WEBSITE CONTENT SCRAPING
Website Content Scraping for Articles, News & Text Data.
Extract clean, structured content from websites — including articles, blog posts, news pages, documentation, product descriptions, and other text-heavy content. Content is cleaned, deduplicated, and delivered with metadata intact so it's ready for research, analysis, training, or republishing (where permitted).
- Articles, blogs & news
- Clean, structured text output
- Metadata & author info preserved
- API, database, CSV & JSON delivery
OVERVIEW
Website content scraping for research, analytics, and text workflows.
Text content on the web is one of the largest and most valuable data sources available — news articles, blog posts, product descriptions, documentation, reviews, and research papers. But extracting it cleanly at scale is challenging: pages mix content with navigation, ads, and boilerplate; layouts vary wildly across sources; formatting is inconsistent; and content needs to be deduplicated, cleaned, and tagged with meaningful metadata before it's usable.
Website content scraping solves this. We build workflows that identify the actual content on each page — separate from navigation, ads, sidebars, and footers — extract it in a clean, readable form, and preserve important metadata like title, author, publication date, category, and source URL. The result is a structured content dataset ready for research, text analysis, machine learning, or any other downstream workflow.
Every workflow respects the source's public availability and any applicable terms of use. Where republishing or redistribution is required, we confirm the source's licensing before proceeding.
CAPABILITIES
What our website content scraping service handles.
Every workflow is built around the specific content types and metadata requirements your project needs.
Article & blog extraction
Extract full article text, titles, authors, and publication metadata from blogs and articles.
News & publications
Structured extraction from news sites and publications, with publication date and category.
Boilerplate removal
Strip navigation, ads, sidebars, and other non-content elements to leave clean text.
Formatting preservation
Preserve headings, paragraphs, lists, and structural formatting where required.
Author & date metadata
Extract author, publication date, update date, and other metadata alongside the content.
Category & tag extraction
Capture category, tags, and content classification where displayed by the source.
Deduplication
Detect and merge duplicate content that appears across multiple pages or sources.
Change monitoring
Detect content changes across sources over time for research and monitoring workflows.
WORKFLOW
A structured approach to website content scraping.
FIELDS
Define exactly what you need.
Website content workflows can output any combination of content, metadata, and source fields your project requires.
| FIELD | TYPE | EXAMPLE |
|---|---|---|
| title | String | Best Wireless Headphones of 2026 |
| content | Text | Full article body |
| summary | Text | Auto-generated summary |
| word_count | Integer | 1240 |
| language | String | en |
| author | String | Jane Doe |
| published_at | Datetime | 2026-09-15T10:00:00Z |
| updated_at | Datetime | 2026-09-18T14:30:00Z |
| category | String | Technology › Audio |
| tags | Array[String] | ["wireless","audio","2026"] |
| source | String | example.com |
| source_url | URL | https://example.com/article/123 |
| canonical_url | URL | https://example.com/blog/best-headphones |
| image | URL | Featured image URL |
| captured_at | Datetime | 2026-10-02T09:00:00Z |
| content_hash | String | Content hash |
| is_duplicate | Boolean | false |
Field availability depends on the source and content structure. Custom field mapping is available for any schema.
DELIVERY
Get the output where you need it.
Website content 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.
| source_url | image | word_count | title | author | published_at | language |
|---|---|---|---|---|---|---|
| https://example.com/blog/best-wireless-headphones-2026 | https://cdn.example.com/img/wh-2026.jpg | 1,240 | Best Wireless Headphones of 2026 | Jane Doe | 2026-09-15 | en |
| https://example.org/news/new-earbuds-launch | https://cdn.example.org/img/eb-launch.jpg | 820 | New Earbuds Launch Brings Active Noise Cancellation | John Smith | 2026-09-22 | en |
| https://example.net/guides/headphone-buying-guide | https://cdn.example.net/img/hp-guide.jpg | 2,180 | The Complete Wireless Headphone Buying Guide | Rahul Sharma | 2026-08-30 | en |
| 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 →
Data Extraction Services
Transform website content into structured datasets containing the exact fields you need.
Explore Service →
Dynamic Website Scraping
Extract from JS-rendered article pages, SPAs, and infinite scroll content sites.
Explore Service →
Data Cleaning & Structuring
Normalize, deduplicate, and validate content data for analytics and search.
Explore Service →
Real-Time & Scheduled Scraping
Run recurring content collection on daily, hourly, or custom schedules.
Explore Service →
Web Data APIs
Expose content datasets through APIs designed around your application.
Explore Service →
FAQ
Website Content Scraping — frequently asked questions.
What is website content scraping?
Website content scraping extracts text content from websites — including articles, blog posts, news pages, documentation, and other written content. It captures the clean content itself (separated from navigation, ads, and boilerplate) alongside metadata like title, author, and publication date, producing a structured dataset ready for research, analysis, or downstream use.
Which types of content can you extract?
We can extract articles, blog posts, news stories, documentation, product descriptions, reviews, and other text-heavy content. Each source is evaluated during the analysis phase to confirm structure and content types.
How do you separate content from navigation and ads?
We use content-detection logic tailored to each source — identifying the main content element by structure, class names, semantic markup, or content density analysis — and stripping out navigation, ads, sidebars, and footers so the output is clean text.
Do you preserve formatting like headings and paragraphs?
Yes, when required. We can output content in plain text, structured HTML, Markdown, or JSON with structured blocks — preserving headings, paragraphs, lists, and inline formatting based on your requirements.
Do you extract author and publication metadata?
Yes, where the source exposes it. We capture author, publication date, update date, category, tags, and canonical URL, giving your dataset full context for analysis.
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 content scraping run on a schedule?
Yes. Workflows can run once, daily, hourly, or on fully custom schedules, with automated delivery into your chosen destination. Change detection can identify new and updated articles across runs.
How do you handle content changes over time?
Recurring workflows are monitored in production. When a source changes its page structure or content layout, we update the extraction logic. Change detection identifies updates so you can track which articles have been modified.
What does the pricing include?
Pricing covers content analysis, extraction workflow development, sample validation, ongoing monitoring, deduplication, metadata extraction, 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 content quality before scaling.
Need website content scraping built around your sources?
Tell us which websites you want to extract content from, the metadata you need, and how often the content should refresh. Our team will design a content workflow around your requirements.