Market maps and company lists
Every company in a market, with category, location, size signals and links, collected from directories and company websites.
Industry · Market research & consulting
Web data for market research and consulting
Answer the client’s question with real numbers, not estimates. We build datasets for market sizing, competitor landscapes and company lists from public websites, cleaned and documented so you can cite them in your report.
Example market record
- Company
- Company 118
- Category
- Specialty coffee roaster
- Location
- Manchester, UK
- Products listed
- 46 (price range 8–34 GBP)
- Sells via
- Own store, Marketplace A
- Observed at
- 2026-11-02 09:00 UTC
Deliverables
Datasets built for your deliverable
Pricing and product landscapes
Products, prices and positioning across all players, so you can show where the gaps are.
Documented methodology
A short note on sources, dates and coverage that you can include in your report’s appendix.
Who it’s for
What teams do with it
Strategy consultants
Size markets and map competitors for due diligence and growth projects on tight deadlines.
Research agencies
Add hard web data to survey and interview findings.
In-house strategy teams
Get a one-off market scan without building scrapers yourself.
How it works
From your brief to a delivered dataset
Share the question
Tell us the market, the question you need to answer and your deadline. We propose sources and flag any gaps.
Review a free sample
Check a slice of the dataset and its structure before you commit.
Get the full dataset
Delivered once or refreshed, in CSV, Excel, Google Sheets or via API. Scrapers are maintained when sites change.
Accuracy
Numbers you can defend to a client
Your name is on the report. Every record keeps its source link and collection date, duplicates are merged, gaps are flagged instead of filled, and you get the coverage notes you need to explain the method.
How we collect data ↗Common questions
How fast can you deliver a one-off dataset?
It depends on the number and difficulty of sources. We give you a delivery date during scoping, and the sample usually arrives within a few days.
Can you combine data from many different sources?
Yes. That’s most of the work: we standardise fields across sources and merge records for the same company or product.
Do you collect contact details of people at these companies?
Not by default. Company-level data is our standard. Personal data needs a lawful basis and written agreement before collection.
Can we white-label the data in our report?
Yes. The dataset is delivered to you and you can present it under your own brand.
Request your free sample
Send the market and the question you need answered. We’ll reply within one business day with a sample plan.
hello@furnishdata.com- Free sample before you pay
- Public data, collected responsibly
- Every record traceable to its source
See a sample dataset · Is web scraping legal?
Related service
Data extraction ↗