How researchers use proxies
Web research in computer science, communication, economics, political science and public health often needs proxies:
- Measuring localisation: how search results, news, prices or content moderation differ between countries.
- Auditing algorithms: what recommendation and ad systems show to different users.
- Collecting public data at a scale that a single IP can't handle politely.
- Studying censorship and access across regions.
Why Webshare suits research budgets
Research budgets are tight and grant-bound. Webshare's model helps:
- Free plan for pilots and method development.
- Low-cost datacenter lists for broad collection from lenient sites.
- Rotating residential with fine geo-targeting for studies that need realistic local users.
- Predictable monthly plans that are easy to justify in a budget.
See Webshare pricing explained.
Method design
- Match the context: IP location, browser language, timezone and device. A study of "what users in Brazil see" needs all of these to match.
- Use several IPs per location to separate location effects from IP-level personalisation.
- Record everything: IP location, provider, time, browser configuration, and raw responses.
- Run repeated measurements rather than single snapshots.
- Document the proxy setup in your methods section, including limits (for example, that residential IPs approximate but aren't identical to real users).
Ethics and review
Most institutions require ethics review for studies involving human subjects or personal data. Web studies can involve both. Points to address:
- Personal data: minimise, pseudonymise early, store securely, set retention limits.
- Site terms and load: respect rate limits and robots.txt where appropriate.
- Residential IP ethics: residential IPs belong to real people. Use a provider that sources them responsibly, and don't run studies that could harm those users. See ethically sourced proxies.
- Restricted targets: some sites are restricted on Webshare's residential network. See restricted sites and KYC.
General guidance in ethical web scraping.
Reproducibility
Proxies introduce variability. To help others reproduce your work, publish code and configuration, describe the proxy products and targeting used, and share collected data where licences and ethics allow.
Budget tip: Before scaling, run a short pilot with Webshare on your real targets and record success rate, latency and bandwidth per result. Our our complete Webshare guide explains which Webshare product fits which job.
Comparing providers
Studies often run in bursts, so non-expiring bandwidth can stretch a grant further. Geonode offers that model; see Geonode for academic research and Webshare vs Geonode for academic research.
Budget template for a study
| Line | Example |
|---|---|
| Pilot (method development) | Free plan |
| Datacenter list for broad collection | Monthly plan for the collection period |
| Residential traffic for localised measurement | Estimated GB x price per GB |
| Contingency | 20% for re-runs and retries |
| Storage and compute | Separate line |
Estimating residential GB from a pilot keeps the budget realistic.
Data management plan
- Collection: what, when, from where, with which IPs.
- Storage: encrypted, access-controlled, with retention dates.
- Personal data: minimised and pseudonymised early.
- Sharing: what can be released, under which licence.
- Deletion: when and how data is destroyed.
Many funders and ethics boards expect a plan like this.
Validating measurements
Cross-check a sample of proxy-based measurements with other vantage points: volunteers in the target country, cloud servers in the region, or a second provider. If results agree, your methodology is stronger.
Proxy tip: For a second opinion on hard targets, run the same test through Geonode residential proxies, which support sticky sessions up to 24 hours and ASN targeting. We compare the two in Webshare vs Geonode.
Teaching and coursework
For courses that teach web measurement or scraping, Webshare's free plan lets students practise with real proxies without paying. Remind students about ethics and site terms before they start.
A real-world example
A political communication researcher studies how search engines present election information in 10 countries. Using Webshare residential IPs in each country, with browsers set to local language and timezone, a script runs a fixed list of neutral queries twice a week for three months and stores the raw results. The methods section lists the provider, targeting level, number of IPs per country, dates and limitations, and the code is published with the paper.
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.
Key takeaways
- Webshare's free plan suits pilots, with datacenter and residential plans for real collection.
- Match IP location, language, timezone and device for localisation studies.
- Use several IPs per location and repeat measurements.
- Address personal data, site load and residential IP ethics in your ethics review.
- Document provider, product, targeting and limits in your methods section.
FAQ
Can I use Webshare's free plan for research?
For pilots and developing methods, yes. Most studies need a paid plan for real data collection.
Should I use residential or datacenter proxies for research?
Residential when you need realistic local users; datacenter for broad collection from lenient sites.
How do I describe proxies in a methods section?
Name the provider and product, the targeting level, the number of IPs or sessions, dates, and known limits.
Can I use university servers with Webshare?
Yes. If the servers have fixed IPs, IP authorization is a convenient option.
How do I budget proxies in a grant?
Estimate requests and GB from a pilot, add a contingency, and list datacenter and residential costs separately.
Is proxy-based measurement accepted in peer review?
It's widely used in web measurement research when methods and limitations are documented clearly.
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.