What market research needs from proxies
Market research means collecting public information about products, prices, competitors, job postings, reviews, real estate listings and trends, often across many countries. The data has to be accurate for the market you're studying, which means seeing it from that market. Our market research proxies guide covers the general approach.
Rayobyte lists market research among the core uses of its residential and ISP proxies.
Matching product to source
| Source | Product |
|---|---|
| Local pricing, offers and availability | Premium Residential by country, city or ZIP |
| Public statistics, filings and open data | Rotating datacenter |
| Review sites and forums | Premium Residential or rotating ISP |
| Job boards and real estate portals | Premium Residential, with sticky sessions for pagination |
| News and media monitoring | Rotating datacenter, residential for paywalled previews or geo-restricted pages |
| Hard sources at volume | Scraping API |
Seeing each market correctly
Prices, product ranges, promotions and even site layouts change by country. Use country targeting for national research and city or ZIP for local research, and set language and currency to match. Rayobyte's residential network spans 190+ countries, so you can run the same study across many markets with one provider. See Rayobyte geo-targeting.
Building a research dataset
- Define the questions first: which markets, which products or categories, which fields.
- Map each source to the cheapest product that works, using the free trial.
- Collect on a schedule that matches how often the data changes.
- Store raw pages as well as extracted fields, so you can re-parse when you find mistakes.
- Record collection metadata: time, exit location and product used.
Residential tip: Before scaling, run a short pilot with Rayobyte on your real targets and record success rate, latency and GB per result. Our our complete Rayobyte guide explains which Rayobyte product fits which job.
Data quality habits
- Validate against expectations. Prices outside a sensible range usually mean a block page or a parsing error.
- Check for personalization. Fresh sessions without cookies give a neutral view.
- Sample by hand. Look at a few pages through the Chrome extension to confirm what you're collecting.
- Watch for layout changes that break parsers silently.
Volumes and costs
Market research projects vary wildly. A 10-country competitor price study of 5,000 products per country, refreshed weekly, is about 200,000 fetches a month; at 150 KB that's 30 GB, about $105 on Premium Residential at the smallest tier, or $100 for 50 GB at the next tier. Public datasets on rotating datacenter cost a few dollars. See Rayobyte pricing explained.
Responsible collection
Stick to public data, avoid personal information you don't need, respect rate limits, and check each source's terms. Logins, banks and government sites are blocked on Rayobyte residential traffic. For many government statistics, official downloads or APIs are better anyway. See ethical web scraping.
Related guides
For specific research types, see Rayobyte for price monitoring, Rayobyte for e-commerce scraping, Rayobyte for travel fares and Rayobyte for AI training data.
Proxy tip: If your residential usage goes up and down, compare Geonode: its per-GB residential bandwidth doesn't expire, so you only pay for what you use. See Geonode for market research.
How it compares
See Rayobyte vs Geonode for market research, Rayobyte vs Webshare for market research and all three for market research.
Not sure this is the right proxy type for the job? The best proxies in 2026 guide compares residential, ISP, datacenter and mobile options, and our cheap proxies guide covers budget picks that still work.
Budget tip: If you want a cheap proxy to try this with, Webshare has a free plan with 10 datacenter proxies and 1 GB of bandwidth a month, no card required. Paid lists let you pick proxy count, bandwidth and location. See Webshare for market research.
Key takeaways
- Market research needs data seen from each market: use residential targeting by country, city or ZIP.
- Use datacenter for open data and the Scraping API for the hardest sources.
- Store raw pages and collection metadata for quality and re-parsing.
- Validate, sample by hand and stick to public data.
FAQ
Can I research many countries with one Rayobyte account?
Yes. Premium Residential covers 190+ countries, and you change the target per request.
Do I need residential proxies for market research?
For local prices and offers, usually yes. For open data and many news sites, datacenter proxies are enough.
How do I handle sites in other languages?
Set the language and currency the site expects for that market, and store raw pages so you can translate and re-parse later.
Sources and further reading
Independent references that back up the points above, from standards bodies, governments, universities and non-profits. They open in a new tab.
- hiQ Labs v. LinkedIn (9th Cir. 2022) (US Court of Appeals for the Ninth Circuit): The appeals ruling on scraping publicly available profile data.
- Common Crawl (Common Crawl Foundation): The open web crawl that many AI training datasets are built from.
- RFC 6265: HTTP State Management Mechanism (Cookies) (IETF / RFC Editor): The cookie standard, which ties a session together regardless of IP.
- AI Index Report (Stanford HAI): Stanford's annual data report on the state of AI.
- The Chromium Projects (Chromium): The open-source project behind Chrome and headless Chrome.
Editorial note: Proxy providers change their pools, features and prices often, so treat any figures here as typical ranges at the time of writing and confirm current terms with the provider before you buy.