Quick Commerce Data Scraping In Singapore, built for the island's instant delivery economy
Our quick commerce data scraping in Singapore service pulls product catalogues, SKU pricing, stock status, ratings and dark-store coverage from every major grocery and instant delivery app in the city-state structured, deduplicated, and delivered on a schedule you set.
Quick Commerce Industry Overview In Singapore
Singapore's grocery and instant-delivery market is compact but fiercely competitive, with new dark stores and SKUs launching every week. Here's the landscape our pipelines are built for.
Between homegrown supermarket apps, regional quick commerce players, and food-delivery platforms now running 30-minute grocery lanes, product data in Singapore shifts constantly new SKUs list weekly, prices move by time slot, and vouchers rotate daily. Manual tracking cannot keep pace at this speed, which is why our quick commerce data scraping in Singapore service is built for teams who need structured pipelines instead of spreadsheets.
Our Quick Commerce Data Scraping Services In Singapore
Full coverage of the quick commerce data stack for teams running quick commerce data scraping in Singapore programs from raw extraction to analytics-ready delivery.
Product Data Extraction
SKU names, brands, pack sizes, and categories across every grocery and quick commerce app in Singapore.
Catalogue & Listing Scraping
Full catalogue structure with variants, bundles, and category hierarchy, refreshed on schedule.
Pricing & Promotion Monitoring
Shelf price, member price, vouchers, and bundle discounts tracked across time slots and platforms.
Reviews & Ratings Extraction
Star ratings, review text, sentiment tags, and rating trend history per store.
Delivery & Fulfilment Intelligence
Delivery slot windows, minimum basket size, delivery fee tiers, and serviceable postal codes.
Dark Store & Location Mapping
Geo-coordinates, store counts, dark-store footprint, and district-level density mapping.
Leading Quick Commerce Delivery Platforms We Scrape
Supermarket apps, quick commerce grocery layers, and on-demand delivery platforms serving Singapore.
Coverage is built and maintained per client requirement, in line with each platform's public data and applicable terms of use.
Product Data Extraction
A complete, deduplicated product master list per platform the foundation layer every downstream analysis depends on.
- SKU name, brand, pack size, and category tags
- Availability status and shelf-life flags
- Cross-platform ID matching to remove duplicates
{
"sku_id": "WDC-SGP-04821",
"name": "Fresh Milk 1L",
"platform": "FairPrice Online",
"district": "Bishan",
"category": ["Dairy", "Chilled"],
"price_sgd": 3.15,
"rating": 4.5,
"status": "in stock",
"last_scraped": "2026-07-10T09:12:00Z"
}
Catalogue & Listing Scraping
Full catalogue capture including variants and bundles, so pricing and merchandising teams work from the same source of truth.
- Item name, description, category, and sub-category
- Variants, pack sizes, and bundle groups
- Halal, organic, and dietary tags with stock flags
| Item | Category | Price S$ | Type |
|---|---|---|---|
| Jasmine Rice 5kg | Staples | 12.90 | Halal |
| Chicken Breast 500g | Poultry | 6.50 | Chilled |
| Instant Laksa Cup | Instant Food | 2.10 | Halal |
| Kaya Toast Set | Bakery | 4.80 | Veg |
Pricing & Promotion Monitoring
Track how prices and vouchers move across platforms and time slots, down to the promo-code level.
- Shelf price vs. member/app-exclusive price
- Active vouchers, flat-off and percentage-off deals
- Historical price change logs for trend analysis
| Item | Platform | Base S$ | Offer |
|---|---|---|---|
| Family Grocery Bundle | RedMart | 39.90 | 15% OFF |
| 2 Bento Combo | WhyQ | 18.00 | Flat S$3 |
| Weekly Meal Pack | Dahmakan | 45.00 | Buy1Get1 |
| Soup Set | The Soup Spoon | 12.50 |
Store Reviews & Ratings Data Extraction
Structured review capture with rating history, so you can spot quality drift before it shows up in churn.
