
Build working apps, websites, and AI agents by describing them
Build working apps, websites, and AI agents by describing them
Airtop: Translates natural language into deterministic cloud browser automations, but functions as a managed service rather than an open-source library. Airtop records 16,880 monthly visits with -37.7% month-over-month growth and Freemium pricing. Browser Use records 1,206,376 monthly visits with +41.1% growth and Freemium, Paid, Contact for Pricing pricing.

Describe a workflow in plain English and deploy a deterministic web agent
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | airtop.ai | browser-use.com |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 16.88K (16,880) | 1.21M (1,206,376) |
| MoM Traffic Delta | -10.2K (-37.7%) | +351.24K (+41.1%) |
| Primary Market & Share | 🇺🇸 United States (71.8%) | 🇺🇸 United States (24%) |
| Direct Visits / mo | 4.28K | 625.17K |
| User Rating | 4.4 | 4.7 |
| Supported Platforms | Website | Website |

Describe a workflow in plain English and deploy a deterministic web agent
Describe a workflow conversationally and Airtop builds, tests, and compiles it into reusable automation code that runs like software.
Reaches portals and legacy apps that have no API by logging in, filling forms, and downloading documents like a human, with CAPTCHA solving and built-in proxies.
Connect HubSpot, Google Ads, Google Sheets, Gmail, Slack, Airtable, and more, or store API keys safely in the Airtop vault to use REST and GraphQL endpoints immediately.
Run automations on schedules or triggers, and let broken runs heal themselves when pages change instead of failing silently.
Browser agents and stealth cloud browsers for real web tasks
Describe the task and get structured JSON back, handling multi-step flows behind logins without hand-written selectors.
Managed Chromium instances with residential IPs that are benchmarked for getting past bot detection and CAPTCHAs.
A free, open-source harness that plugs into coding agents; benchmarked as the most token-efficient browser tool of the set tested.
Run browsers in your own network or in managed US/EU cloud regions, with EU data staying in Frankfurt.

Build working apps, websites, and AI agents by describing them
Build working apps, websites, and AI agents by describing them

Describe your idea and Replit builds a working app in minutes

Features a massive marketplace of pre-built web scrapers and automation actors, but less focused on autonomous custom LLM agent frameworks.
Features a massive marketplace of pre-built web scrapers and automation actors, but less focused on autonomous custom LLM agent frameworks.
SpecialistExcels at converting websites into clean LLM-ready markdown instantly, but does not provide interactive multi-step browser agent execution.
SpecialistExcels at converting websites into clean LLM-ready markdown instantly, but does not provide interactive multi-step browser agent execution.
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows

SpecialistProvides cloud browsers and web automation APIs, but lacks a native open-source Python framework for local developer agent building.

SpecialistWeb data infrastructure for scraping, proxies, and AI-ready datasets
SpecialistWeb data infrastructure for scraping, proxies, and AI-ready datasets

Free / Open-sourceFree browser that lets AI agents run parallel web automation with your own logins
Free / Open-sourceFree browser that lets AI agents run parallel web automation with your own logins
Build, share, and control AI agents that actually do the work
Build, share, and control AI agents that actually do the work

Provides managed cloud infrastructure for browser agents, but lacks the specific local open-source framework code of Browser Use.
Provides managed cloud infrastructure for browser agents, but lacks the specific local open-source framework code of Browser Use.

Delivers scalable headless browser hosting via APIs, but requires manual script building rather than autonomous agent orchestration.
Delivers scalable headless browser hosting via APIs, but requires manual script building rather than autonomous agent orchestration.

Give every AI agent its own isolated browser with a persistent identity
Give every AI agent its own isolated browser with a persistent identity