Why agents need special handling
AI agents browse the web on someone's behalf: researching, comparing, filling forms, checking information. They hit the same blocks as scrapers, but they also need to interact with pages, and they're often unpredictable in which sites they visit. A reliable agent setup gives the agent a realistic browser, trusted IPs and a fallback for pages it can't load.
Rayobyte positions several products for exactly this.
Three ways to connect an agent
| Approach | Product | Best for |
|---|---|---|
| Hosted stealth browser | rayobrowse | Interactive tasks: clicking, typing, scrolling |
| Fetch a page as HTML | Scraping API | Reading pages; cheap per success |
| Your own browser plus proxies | Premium Residential, HTTP/3 | Full control over the browser |
Many agent frameworks use two of these: a fetch tool for reading pages and a browser tool for interaction.
rayobrowse for interactive work
rayobrowse runs stealth browsers that Rayobyte hosts, so your agent controls a browser without you running a browser fleet. The free allowance is 48 browser hours in total with up to 5 browsers at once; more through sales. That's enough to prototype an agent and measure how many browser minutes each task takes.
The Scraping API as a read tool
For "read this page" steps, an API call is faster and cheaper than driving a browser. Rayobyte's Scraping API returns HTML and charges $0.0018 per successful request self-serve, with 5,000 free requests. Convert the HTML to text or Markdown before passing it to the model to save tokens.
Residential tip: You can test most of this guide for free: Rayobyte offers a no-card trial on Premium Residential, rotating ISP and rotating datacenter proxies. Move to a paid plan once the pilot works. See our complete Rayobyte guide.
Your own browser with residential IPs
If your agent already drives Playwright or Puppeteer, give it Premium Residential proxies. Rayobyte's support for HTTP/3 and SOCKS5 UDP means the browser's network behavior can match a real user's more closely on modern sites. Use sticky sessions (up to 120 minutes) for multi-step tasks so the IP doesn't change mid-task. See Rayobyte with Playwright and Rayobyte with Puppeteer. Our Puppeteer proxies guide covers the full setup.
Guardrails
Agents can do damage at machine speed. Build in:
- Per-domain rate limits so an agent can't hammer one site.
- Allow and block lists for domains.
- No logins with real credentials unless the user has explicitly authorized them, and never through residential IPs (login pages are blocked on Rayobyte residential anyway).
- Human confirmation for purchases, form submissions and anything irreversible.
- Logging of every page visited and action taken.
See compliance review and restricted sites and ethical web scraping.
Costs
An agent that reads 20 pages and interacts with 2 per task might use 20 API calls ($0.036) and a few browser minutes. At 1,000 tasks a day, that's about $36 a day in API calls plus browser hours. Caching pages the agent has already read can cut this sharply.
Location
If the agent acts for users in different countries, pass the user's country to the proxy targeting so results match what they'd see. See Rayobyte geo-targeting.
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 Rayobyte vs Geonode.
How it compares
Geonode offers Scraper, Map, Crawl and Search APIs that suit agent tools, with Markdown output; Webshare offers raw proxies only. See Rayobyte vs Geonode for AI agents, Rayobyte vs Webshare for AI agents and all three for AI agents.
For the bigger picture beyond our three partners, read our best proxies buyer's guide, and see cheap proxies for ways to cut cost per successful request.
Budget tip: For jobs where a fixed IP list is enough, Webshare is one of the cheapest options: shared datacenter proxies are sold by the IP, and static residential (ISP) proxies cost well under a dollar per IP per month at the time of writing. More in Webshare for AI training data.
Key takeaways
- Give agents a fetch tool (Scraping API) and a browser tool (rayobrowse or your own browser with residential proxies).
- rayobrowse includes 48 free browser hours and 5 concurrent browsers.
- Use sticky sessions for multi-step tasks and target the user's country.
- Add rate limits, domain lists and human confirmation for risky actions.
FAQ
What's the cheapest way for an agent to read web pages?
The Scraping API for hard pages, or plain HTTP requests through rotating datacenter proxies for easy ones.
Can agents log in to sites through Rayobyte?
Login pages are blocked on Rayobyte residential traffic. Use explicit user authorization and appropriate IPs, and check the terms of each site.
Does rayobrowse work with agent frameworks?
Rayobyte positions it for AI agents; check its documentation for supported connection methods.
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.