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Opening Hours Monitoring for
Food Delivery Leaders

Opening Hours Monitoring eliminates the guesswork from partner availability by tracking exact active schedules across global markets. Dispatch and strategy teams deploy couriers efficiently and capture unfulfilled demand before competitors react.

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Trusted by Fortune 500.

Get real-time data from all food platforms.

Without this data

Your team fails to align network supply with actual restaurant availability.

Operating on outdated venue schedules breaks the fundamental logistics of food delivery. Dispatch efficiency drops and customer satisfaction plummets when your fleet attempts to service closed merchants.

Strategic
Flawed market density planning
Network expansion teams model regional coverage using outdated restaurant schedules. You misallocate annual budgets toward neighborhoods that actually shut down completely after eight o'clock.
Operational
Manual schedule reconciliation
Account managers waste hours every week updating partner shift changes by hand. Your regional teams constantly chase operators over phone calls to verify basic weekend availability.
Business
Lost late night order volume
Customer orders bounce repeatedly when algorithms route them to offline merchants. You bleed direct transaction volume to rivals who know exactly which ghost kitchens stay open past midnight.
Intelligence
Delayed shift pattern reporting
Executives review offline merchant rates weeks after the financial quarter closes. Leadership lacks the current operational intelligence needed to adjust fleet incentives ahead of major holiday weekends.
Sample signal

What an opening hours record looks like

A structured availability record maps the exact active delivery windows for a single merchant across multiple platforms. Your teams parse normalized shift blocks directly into routing and marketing engines.

Merchant Venue Platform ID Observed Hours Status Venue Rating Last Checked
McDonald's - Times Square UBER_EATS_NY 00:00 - 24:00 24/7 Active 4.6 / 5 today 08:14
Sweetgreen - Astor Place DOORDASH_01 10:30 - 21:00 Early Close 4.8 / 5 today 09:22
Burger King - Camden High St DELIVEROO_UK 11:00 - 23:00 Normal Hours 3.9 / 5 yesterday
Taco Bell - Wicker Park GRUBHUB_CHI 10:00 - 02:00 Late Night 4.1 / 5 2 days ago
Shake Shack - Covent Garden JUST_EAT_LON 11:00-15:30, 17:00-22:30 Split Shift 4.5 / 5 today 07:05
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What you get

Your team gains accurate venue schedule intelligence.

FoodDataLab delivers standardized operational hours for millions of venues globally. Your logistics and strategy teams execute campaigns based on verified merchant availability.

40+ countries
Global market span
Track exact restaurant opening hours across dozens of regions worldwide.
<24 hours
Schedule update pace
Detect shifts in partner availability within a single daily data cycle.
5+ platforms
Platform comparisons
Compare active operational hours between your app and key competitors.
Zero duplicates
Venue ID resolution
Reconcile duplicated venue entries to maintain a clean database schema.

What food delivery providers want to understand with data

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FoodDataLab use cases across food delivery departments

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Why in-house food delivery data scraping costs more than you think

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How our data serves pricing and marketing teams worldwide

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Why comparing food delivery platform pricing is so hard?

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Business impact

Align fleet supply and marketing spend with real-time venue availability.

Precise schedule tracking transforms how your platform routes orders and allocates incentives. You eliminate wasted dispatch attempts and capture order volume from rivals who sleep on late-night availability.

Capture off peak orders
Identify competitors closing early and extend your own partner schedules. You immediately absorb the unfulfilled order volume in that neighborhood.
Win late night delivery
Spot which ghost kitchens keep their delivery tablets active after dark. Your marketing team can target campaigns precisely when rivals go offline.
Optimize fleet logistics
Align fleet deployments with verified operational hours across regions. Your dispatch algorithms stop sending couriers to closed restaurant venues.
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How it works

From raw schedule data to actionable availability metrics in 3 steps.

We process millions of venue availability signals into a structured format ready for immediate deployment. The pipeline runs continuously to ensure your scheduling data reflects current operational reality.

1

Extract

Our infrastructure extracts opening hours directly from Uber Eats, DoorDash, and Google Maps without manual intervention. We continuously monitor these public storefronts to capture exact active schedules.
2

Normalize

Inconsistent shift blocks are standardized into a single unified availability format. We match these cleaned hours to exact venue locations to ensure accurate cross-platform operational comparisons.
3

Deliver

Availability records flow directly into your Metabase dashboards or via REST API. Your operational teams query the latest shift data immediately without waiting for tedious weekly spreadsheet updates.
FAQ

Questions we get from strategy leaders like you

Get straight answers about how we map global availability accurately at scale.

Start mapping partner availability today.

Request a sample of schedule intelligence covering your specific operating cities. Our analysts will configure a dataset that highlights actual venue hours with no upfront commitment.

  • A dedicated data expert assigned to your case
  • No obligation, free consultation
  • Full support from scoping to delivery

Need an NDA first? Just mention it in the form - we're happy to sign.

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