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Delivery Model · Scheduled Feeds · Automated5★ on Clutch & Trustpilot

Scheduled Data Feeds for Food, Grocery & Alcohol — Set & Forget

Automated, recurring data drops delivered on your schedule — daily, hourly or custom. Fresh CSV/JSON or API feeds land in S3, Snowflake, BigQuery, Azure or FTP automatically. Set it once and the data simply keeps arriving.

Daily
to 15-min
cadence
200+
Sources
supported
99.9%
On-time
delivery
Auto
Hands-off
refresh
Live · Scheduled Feed
◆ FDS
Next dropin 02:14:07
CadenceDaily 06:00 UTC
DestinationS3 + Snowflake
Last drop✓ on time
FormatCSV + JSON
Automated recurring delivery · set once
Coverage across
Daily FeedsHourly Feeds15-Min FeedsCSV / JSONParquetS3 / GCS / AzureSnowflake / BigQueryFTP / SFTPWebhooksTimestamped
What It Is

What are Scheduled Data Feeds?

Scheduled feeds are automated, recurring data deliveries — fresh datasets dropped to your destination on a fixed cadence (daily, hourly, or any interval you choose) with no manual pulls and no scraper to run.

You define the sources, fields, format and schedule; we deliver clean, deduplicated data to S3, GCS, Azure Blob, Snowflake, BigQuery, FTP or a webhook — automatically, on time, every cycle.

Scheduled feeds suit teams that need predictable, hands-off data delivery for dashboards, models and reports — with on-time-delivery SLAs and alerts if a drop is ever delayed.

How it works

  • Pick your cadence — daily, hourly, custom
  • Pick your format — CSV, JSON, Parquet
  • Pick your destination — S3, warehouse, FTP
  • We deliver — automatically, on time
  • Deduplicated — clean, ready-to-load
  • Versioned — every drop timestamped
  • Alerts — notified on every delivery
  • SLA — on-time guarantee
// The Problem

The cost of not tracking Scheduled Feeds.

Manual tracking can't keep up with how fast this market moves. Here's what it quietly costs every week.

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Across Scheduled Feeds sources, decisions get made on partial samples instead of full-market coverage.

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Data arrives in inconsistent formats that need heavy cleaning before it's usable.

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Raw web data needs heavy cleaning ahead of it's usable, burning analyst hours.

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One-off pulls go stale immediately — there's no fresh, always-on feed. Teams working on Scheduled Feeds feel this most.

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Scaling from one source to dozens multiplies maintenance cost and fragility.

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Data is scattered throughout dozens of sites with no single, queryable source of truth.

// Who It's For

Built for teams that need Scheduled Feeds

Six ideal-customer profiles — each with the fields, granularity and delivery format that team actually needs.

[ 01 ] icons

Engineering & Platform

Reliable APIs and scheduled drops you can build on, with SLAs instead of brittle in-house crawlers — applied to Scheduled Feeds.

EngPlatformDevOps
[ 02 ] icons

Banks, Lenders & Insurers

Independent operational indicators for underwriting, risk scoring and portfolio monitoring — purpose-built for Scheduled Feeds.

RiskUnderwritingCredit
[ 03 ] icons

Product Teams

Live data to power features — comparison, pricing, discovery — without owning the pipeline — tuned for Scheduled Feeds.

ProductGrowth
[ 04 ] icons

Product & Engineering

Reliable APIs and schemas to embed live data into apps, tools and internal platforms — specifically for Scheduled Feeds buyers.

ProductEngPlatform
[ 05 ] icons

Pricing & Revenue

Daily or hourly competitor feeds wired into dynamic-pricing and revenue models — applied to Scheduled Feeds.

PricingRevenue
[ 06 ] icons

Data & Analytics Teams

Raw structured feeds piped straight into your warehouse and BI stack for custom modeling — purpose-built for Scheduled Feeds.

DataBIAnalytics
// Capabilities

What we capture — end to end.

Every field QA-validated and delivered in your preferred format. Custom fields on request.

