Three Ways We Can Help

Each solution addresses a different problem — choose one or combine them.

Merged Datasets

Combine multiple sources into one unified schema. We reconcile field names, deduplicate overlapping records, and deliver a single analysis-ready file.

Examples
  • Fashion merge — ZARA + H&M + ASOS + Farfetch in one file, consistent field names, deduped
  • Hotel reviews merge — Booking.com + TripAdvisor + Yelp into a single reviews schema
  • Luxury fashion — Burberry + SSENSE + Net-a-Porter merged with unified category taxonomy

Best for: Analytics teams, BI tools, recommendation models, and anyone who doesn't want to join datasets manually.

Filtered Downloads

Don't need the whole dataset? Filter before delivery — by category, region, price range, date range, language, availability, or any other field. Pay only for what you actually use.

Examples
  • Beauty subset — Amazon reviews filtered to skincare only, 4-star+, English, 2024–2026
  • UK fashion only — ASOS products filtered to UK availability, in-stock, below £50
  • Recent hotels — Booking.com reviews from 2023 onwards, English language only

Best for: Buyers who need a specific slice of a large dataset and don't want to pay for records they'll filter out themselves.

Custom Scraping

Any website, any fields, any frequency. You specify the source URL, the schema you need, and the delivery schedule — we handle proxies, captchas, pagination, and ongoing maintenance.

Examples
  • Weekly pricing — Booking.com hotel rates for 50 specific London properties, every Monday
  • New arrivals — ZARA new-in section scraped daily, email alert on new SKUs
  • Niche source — any website not in our catalog, built to your field specification

Best for: Teams that need a specific source we don't cover, or recurring fresh data without managing scraping infrastructure.

How It Works

From request to delivery in three steps — usually within 48–72 hours for standard requests.

01
Submit your request

Tell us what you need — the source, fields, filters, format, and any delivery schedule. Use the form below or email us directly. No obligation.

02
We scope and quote

We review your request and reply within 24 hours with a clear scope, record count estimate, format, and fixed price. No hidden fees.

03
Data delivered to spec

Once agreed, we build and deliver. You receive a download link with your data in CSV or JSON. We'll re-deliver if anything doesn't match spec.

Example Requests We've Fulfilled

Real examples of custom data solutions built for buyers like you.

Merged Fashion
All US luxury fashion in one file

Burberry, Farfetch, SSENSE, and Net-a-Porter merged into a single schema with unified category taxonomy, deduped by product URL, delivered as CSV + JSON.

Filtered Reviews
Amazon beauty reviews — skincare only

From 100M+ reviews filtered to skincare category, 4-star and above, English language only, 2024–2026 date range. ~800K records delivered.

Custom scrape Hospitality
Weekly hotel rates for 50 London properties

Recurring Monday delivery — room rates, availability, cancellation policy, and check-in fees from Booking.com for a specific watchlist of 50 properties.

Merged Reviews
Hotel reviews from 3 platforms in one schema

Booking.com + TripAdvisor + Yelp hotel reviews merged, duplicates removed, consistent rating normalisation, covering 2020–2026.

Filtered Fashion
ASOS women's fashion — UK, in-stock, under £50

Subset of ASOS product catalog filtered to womenswear, UK availability, in-stock only, priced under £50. Delivered as CSV with images column.

Custom scrape Ecommerce
Daily new-arrivals feed from a niche retailer

A fashion retailer not in our catalog — we built the scraper to their field specification and deliver a new-arrivals diff file every morning.

Pricing

Custom solutions are priced per project based on source complexity, record count, and delivery frequency. We quote before you commit — no surprises.

  • Filtered downloadFrom $49 — based on record count of the filtered subset
  • Merged datasetFrom $99 — based on total records and number of sources
  • One-time custom scrapeFrom $175 — based on site complexity and record count
  • Recurring scrape (weekly/monthly)Custom quote — includes maintenance and re-delivery SLA
  • Fashion image datasetsFrom $225 — includes image download + metadata
See full pricing
Not sure what you need?

Describe your use case and we'll suggest the right solution — merged, filtered, or custom scrape — and give you a record count estimate before quoting.

We reply within 24 hours on business days.

Ready to Get Data Built to Your Spec?

Submit your request and we'll scope it, quote it, and deliver it — usually within 48–72 hours.