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
Share your requirements
Target websites, fields, volume, frequency and delivery format.
2
Feasibility & schema
We check the site, confirm what is available and agree on the schema.
3
Free sample
You receive real records to validate fields, coverage and quality.
4
Build & quality checks
We run the full extraction with deduplication, normalization and validation.
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.
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.