Use Cases
Proxy Use Cases for Scraping, Automation & Data Collection
Guides for every workload that depends on proxy infrastructure — from scraping to brand protection and AI training data.
Quick Answer
What are proxies used for?
A proxy routes an application's traffic through another network connection, which can help a business collect public web data, observe location-specific results, and run geographically distributed testing. Common proxy use cases include web scraping, price monitoring, SEO rank tracking, AI data collection, ad verification, brand protection, market research, and localization testing. The right configuration depends on the required geography, IP type, session duration, estimated volume, and application.
A proxy provides the network route; it does not extract or validate data by itself. Customers are responsible for ensuring their collection and automation activities comply with applicable laws and third-party terms.
Find Your Use Case
Which proxy use case fits your workflow?
Match what you're trying to do to the guide that covers it.
| What you need to do | Why a proxy may help | Usually appropriate | Recommended guide |
|---|---|---|---|
| Collect public web data across countries | Provides geographically distributed request routes | Residential proxies | Web Scraping |
| Collect material for AI or RAG pipelines | Supports geographically diverse crawling at scale | Residential proxies; mobile where justified | AI and LLM Training |
| Operate an AI agent that browses websites | Provides the network layer beneath browser or HTTP automation | Depends on target and geography | AI Agents |
| Compare localized prices and availability | Allows repeatable observations from selected locations | Residential proxies | Price Monitoring |
| Track rankings across countries or cities | Helps establish a consistent geographic observation point | Residential; mobile for mobile SERPs | SEO Monitoring |
| Check how an advertisement appears by location | Helps test regional delivery and landing pages | Residential or mobile | Ad Verification |
| Test country- or city-specific application behavior | Provides a location-specific network route | Residential or mobile | Geolocation Testing |
| Research products and competitors by market | Supports public-web research across regions | Residential proxies | Market Research |
| Monitor marketplaces for misuse or counterfeits | Supports repeated regional observations | Residential proxies | Brand Protection |
All Proxy Use Cases
Nine real-world workflows where proxy infrastructure changes what's possible.
AI AgentsAI Agents
Give AI agents reliable web access for browser automation, research, monitoring, and data collection.
Geolocation TestingGeolocation Testing
Test websites, apps, ads, pricing, and content exactly as users see them in each market.
Ad VerificationAd Verification
Monitor ads, landing pages, and campaign compliance from any region.
Market ResearchMarket Research
Collect market, competitor, product, and consumer data from any region.
AI & LLM TrainingAI & LLM Training
Collect fresh web data for training, fine-tuning, RAG, and evaluation pipelines.
SEO MonitoringSEO Monitoring
Track rankings, SERPs, and competitors from any location.
Residential or Mobile?
Residential vs. mobile proxies, by requirement
A proxy isn't always necessary, and the two IP sources aren't interchangeable. This is a starting point, not a mandate.
| Requirement | Residential proxies | Mobile proxies |
|---|---|---|
| Broad global coverage | Usually the stronger fit | Depends on available mobile coverage |
| Web scraping across many websites | Common starting option when direct access is insufficient | Useful when a mobile network context is specifically required |
| Price and marketplace monitoring | Strong fit | Useful for mobile-specific experiences |
| Local SEO and SERP monitoring | Country and city observations | Mobile SERP and carrier-context observations |
| Ad verification | Regional web advertising | Mobile ads and mobile landing experiences |
| Long, related browser actions | Sticky session | Sticky or individually assigned mobile route |
| Independent high-volume requests | Rotating access | Rotating mobile pool |
| Small task that works directly | A proxy may not be needed | A proxy may not be needed |
Scope
What the proxy does — and what it doesn't
A proxy is one layer in a larger pipeline. Here's where its responsibility starts and stops.
| Component | Responsibility |
|---|---|
| Proxy | Provides the exit network and supported location/session behavior |
| Scraper or browser automation | Opens pages and performs actions |
| Parser or extraction model | Converts responses into structured information |
| Validation layer | Determines whether the returned result is usable |
| Storage or CRM | Retains the evidence and makes it available to the team |
Before You Buy
Five factors that decide what infrastructure you need
Work through these before comparing products or pricing.
- 1Geography: Is a country sufficient, or does the workflow require city, ISP, ASN, or carrier targeting?
- 2Session behavior: Are requests independent, or do several actions need the same IP?
- 3Application: Is the workflow using an HTTP client, scraper, full browser, or external platform?
- 4Billing: Is the workload better suited to bandwidth-based access or an individually assigned proxy?
- 5Validation: How will the team verify location, session consistency, returned content, and data quality?
FAQ
Proxy Use Case FAQs
Quick answers to the most common questions about proxy use cases, residential vs. mobile proxies, and what's legitimate.
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