Get a continuous, live stream of structured data extracted from any website — prices, products, listings, menus and more — delivered directly to your systems the moment data changes.
A real-time web data feed is a continuous, automated stream of structured data extracted from websites — delivered to your systems the moment data changes, not hours or days later.
Unlike traditional batch scraping (where you wait for a scheduled run), our real-time feeds monitor your target websites 24/7 and push updates to you the instant a price drops, a new listing appears, a menu item changes, or a product goes out of stock.
Any business that needs to act on web data fast — not hours or days later — is a candidate for real-time feeds.
Monitor competitor prices on Amazon, Flipkart and Shopify in real time. Trigger automatic repricing rules the moment a competitor changes their price.
Track Blinkit, Zepto, Zomato, Swiggy data live — SKU availability, pricing changes, delivery windows and dark store inventory in real time.
Get instant alerts when new properties are listed on 99acres, MagicBricks or Zillow — before your competitors even know they exist.
Real-time feeds of public social content — brand mentions, trending hashtags, influencer post data and sentiment signals as they happen.
Live fare and hotel rate feeds from Booking.com, MakeMyTrip, Airbnb — power dynamic pricing engines, fare alerts and availability calendars.
Real-time feeds from news portals, financial sites and government data sources — for trading signals, compliance monitoring and market intelligence platforms.
Actual structured data samples from our real-time feeds. Select an industry to see what your data would look like.
| Product Name | Platform | Old Price | New Price | Change | Rating | Stock | Detected At | Event |
|---|---|---|---|---|---|---|---|---|
| iPhone 15 Pro 256GB | amazon.in | ₹1,34,900 | ₹1,29,900 | ▼ 3.7% | 4.8 ⭐ | In Stock | 14:32:01 | PRICE DROP |
| Samsung Galaxy S24+ | amazon.in | ₹79,999 | ₹74,999 | ▼ 6.2% | 4.6 ⭐ | In Stock | 14:32:04 | PRICE DROP |
| OnePlus 12 5G 256GB | flipkart | — | ₹64,999 | — | 4.5 ⭐ | In Stock | 14:32:08 | NEW LISTING |
| Google Pixel 8 Pro | amazon.in | ₹1,06,999 | ₹1,06,999 | — 0% | 4.6→4.7⭐ | In Stock | 14:32:12 | RATING UPD |
| Redmi Note 13 Pro+ | flipkart | ₹29,999 | ₹29,999 | — | 4.4 ⭐ | Out of Stock | 14:32:19 | OUT OF STOCK |
| Nothing Phone 2a | amazon.in | ₹34,999 | ₹32,999 | ▼ 5.7% | 4.3 ⭐ | In Stock | 14:32:27 | PRICE DROP |
| Restaurant | Platform | Item | Old Price | New Price | Category | Rating | Delivery ETA | Event |
|---|---|---|---|---|---|---|---|---|
| Burger King | Zomato | Whopper Meal | ₹449 | ₹299 | Burgers | 4.1 ⭐ | 28 min | OFFER |
| McDonald's | Swiggy | McAloo Tikki | ₹59 | ₹49 | Burgers | 4.3 ⭐ | 22 min | PRICE DROP |
| Domino's Pizza | Zomato | Farmhouse L | — | ₹399 | Pizza | 4.5 ⭐ | 35 min | NEW ITEM |
| Behrouz Biryani | Swiggy | Dum Biryani | ₹349 | ₹399 | Biryani | 4.6 ⭐ | 45 min | PRICE UP |
| KFC | Zomato | Bucket Meal | ₹649 | ₹499 | Chicken | 4.0 ⭐ | 30 min | OFFER |
| Pizza Hut | Swiggy | Peppy Paneer | ₹449 | ₹449 | Pizza | 4.2→4.4⭐ | 38 min | RATING UPD |
| Property | Location | Type | Size | Old Price | New Price | Change | Source | Event |
|---|---|---|---|---|---|---|---|---|
| 3 BHK Apartment | Bandra, Mumbai | Residential | 1,450 sqft | — | ₹4.2 Cr | — | 99acres | NEW LISTING |
| 2 BHK Flat | Whitefield, Bangalore | Residential | 980 sqft | ₹1.1 Cr | ₹98 L | ▼ 10.9% | MagicBricks | PRICE DROP |
| Office Space | Cyber City, Gurugram | Commercial | 3,200 sqft | ₹2.8 Cr | ₹2.8 Cr | — | 99acres | STATUS UPD |
