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One API key · Every vertical · JSON

The All-in-One Scraping API for Ecommerce, Food, Travel, Real Estate & Social Data

Stop stitching together a different vendor for every data type. One unified scraping API covers ecommerce, food & restaurant, grocery, travel, real estate and social media data — plus AI-powered parsing for anything that doesn't fit a template — all behind a single API key and one consistent response schema.

all-in-one scraping API unified data API multi-vertical extraction single API key structured JSON
POST /v1/{vertical}/search
$ curl https://api.webfusiondata.com/v1/ecommerce/product \
-H "Authorization: Bearer $WFD_API_KEY" \
-d '{"url": "https://example-store.com/item/8841"}'
 
{
  "vertical": "ecommerce",
  "id": "WFD-8841203",
  "title": "Wireless Earbuds Pro",
  "price": 79.99,
  "rating": 4.6
}

What Is the All-in-One Scraping API and How Does It Work?

The all-in-one scraping API is a single integration that routes requests to the right extraction pipeline for whatever kind of data you're pulling — a product listing, a restaurant menu, a flight fare, a property listing, a social profile — and returns it in a consistent JSON envelope. Instead of managing separate contracts, API keys and response formats for each data vendor, you call one API, specify the vertical and the source, and get structured data back every time.

01

Pick a vertical

Call the endpoint for the data type you need — ecommerce, food, grocery, travel, real estate or social.

02

We handle the crawl

Proxy rotation and headless rendering run behind the scenes for every vertical, on the same infrastructure.

03

Data gets parsed

Vertical-specific parsers, backed by the AI parser for edge cases, extract the fields automatically.

04

Response is normalized

Every vertical returns the same envelope shape, so downstream code stays consistent.

05

JSON comes back

You get a structured response synchronously, via webhook, or in a bulk export — across every vertical.

Key Features of the Web Fusion Data All-in-One Scraping API

Everything a multi-vertical data pipeline needs, exposed through a single, consistent API surface.

1K

One API key, every vertical

A single key authenticates requests across ecommerce, food, travel, real estate and more.

RT

Real-time & scheduled requests

Call any vertical synchronously, or schedule recurring monitoring jobs across all of them.

JS

Headless browser rendering

JavaScript-heavy pages across every vertical are fully rendered before extraction.

AI

AI parser fallback

Unsupported sites or formats automatically route to AI-powered extraction instead of failing.

PX

Managed proxy rotation

Rotating residential and datacenter proxies with automatic CAPTCHA and block handling.

WH

Webhooks across verticals

One webhook configuration can receive change events from any vertical you monitor.

SDK

SDKs & no-code options

Client libraries for common languages, plus no-code and low-code integration paths.

QA

Schema validation & QA

Automated checks catch broken selectors or malformed responses before they reach you.

Every Vertical Covered by One Unified API

Seven data categories, one integration. Each vertical has its own dedicated endpoints and schema, callable with the same API key.

EC

Ecommerce

Product, price, review, seller and inventory data from marketplaces and storefronts.

product dataprice monitoring
FD

Food & Restaurant

Restaurant, menu, review and delivery data from food ordering platforms.

menu datadelivery data
GR

Grocery & Quick Commerce

Grocery product, pricing, stock and delivery-slot data from grocery apps.

stock dataquick commerce
TR

Travel & Hospitality

Flight, hotel, fare and availability data from airlines, OTAs and metasearch sites.

fare datahotel rates
RE

Real Estate

Property, valuation, agent and listing-status data from listing portals and MLS feeds.

property datalisting status
SM

Social Media

Public profile, post, hashtag and engagement data from major social platforms.

engagement datahashtag trends
AI

AI-Powered Parsing

Natural-language and schema-based extraction for anything outside a standard template.

document parsingself-healing
+

Custom Verticals

Need a category that isn't listed? Custom parser builds extend the same unified API.

custom buildsany industry

Top Performing Domains Covered Across All Verticals

A sample of the ready-built parsers available the moment you get your API key — spanning every vertical the API supports.

Amazon Walmart eBay Zomato Uber Eats DoorDash Instacart Blinkit BigBasket Google Flights Booking.com Airbnb Zillow Realtor.com Rightmove Instagram TikTok LinkedIn + 150 more domains across all verticals

All-in-One Scraping API Endpoints & Request Types

One predictable URL pattern — /v1/{vertical}/{resource} — covers every data category behind the same authentication and response structure.

POST/v1/ecommerce/productFetch structured product, price and review data from an ecommerce listing URL.
POST/v1/food/restaurantFetch restaurant, menu and delivery data from a food ordering platform URL.
POST/v1/grocery/productFetch grocery product, pricing and stock data from a grocery or quick commerce app URL.
POST/v1/travel/flightFetch flight fare and availability data for a given route, date and airline.
POST/v1/realestate/propertyFetch property, valuation and listing-status data from a real estate listing URL.
POST/v1/social/profileFetch public profile and engagement data from a social media platform.
POST/v1/parseRoute unsupported sites or documents through the AI parser using natural-language instructions.
GET/v1/status/:job_idCheck the status and progress of any asynchronous crawl or bulk job, across every vertical.

Sample Request & Response

Swap the vertical in the URL and the request shape stays the same — here's the identical pattern applied to a real estate listing.

POST /v1/realestate/property
$ curl https://api.webfusiondata.com/v1/realestate/property \
-H "Authorization: Bearer $WFD_API_KEY" \
-d '{"url": "https://example-listings.com/property/6604"}'
 
{
  "vertical": "realestate",
  "id": "WFD-6604215",
  "address": "148 Cedar Hollow Rd",
  "list_price": 482000,
  "status": "active"
}

Authentication, Rate Limits & Concurrency

Every account gets a single bearer-token API key that works across all verticals, a shared sandbox environment, and clear, predictable limits.

