ratings, individual reviews, response times, and review velocity for restaurants and grocery stores.
In-stock status, prices, sizes, brand SKUs across Instacart, Whole Foods, Kroger, Safeway, Walmart Grocery, and Target.
ETA windows, delivery radius coverage, and time-of-day availability by ZIP code.
Same restaurant on Uber Eats, DoorDash, and Grubhub deduplicated into a canonical entity with platform-specific details retained.
| Platform | Restaurant / Store | City/State | Item | Price | Delivery Fee | Rating | ETA | Captured (UTC) |
|---|---|---|---|---|---|---|---|---|
| Uber Eats | Joe's Pizza | New York, NY | Large Pepperoni Pizza | $22.99 | $3.99 | 4.6 | 25–35 min | 2026-05-19 10:30 |
| DoorDash | Joe's Pizza | New York, NY | Large Pepperoni Pizza | $23.49 | $4.99 | 4.5 | 30–40 min | 2026-05-19 10:30 |
| Instacart | Whole Foods | Austin, TX | Organic Avocado (each) | $1.79 | — | — | 1 hr | 2026-05-19 10:30 |
Sources we typically cover: Uber Eats · DoorDash · Grubhub · Postmates · Instacart · Whole Foods · Kroger · Safeway · Walmart Grocery · Target Grocery · Fresh Direct · Amazon Fresh
Track competitor menu pricing, identify trending items, monitor delivery fee structures across markets.
Build supply-side intelligence on restaurant onboarding, menu completeness, and pricing competitiveness.
Monitor competitor pricing, promo cycles, and inventory signals across major US grocery platforms.
Build market reports on US food delivery trends, regional pricing differences, and category-level dynamics.
30-min call to confirm sources, fields, frequency, and output schema.
Sample dataset delivered for your team to validate coverage and quality.
Scheduled jobs, monitoring, retries, reporting — backed by uptime SLA.
Yes — both platforms have anti-bot infrastructure but we handle them at production scale with proper IP rotation and rate management. Sub-5% block rate is the target.
Yes — menus and prices vary by delivery address. We capture by pinned ZIP codes or addresses to ensure consistent geographic coverage for your target markets.
Yes — promo codes surfaced on the platform, BOGO deals, free delivery offers, and platform-specific discounts are captured where publicly displayed.
Pricing data refreshed every 2–6 hours typically. Menu structure changes weekly is standard. Higher-cadence refreshes available for time-sensitive use cases.