- Overall rating and delivery-experience sub-ratings
- Review text with date and reviewer tier
- Rating trend tracked over rolling 30/90-day windows
{
"store_id": "WDC-SGP-01193",
"rating_overall": 4.3,
"rating_delivery": 4.5,
"review_count_30d": 248,
"rating_trend_90d": "+0.1",
"top_tags": ["fast delivery", "fresh produce"]
}
Delivery & Fulfilment Intelligence
Understand serviceability and delivery economics at the store and district level.
- Estimated delivery slot windows by postal district
- Minimum basket size and delivery fee tiers
- Serviceable radius and dark-store assignment
| District | ETA | Min Order | Fee S$ |
|---|---|---|---|
| Tampines | 22–28 min | 15 | 2.99 |
| Jurong East | 28–35 min | 20 | 3.99 |
| Bishan | 18–24 min | 15 | 2.49 |
Dark Store & Outlet Location Data
Geo-tagged store data for footprint mapping, whitespace analysis, and competitor density studies.
- Latitude/longitude and full postal address
- Outlet type: supermarket, dark store, kiosk
- Brand-wise outlet counts per district
| Brand | District | Outlets | Type |
|---|---|---|---|
| Sheng Siong Online | Woodlands | 6 | Dark Store |
| Cold Storage Online | Orchard | 4 | Supermarket |
| Giant Online | Bedok | 9 | Supermarket |
Quick Commerce Data Fields We Extract
A standard field set that most engagements start from extended per client on request.
Sample Quick Commerce Dataset
A preview of the raw fields our crawlers pull from quick commerce platforms across Singapore this is a 10-row sample from a live dataset refreshed daily.
| # | Store / Brand | Category | District Area | Rating | Diet | Platforms | Price | Hours | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 01 | FairPrice Finest | Groceries | Central Orchard | ★ 4.5 | Mixed | FPORDM | S$45 | 8am–10pm | 2026-07-10 05:40 |
| 02 | Boxgreen Snack Box | Healthy Snacks | East Tampines | ★ 4.4 | Vegetarian | BXGRDM | S$18 | 9am–9pm | 2026-07-10 05:55 |
| 03 | Cold Storage Online | Groceries & Deli | Central Novena | ★ 4.3 | Mixed | CSO | S$60 | 8am–11pm | 2026-07-10 06:02 |
| 04 | The Soup Spoon Express | Soups & Sets | West Jurong East | ★ 4.2 | Vegetarian | TSS | S$12 | 10:30am–9pm | 2026-07-10 05:48 |
| 05 | Dahmakan Weekly Meals | Ready Meals | Central Bugis | ★ 4.3 | Mixed | DHM | S$45 | 11am–8pm | 2026-07-10 06:07 |
| 06 | Giant Online | Hypermarket | East Bedok | ★ 4.1 | Mixed | GNTRDM | S$70 | 7am–11pm | 2026-07-10 05:33 |
| 07 | Sheng Siong Online | Groceries | North Woodlands | ★ 4.4 | Mixed | SSO | S$40 | 8am–10pm | 2026-07-10 06:15 |
| 08 | Grain Daily Bento | Ready Meals | Central Marina Bay | ★ 4.6 | Mixed | GRNWHY | S$16 | 10am–3pm | 2026-07-10 05:59 |
| 09 | Qoo10 Household Bundle | Household | West Clementi | ★ 4.0 | N/A | Q10 | S$25 | 24 hours | 2026-07-10 05:21 |
| 10 | AMGD Healthy Set | Ready Meals | Central Toa Payoh | ★ 4.5 | Healthy | AMGWHYRDM | S$14 | 10am–8:30pm | 2026-07-10 06:20 |
🇸🇬 Sample records live Singapore quick commerce data API returns full datasets with all scraped fields across 28 postal districts
Access Full Dataset →Quick Commerce Industry Use Cases
How teams put this data to work once it lands in their warehouse.