KEY

One key, every vertical

The same API key authenticates requests to ecommerce, food, travel, real estate and every other endpoint.

RL

Shared rate limit pool

Request limits scale with your plan and apply across verticals, with clear headers on remaining quota.

SB

Sandbox environment

Test integrations across every vertical against sample responses before spending live request credits.

Monitor Every Request Across Every Vertical From a Live Dashboard

Every account includes a dashboard showing request volume, latency, success rate and job status in real time — broken down by vertical, so you can see exactly where usage is coming from.

api.webfusiondata.com / dashboard Live
412,980
Requests today, all verticals
99.9%
Success rate
540ms
Avg. latency
7
Verticals active on this key
Requests / hour, last 24h
Recent requests
POST /v1/ecommerce/product200 · 410ms
POST /v1/food/restaurant200 · 520ms
POST /v1/travel/flight200 · 640ms
POST /v1/social/profile200 · 380ms
POST /v1/realestate/property429 · retry
GET /v1/status/7731200 · 160ms

Data Fields & Output Schema Across Verticals

Field names go deeper per vertical, but every response shares the same outer envelope — so your parsing logic stays the same no matter which endpoint you call.

vertical
Which data category the response belongs to — ecommerce, food, grocery, travel, realestate or social
id
Unique identifier for the record, consistent in shape across verticals
title / name
Primary display name of the record — product title, restaurant name, listing address, and so on
price / fare / rate
The core numeric value relevant to that vertical, always paired with a currency field
rating, review_count
Aggregate rating and review volume, where the source exposes one
status / availability
Current status flag — in stock, open, active, available — specific to that vertical
source_platform
Name of the platform the data was extracted from
crawled_at
Timestamp marking exactly when the data was captured

Integration, SDKs & Delivery Options

Integrate however fits your stack — call the REST API directly, use a client library, or push results from every vertical straight into storage.

SDK

Client SDKs

Lightweight libraries for common languages wrap authentication and routing across verticals.

WH

Webhooks

Register one callback URL and receive events from every vertical you've subscribed to.

NC

No-code connectors

Pipe results from any vertical directly into spreadsheets, BI tools or automation platforms.

CSV

Bulk exports

JSON, CSV or XLSX exports for bulk jobs, delivered to S3, GCS or your own bucket.

DB

Database push

Managed connectors write results from all verticals straight into your warehouse on a schedule.

DOC

Full API documentation

Versioned reference docs covering every vertical's endpoints, fields and changelogs.

Proxy Management, AI Parsing & Anti-Bot Handling

The same infrastructure layer powers every vertical, so reliability and extraction quality don't vary depending on which data type you're calling.

IP

Rotating proxy pools

Residential and datacenter IPs rotate automatically across every vertical to avoid blocks.

AI

AI parser fallback

Sites outside a vertical's standard templates automatically fall back to AI-powered extraction.

CAP

CAPTCHA handling

Automated CAPTCHA solving is built into the request pipeline for every vertical, with no manual steps.

Business Use Cases of the All-in-One Scraping API

01

Unified data infrastructure

Replace five vendor contracts with one API powering every product team's data needs.

02

Cross-industry market research

Pull comparable data across ecommerce, travel and real estate for broad market studies.

03

Super-app & aggregator backends

Power apps that span multiple verticals — food, grocery, travel — on one data layer.

04

Data-as-a-service reselling

Build and resell vertical-specific data products on top of one underlying API.

05

Rapid prototyping across verticals

Test a new product idea in any vertical without onboarding a new data vendor.

06

Enterprise vendor consolidation

Cut vendor sprawl by replacing multiple scraping contracts with a single relationship.

07

AI agent & function-calling backends

Give an AI agent one tool that can fetch real-world data across every vertical it needs.

08

Investment & due-diligence research

Pull signals across industries for analysts who need more than one data category.

Why Developers Choose Our All-in-One Scraping API

A developer-first API for teams who need data from more than one industry and don't want to manage a different vendor, key and schema for each one.

99.9%
API uptime SLA on paid plans
7
Data verticals on one API key
150+
Domains with ready-built parsers
<600ms
Median response time per request

Ready when you are

Get Started with Our Food Scraper

Tell us the platforms, cities and fields you need — Web Fusion Data will scope a crawl and send back a sample dataset within one business day.

Frequently Asked Questions

Do I need a separate API key for each vertical?
No. One API key authenticates requests across every vertical — ecommerce, food, grocery, travel, real estate, social and the AI parser.
Can I mix AI parsing with vertical-specific endpoints in the same workflow?
Yes. Call a vertical endpoint for sites with a ready-built parser, and fall back to /v1/parse for anything outside the standard template — all on the same key and billing.
Is using this API legal across all these verticals?
The API collects only publicly available page data and applies rate limits designed not to disrupt target sites, across every vertical. We're glad to walk through compliance specifics for your use case before you integrate.
Do rate limits apply per vertical or across the whole account?
Rate limits are shared across your account by default, scaling with your plan. Dedicated per-vertical limits are available on higher-tier plans for teams with uneven usage patterns.
What response formats are supported?
JSON is the default response format across every vertical. Bulk export jobs can also be delivered as CSV or XLSX.
Is there a sandbox or free tier for testing?
Yes, every account includes a sandbox environment with sample responses across all verticals so you can test your integration before spending live request credits.
Can I request a new vertical or industry that isn't listed?
Yes, custom vertical and parser development is available on higher-tier plans. Send us the industry and the fields you need and we'll scope the build.
FAQ Illustration