CATEGORY & PAGINATION SCRAPING
Category & Pagination Scraping for Complete Listing Crawls.
Extract every item from category trees and paginated listings — including multi-page results, filter-based views, and infinite scroll feeds. Built for catalog coverage, price monitoring, listing intelligence, and any use case where missing a page means missing data.
- Complete category trees
- Multi-page pagination
- Infinite scroll & load-more
- API, database, CSV & JSON delivery
OVERVIEW
Category & pagination scraping for full, verifiable coverage.
Most websites organize their content into category trees and paginate the results. A single product category may span dozens of pages. A real estate directory may list thousands of properties across sub-categories and filters. Marketplaces split search results across hundreds of paginated views. And modern sites replace pagination entirely with infinite scroll or load-more buttons.
Category & pagination scraping solves the coverage problem. We build workflows that navigate the full category structure — from top-level categories through nested sub-categories, filter combinations, and every page of paginated results — so your dataset is complete, not sampled.
Every workflow is engineered around the specific structure of your target site: how categories are nested, how pagination is implemented (numbered pages, next buttons, infinite scroll, cursor-based), how filters interact with pagination, and how to detect the end of a listing. The result is a full dataset with correct totals, verifiable counts, and no duplicated or missed items.
CAPABILITIES
What our category & pagination scraping service handles.
Every workflow is engineered around the specific category structure and pagination model of your target websites.
Full category trees
Navigate nested categories and sub-categories to cover the complete taxonomy of your source.
Multi-page pagination
Iterate through every page of results — including numbered, next-button, and cursor-based pagination.
Infinite scroll capture
Automatically scroll to trigger loading and capture all items from infinite feeds and load-more listings.
Filter & facet handling
Combine filter combinations with pagination to cover every listing view the source exposes.
End-of-list detection
Detect when a listing has genuinely ended vs. when it failed to load, so counts stay accurate.
Deduplication across pages
Prevent duplicate records when items appear across multiple pages or filter views.
Scheduled recrawls
Run category crawls once, daily, weekly, or on custom schedules to keep coverage current.
Change detection
Detect new, removed, and updated listings across paginated views over time.
WORKFLOW
A structured approach to category & pagination scraping.
FIELDS
Define exactly what you need.
Category & pagination workflows can output any combination of listing, position, and crawl fields your source exposes.
| FIELD | TYPE | EXAMPLE |
|---|---|---|
| title | String | Wireless Noise-Cancelling Headphones |
| identifier | String | WH-210 |
| url | URL | https://…/listing/123 |
| image | URL | Thumbnail image URL |
| price | Number | 2499 |
| page_number | Integer | 3 |
| position_on_page | Integer | 12 |
| position_in_category | Integer | 132 |
| total_pages | Integer | 18 |
| total_items | Integer | 412 |
| category_path | String | Electronics › Audio › Headphones |
| category_slug | String | headphones |
| filters_applied | Object | {"brand":"Example","price":"1000-5000"} |
| category_url | URL | https://…/category/headphones |
| source | String | example.com |
| crawl_id | String | crawl-2026-10-02-01 |
| captured_at | Datetime | 2026-10-02T09:00:00Z |
| checksum | String | Record hash |
Field availability depends on the source and listing structure. Custom field mapping is available for any schema.
DELIVERY
Get the output where you need it.
Category & pagination workflows deliver through the format, destination, and frequency your team already works with.
SAMPLE OUTPUT
See the output before you scale.
A sample dataset lets you review fields, structure, and level of detail before committing to a full production workflow.
| listing_url | image | price | title | page_number | position_on_page | category_path |
|---|---|---|---|---|---|---|
| https://example.com/category/headphones/listing/wireless-headphones-210 | https://cdn.example.com/img/wh-210.jpg | ₹2,499.00 | Wireless Noise-Cancelling Headphones | 1 | 3 | Electronics › Audio › Headphones |
| https://example.com/category/headphones/listing/earbuds-m | https://cdn.example.com/img/em-114.jpg | ₹1,299.00 | Earbuds M — Lightweight | 1 | 4 | Electronics › Audio › Headphones |
| https://example.com/category/headphones/listing/wired-headphones-4l | https://cdn.example.com/img/wh-4l.jpg | ₹1,899.00 | Wired Headphones 4L | 2 | 1 | Electronics › Audio › Headphones |
| x | x | x | x | x | x | x |
| x | x | x | x | x | x | x |
EXPLORE MORE
Related services and solutions.
Website Scraping Services
General-purpose website scraping for static and dynamic sources.
Explore Service →
Dynamic Website Scraping
Extract from JS-rendered pagination, infinite scroll feeds, and interactive listings.
Explore Service →
E-Commerce Web Scraping
Product catalogs, pricing, and availability across categories and marketplaces.
Explore Service →
Real-Time & Scheduled Scraping
Run recurring category crawls on daily, weekly, or custom schedules.
Explore Service →
Data Cleaning & Structuring
Normalize, deduplicate, and validate crawled data across paginated views.
Explore Service →
Web Data APIs
Expose paginated crawl data through APIs designed around your application.
Explore Service →
FAQ
Category & Pagination Scraping — frequently asked questions.
What is category & pagination scraping?
Category & pagination scraping is the process of extracting every item from category trees and paginated listings — including nested sub-categories, filter-based views, multi-page results, and infinite scroll feeds. The goal is complete listing coverage, not a sample of the first page.
Why is pagination scraping important?
Most websites only show a fraction of their listings on the first page. If a workflow stops after page 1, you miss 90%+ of the data. Pagination scraping ensures your dataset includes every item in every category, so downstream analysis and monitoring are accurate.
Can you handle infinite scroll and load-more pagination?
Yes. Our workflows simulate scrolling and clicking to trigger loading, capturing every item from infinite scroll feeds and load-more listings — not just the first batch that loads on page load.
How do you avoid missing items or duplicating records?
Each workflow includes end-of-list detection to confirm when a listing has genuinely ended, and deduplication logic to prevent duplicate records when the same item appears across multiple pages or filter views.
Can you combine filters with pagination?
Yes. For sources that paginate filtered views (for example, brand + price range + color), we can combine filter combinations with pagination so every listing view is fully captured.
How is the data delivered?
Data can be delivered through REST APIs, JSON, CSV, Excel, direct database inserts, scheduled feeds, cloud storage, or custom integrations.
Can category crawling run on a schedule?
Yes. Workflows can run once, daily, weekly, monthly, or on fully custom schedules, with automated delivery into your chosen destination.
How do you handle pagination model changes?
Recurring workflows are monitored in production. When a source changes its pagination model (for example, switching from numbered pages to infinite scroll), we update the crawl logic so coverage stays complete.
What does the pricing include?
Pricing covers category analysis, pagination logic development, sample validation, ongoing monitoring, deduplication, schema validation, and delivery through your chosen format.
Can I request a sample before committing?
Yes. We provide a sample dataset for a defined scope so you can review the fields, structure, and level of detail before scaling.
Need category & pagination scraping built around your sources?
Tell us which categories you want to crawl, how the pagination works, and the fields you need. Our team will design a workflow around your requirements.