Daily Feeds
Same time, every day
Hourly Feeds
24 drops/day
15-Min Feeds
Price-sensitive use
CSV / JSON
Standard formats
Parquet
Warehouse-native
S3 / GCS / Azure
Cloud storage
Snowflake / BigQuery
Direct loads
FTP / SFTP
Legacy systems
Webhooks
Event-driven
Timestamped
Versioned drops
Delivery Alerts
Every cycle
On-Time SLA
Guaranteed

— Any source, any format, any schedule — delivered automatically —

// Country-Wise Demand

Country-wise Scheduled Feeds coverage.

Demand, platforms, regulation and seasonality differ by country — our pipelines localize for each.

🇺🇸

United States

Scheduled Feeds — Always-on feeds across US food, grocery and alcohol platforms — delivered to your US or global cloud region.

Daily/Hourly
Cadence
US-East
Cloud region
SOC2-ready
Security
REST/Files
Delivery

Top demand drivers we model

Daily refreshHourly optionEvent triggersBackfillWebhooks

Most-asked in United States

Scheduled Feeds feedsDaaS pipelinesScheduled feeds
🇬🇧

United Kingdom

Scheduled Feeds — GDPR-aligned managed feeds for UK platforms, delivered to EU/UK regions on your schedule.

Daily/Hourly
Cadence
EU-West
Cloud region
GDPR
Aligned
REST/Files
Delivery

Top demand drivers we model

Daily refreshGDPR controlsBackfillWebhooksAlerts

Most-asked in United Kingdom

Scheduled Feeds feedsDaaS pipelinesScheduled feeds
🇦🇪

UAE / Gulf

Scheduled Feeds — Managed Gulf-market feeds with bilingual data, delivered to your chosen region on schedule.

Daily/Hourly
Cadence
Multi-region
Cloud
Arabic+EN
Data
REST/Files
Delivery

Top demand drivers we model

Daily refreshRamadan cadenceBackfillWebhooksAlerts

Most-asked in UAE / Gulf

Scheduled Feeds feedsDaaS pipelinesScheduled feeds
🇮🇳

India

Scheduled Feeds — High-volume managed feeds across India's q-commerce and delivery platforms, refreshed as often as hourly.

Hourly
Cadence
Mumbai/AP-South
Region
Pin-code
Granularity
REST/Files
Delivery

Top demand drivers we model

Hourly refreshPin-code feedsBackfillWebhooksAlerts

Most-asked in India

Scheduled Feeds feedsDaaS pipelinesScheduled feeds
// Sample Data

A live Scheduled Feeds sample.

This is the actual data you'll receive — schema-validated and delivered as table, JSON, CSV, REST API feed or live dashboard.

scheduled_feeds.preview
Feed Source Type Region Refresh Volume Format
Restaurant Menu Feed Delivery apps Global Daily 2.1M rows JSON
Grocery SKU Feed Q-commerce India + US Hourly 5.4M rows CSV
Price Change Feed Multi-source 40+ countries 15-min Δ events Webhook
Alcohol Catalog Feed Retailers US + UK Daily 820K rows API
Reviews & Ratings Feed Delivery + maps Global Daily 9.8M rows JSON
{ "feed": "Restaurant Menu Feed", "source_type": "Delivery apps", "region": "Global", "refresh": "Daily", "volume": "2.1M rows", "format": "JSON" }
feed,source_type,region,refresh,volume,format Restaurant Menu Feed,Delivery apps,Global,Daily,2.1M rows,JSON Grocery SKU Feed,Q-commerce,India + US,Hourly,5.4M rows,CSV Price Change Feed,Multi-source,40+ countries,15-min,Δ events,Webhook Alcohol Catalog Feed,Retailers,US + UK,Daily,820K rows,API Reviews & Ratings Feed,Delivery + maps,Global,Daily,9.8M rows,JSON
— Delivered directly into your stack —
SnowflakeBigQueryAWS S3Power BITableauGoogle SheetsREST APIWebhooks
// Use Cases

How teams turn this data into real outcomes.

