Web Scraping Services

From a one-time list to a daily price feed — we build, run and maintain the scrapers, and you get clean, structured data in the format you already use.

What We Do

Eight ways teams use DataHarbor. Every one of them starts with a free sample.

Custom Web Scraping

Any public website, the exact fields you need. We build, run and maintain the scraper — you only see the clean output.

Best for: Teams that need data from a specific site with no ready-made API.

  • Fields and schema agreed up front
  • Pagination, filters, locations covered
  • CSV, Excel, JSON or database

One-Time Datasets

A single, complete snapshot of a website, category or market — ideal for research, lead lists and model training.

Best for: Market research, due diligence, lead lists, ML training data.

  • Full snapshot in one delivery
  • Deduplicated and normalized
  • No subscription required

Scheduled Data Feeds

The same dataset refreshed daily, weekly or monthly, delivered automatically to where your team already works.

Best for: Dashboards, pricing tools and any process that needs fresh data.

  • Daily, weekly, bi-weekly or monthly runs
  • Only new or changed records on request
  • Scraper maintenance included

Price & Product Monitoring

Track competitor prices, discounts, stock and sellers across marketplaces and online stores — by product, keyword or location.

Best for: Retailers, brands (MAP monitoring), marketplaces and pricing teams.

  • SKU-level price and stock history
  • Seller and buy-box tracking
  • ZIP / pin code level pricing

Lead Generation Data

Business lists from maps and public directories with category, address, phone, website, rating and review counts.

Best for: Agencies, B2B sales teams and local marketing platforms.

  • Any category in any city or region
  • Business contact fields from public listings
  • Ratings for lead qualification

Review & Sentiment Data

Customer reviews and ratings for your brand and competitors, structured for sentiment analysis and product research.

Best for: Brand, CX, product and market research teams.

  • Rating, text, date and language
  • Brand and competitor coverage
  • Reviewer identities excluded

Market & Alternative Data

Job postings, real estate listings, travel rates and other public signals that show where a market is moving.

Best for: Investors, analysts, consultancies and strategy teams.

  • Multi-source, consistent schema
  • Historical snapshots over time
  • Ready for BI tools and notebooks

Search, SEO & AI Data

Search results, AI Overviews and chatbot answers for your keywords, plus clean web text for AI and RAG pipelines.

Best for: SEO teams, AI product teams and brand visibility monitoring.

  • SERP positions and features
  • AI answer and citation tracking
  • Clean text corpora for AI

How We Work With You

Pick the model that fits today — you can switch from one-time to scheduled at any point.

One-time project

One complete dataset, delivered once. From $49 — no subscription.

  • Free sample first
  • Up to 100K records from $49–$249
  • Delivery in your format

Scheduled feed

Your dataset refreshed on a schedule and delivered automatically.

  • Daily, weekly or monthly
  • Maintenance included
  • Change-only delivery available

Custom pipeline

Multiple sources, enrichment and direct delivery into your systems.

  • Multi-site, multi-country
  • Database, S3, SFTP or API
  • Dedicated engineer

Our Process

Five steps from your first message to data landing in your systems.

  1. 1

    Share your requirements

    Target websites, fields, volume, frequency and delivery format.

  2. 2

    Feasibility & schema

    We check the site, confirm what is available and agree on the schema.

  3. 3

    Free sample

    You receive real records to validate fields, coverage and quality.

  4. 4

    Build & quality checks

    We run the full extraction with deduplication, normalization and validation.

  5. 5

    Deliver & maintain

    Data arrives in your format; scheduled feeds keep running when sites change.

Included in Every Project

  • Anti-bot, CAPTCHA and proxy handling
  • JavaScript rendering for dynamic pages
  • Geo-targeting by country, city or ZIP
  • Deduplication and normalization
  • Validation on every delivery
  • Data dictionary for every field
  • Re-delivery if data misses the agreed schema
  • NDA on request

Delivered Where You Work

CSVExcelJSONXMLGoogle SheetsAmazon S3SFTPPostgreSQLMySQLMongoDBBigQueryWebhook / API

Responsible collection. We collect publicly available data only, exclude personal data by default, avoid pages behind a login and sign NDAs on request.

Industries We Serve

Browse free sample datasets for your industry or see what we collect.

Fashion & Apparel

Track fashion prices in real time

E-commerce & Marketplaces

Know every competitor price, every day

Quick Commerce & Grocery

See prices and stockouts by pin code

Travel & Hospitality

Benchmark hotel, flight and rental rates

Real Estate

Every listing, price change and new property

Local Business Leads

Build B2B lead lists from public directories

Reviews & Reputation

Hear what customers say — at scale

Food Delivery & Restaurants

Compare menus, fees and promotions

Jobs & Labor Market

Track hiring demand as it happens

Healthcare & Pharmacy

Monitor medicine prices and availability

Search, SEO & AI Answers

See what Google and AI assistants show

Social Media & News

Public posts, profiles and articles, structured

Services FAQ

Which websites can you scrape?

Most public websites — marketplaces, retailers, travel and real estate portals, directories, review sites, job boards and search engines. If the data is visible in a browser without logging in, we can usually collect it. We confirm feasibility before you commit.

How fast can I get data?

Free samples are usually ready within 24 hours. Full one-time datasets typically take a few days depending on volume; scheduled feeds start as soon as the schema is approved.

What happens when a website changes its layout?

For scheduled feeds, maintenance is included: we detect the change, update the scraper and re-deliver. You do not need to open a ticket.

Do you collect personal data?

No by default. We focus on publicly available business, product and market data and exclude personal data such as reviewer identities. If your use case needs something specific, we review it with you first.

How is pricing calculated?

One-time datasets are priced per website by volume: $49 up to 10,000 records, $179 up to 50,000 and $249 up to 100,000. Larger volumes, recurring feeds and heavily protected sites get a fixed custom quote — no hidden per-request fees. See the pricing page for details.

Not sure which service fits?

Describe the website and what you want to do with the data. We'll suggest the simplest setup and send a free sample.

Or e-mail us at info@dataharbor.net.

Free sample, no commitment. We only use your e-mail to reply to this request.