| 4 BHK Villa | ECR, Chennai | Residential | 3,800 sqft | — | ₹2.1 Cr | — | Housing.com | NEW LISTING |
| 1 BHK Studio | Andheri, Mumbai | Residential | 480 sqft | ₹78 L | ₹72 L | ▼ 7.7% | MagicBricks | PRICE DROP |
| Plot / Land | Sarjapur, Bangalore | Land | 2,400 sqft | ₹1.4 Cr | — | — | 99acres | DELISTED |
| Route / Property | Platform | Type | Old Price | New Price | Change | Date | Availability | Event |
|---|---|---|---|---|---|---|---|---|
| DEL → BOM | MakeMyTrip | Flight | ₹5,499 | ₹3,899 | ▼ 29% | Mar 28 | 12 seats | FARE DROP |
| BLR → GOI | Cleartrip | Flight | ₹4,200 | ₹6,100 | ▲ 45% | Apr 5 | 4 seats | FARE SPIKE |
| Taj Lands End, Mumbai | Booking.com | Hotel | ₹18,500 | ₹14,200 | ▼ 23% | Apr 12 | Available | RATE DROP |
| BOM → DXB | MakeMyTrip | Flight | — | ₹12,400 | — | Apr 8 | 38 seats | NEW FARE |
| Airbnb Beach Villa, GOA | Airbnb | Homestay | ₹9,800/n | ₹7,200/n | ▼ 26% | Apr 15–22 | Available | RATE DROP |
| DEL → SIN | Cleartrip | Flight | ₹28,000 | ₹28,000 | — | Apr 20 | 2 seats left | LOW AVAIL |
{
"feed_id": "feed_ecom_amazon_001",
"feed_type": "real_time",
"source": "amazon.in",
"category": "Electronics/Smartphones",
"timestamp": "2025-03-20T14:32:04.812Z",
"latency_ms": 47,
"event": {
"type": "price_change",
"product_id": "B0CHX3QBCH",
"asin": "B0CHX3QBCH",
"title": "Samsung Galaxy S24+ 5G (256GB)",
"brand": "Samsung",
"url": "https://amazon.in/dp/B0CHX3QBCH",
"price": {
"old": 79999,
"new": 74999,
"currency": "INR",
"change_abs": -5000,
"change_pct": -6.25
},
"in_stock": true,
"stock_qty": "Only 3 left in stock",
"rating": 4.6,
"reviews": 12840,
"seller": "Samsung India Electronics",
"images": ["https://...", "https://..."],
"previous_seen":"2025-03-20T14:15:22Z"
}
}
✓ Fully documented schema available · ✓ Custom fields on request
We deliver real-time feeds in whatever format your infrastructure uses. Mix and match delivery methods in a single feed.
Pull fresh data on demand via a standard JSON REST API. Ideal for apps, dashboards and scripts.
JSON · Auth KeyWe POST every change event to your endpoint the moment it's detected. Zero polling required.
HTTP POST · HMAC SignedPersistent connection for sub-second event streaming. Best for trading dashboards and alerts.
WSS · Real-TimeScheduled flat-file exports via SFTP, S3 or email. Perfect for analysts and BI tools.
CSV · XLSX · SFTP/S3See why businesses choose managed real-time feeds over building their own scraping infrastructure.
| Feature | MDS Real-Time Feed Recommended | Batch Scraping | Build Your Own |
|---|---|---|---|
| Data freshness | Under 60 seconds | Hours to days | Depends on setup |
| Setup time | 3–5 business days | 1–2 weeks | Weeks to months |
| Infrastructure needed | ✓ None — fully managed | Server costs | High (proxies, servers) |
| Anti-bot / CAPTCHA handling | ✓ Built-in | Partial | ✗ Manual |
| Proxy rotation | ✓ 10M+ IPs included | Extra cost | ✗ Build yourself |
| Data cleaning & QA | ✓ Automated | Manual | ✗ Manual |
| Webhook / API delivery | ✓ Included | ✗ No | Build yourself |
| Uptime SLA | 99.9% guaranteed | No SLA | You're responsible |
| Adapts to site changes | ✓ AI-powered | ✗ Breaks | ✗ Breaks |
| Maintenance required | Zero | Ongoing | Constant |
| Starting cost | From $99/mo | From $49/mo | $2,000–10,000+/mo |
All plans include full feed setup, maintenance, anti-bot bypass and data QA. No hidden fees.
All plans include a 14-day free trial with sample data. No credit card required to start.
Plug our real-time feeds directly into the tools your team already uses.
Tell us what website you need data from and what fields matter to you. We'll study it and send you a sample + proposal within 24 hours — completely free, no commitment.