From operations to the boardroom — structured data drives every downstream decision.

[ 01 ] img

Auto-Refreshed Dashboards

Feeds land before business hours so dashboards are always current — no manual refresh.

[ 02 ] img

Model Retraining

Scheduled training data drops keep pricing and demand models fresh automatically.

[ 03 ] img

Daily Price Books

A fresh competitor price file every morning, loaded straight into your pricing system.

[ 04 ] img

Recurring Reports

Weekly or daily datasets delivered on time for repeatable analyst reporting.

[ 05 ] img

Warehouse Sync

Scheduled loads keep your Snowflake/BigQuery tables continuously up to date.

[ 06 ] img

Change Monitoring

Frequent drops feed change-detection and alerting workflows downstream.

// How It Works

From raw web to your stack — in four steps.

A managed pipeline that runs continuously, so your data is never stale.

[ 01 ]

Deliver & Monitor

Pushed to your API, warehouse or dashboard on schedule, with alerts and ongoing monitoring built in.

[ 02 ]

Map the Sources

We detect exactly which sites, apps and pages hold the fields you care about, then plan coverage.

[ 03 ]

Enrich & Score

Records are enriched, geo-tagged and confidence-scored, with AI signals layered where relevant.

[ 04 ]

Extract at Scale

Distributed crawlers pull the data reliably, handling defenses and respecting crawl budgets.

// Why Food Data Scrape

Why teams choose us for Scheduled Feeds

Most vendors don't own their data. We do — and that's the difference between generic and tuned to your market.

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Your exact schema. Delivered in the structure, format and cadence you specify, every single time — including Daily Feeds, Hourly Feeds, 15-Min Feeds, CSV / JSON.

img

We own the data. 220M+ pages crawled weekly spanning 200+ platforms — not bought from third parties.

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Plugs into your stack. API, ERP/WMS push, Snowflake, BigQuery, dashboards — your choice of delivery.

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40+ countries, localized. Currency, language, units and regulation handled per market — not generic.

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Scales with you. From a single pilot feed to multi-market, multi-million-record pipelines.

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Schema you control. Define exactly the fields, formats and cadence you need — we match your spec.

// FAQ

Scheduled Feeds FAQ

Common questions from the teams who use this data — answered.

What is a scheduled data feed?
An automated, recurring data delivery — fresh datasets dropped to your destination on a fixed cadence (daily, hourly or custom) with no manual pulls and no scraper to run.
What cadences can I choose?
Daily, hourly, every 15 minutes, or any custom interval. Drops are delivered at the time you specify, in your timezone.
Where are feeds delivered?
S3, GCS, Azure Blob, Snowflake, BigQuery, Databricks, FTP/SFTP, or a webhook endpoint — in CSV, JSON or Parquet.
What if a delivery is late?
On-time delivery is SLA-backed; you get an alert on every drop and an immediate notification if a cycle is ever delayed.
Is the data deduplicated and clean?
Yes — every drop is QA-validated, deduplicated and timestamped so it's ready to load with no extra cleaning.
How much do scheduled feeds cost?
From $3,000/month depending on sources, volume and cadence. Hourly/15-min feeds and multi-market scale priced per spec. Free sample drop available.
// Ready to Start?

Try Scheduled Feeds free for 48 hours.

Tell us your platforms, markets and fields, and we will provide a free Scheduled Feeds sample so you can validate quality ahead of any commitment.

Get a Free Food Data Sample

Get a Free Food Data Sample in 48 Hours.

Tell us your platforms, target markets and required fields — we'll map exactly what's possible with food data scraping, recommend the right approach, and send a working sample so you can verify quality before any commitment.

Free pilot — 1,000 records, no credit card
48-72 hour sample turnaround
GDPR-aligned · public data only · NDA on request
5★ rated on Clutch, GoodFirms & Trustpilot
Singapore Office
60 Paya Lebar Rd, #11-22
Paya Lebar Square
Singapore 409051
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Makarba, Ahmedabad
Gujarat 380051

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