Airtop records 16,880 monthly visits with -37.7% month-over-month growth and Freemium pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.
Describe a workflow in plain English and deploy a deterministic web agent
Build, share, and control AI agents that actually do the work
| Dimension / Metric | | |
|---|---|---|
| Official Domain | airtop.ai | gumloop.com |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 16.88K (16,880) | 379.56K (379,557) |
| MoM Traffic Delta | -10.2K (-37.7%) | -101.37K (-21.1%) |
| Primary Market & Share | 🇺🇸 United States (71.8%) | 🇺🇸 United States (36.1%) |
| Direct Visits / mo | 4.28K | 125.58K |
| User Rating | 4.4 | 4.4 |
| 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.
Build, share, and control AI agents that actually do the work
Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.
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
Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop.
Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop.
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
Run thousands of ready-made web scrapers and AI agents from one cloud platform
Run thousands of ready-made web scrapers and AI agents from one cloud platform
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus.
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
SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