Competitive price benchmarking
Compare pricing across your SKUs vs. competing grocery apps, district by district.
Dark store site selection
Identify underserved districts using outlet density and delivery-slot data.
Dynamic catalogue optimisation
Spot high-performing SKUs and pricing gaps across your assortment.
Marketplace commission analysis
Reconcile listed prices against payouts across platforms.
Brand reputation monitoring
Track rating drift and review sentiment across stores in near real time.
Market-entry research
Size Singapore's quick commerce market before committing to launch.
Industries We Serve
Quick Commerce & Grocery Platforms
Dark Store Operators
Quick Commerce Delivery Aggregators
FMCG & Packaged Food Brands
Market Research Firms
Investors & PE / VC Analysts
Pricing & Revenue Teams
Consulting & Advisory Firms
Benefits Of Quick Commerce Data Scraping
What structured, always-fresh quick commerce data actually changes for your team.
Faster decisions
Skip manual audits pricing and catalogue changes land in your pipeline within hours.
Island-wide coverage
See every store in Singapore, not just the ones your team can manually check.
Historical trendlines
Price, rating, and offer history that spreadsheets can't reconstruct after the fact.
Clean, deduped data
One product record per SKU, matched across platforms no duplicate noise.
Analyst hours saved
Redeploy research time from data collection to actual analysis and strategy.
API-ready delivery
Plug data directly into your BI tools, dashboards, or internal systems.
Our Quick Commerce Data Collection Process
Built on the same disciplined precision Singapore's logistics hubs run on a coded, repeatable system that scales without dropping a single record.
Scope & target mapping
We confirm platforms, districts, and the exact field set your use case needs.
Pipeline build
Custom crawlers and parsers are built per platform, respecting each site's structure and terms.
Scheduled extraction
Data is pulled on the cadence you need hourly, daily, or weekly.
Cleaning & deduplication
Records are normalised, cross-platform matched, and validated before delivery.
QA & anomaly checks
Automated checks flag missing fields, price outliers, and broken listings.
Delivery & handoff
Final data lands in your chosen format or API endpoint, on schedule.
Data Delivery Formats & API Integration
Take the data however your stack consumes it.
CSV / Excel
Ready for spreadsheets and BI tools.
JSON
Nested, structured records for apps.
REST API
Query live data on demand.
Database push
Direct delivery into your warehouse.
{
"count": 2650,
"page": 1,
"results": [ "..." ],
"updated": "2026-07-10T06:00:00Z"
}
Areas Covered Across Singapore
Central-region-first coverage that extends into the east, west, and north as quick commerce networks expand.
Frequently Asked Questions
We collect publicly available data and structure our pipelines around each platform's public listings, applicable terms, and Singapore's PDPA guidelines. We recommend clients review their own use case with legal counsel, especially for redistribution.
Refresh cadence is set per engagement commonly hourly for pricing/offers, daily for catalogues, and weekly for outlet/location data.
Yes we build custom field mapping per client rather than delivering a fixed template. Share your schema and we'll scope accordingly.
CSV, Excel, JSON, direct database push, or REST API access whichever fits your existing stack.
Yes, coverage extends across all 28 postal districts, scoped on request based on platform availability in the east, west, and north-east regions.
Fill in the form below with your district and platform of interest we'll share a free structured sample dataset within one business day.
Why Choose Our Web Data Crawlers?
Streamline Research
Automate data collection for comprehensive insights.
Save Time
Efficiently gather and analyze data from multiple sources.
Real-time Updates
Stay continuously informed with the latest information.
Competitive Advantage
Monitor competitors' activities and pricing strategies.
Insightful Analysis
Extract trends and patterns for strategic decision-making.
Market Intelligence
Aggregate data from diverse websites effortlessly.
Customizable Solutions
Tailored to fit specific business requirements seamlessly.
Enhanced Productivity
Streamline workflows and boost efficiency significantly.
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