Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Llumo records 388 monthly visits with +74% growth and Freemium pricing.
Build, share, and control AI agents that actually do the work
Free AI search visibility tracking across every major AI model
| Dimension / Metric | | |
|---|---|---|
| Official Domain | gumloop.com | llumohq.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379.56K (379,557) | 388 (388) |
| MoM Traffic Delta | -101.37K (-21.1%) | +165 (+74%) |
| Primary Market & Share | 🇺🇸 United States (36.1%) | 🇵🇰 Pakistan (100%) |
| Direct Visits / mo | 125.58K | 230 |
| User Rating | 4.4 | 4.2 |
| Supported Platforms | Website | Website |
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.
Free AI search visibility tracking across every major AI model
Per-prompt visibility scores for your brand across every supported model, with competitor trend lines over time.
See how often AI names you versus competitors in your market, and which brands are winning the categories you care about.
Reveal which domains and pages AI cites most, track new and lost citations, and find where your brand is missing from the sources shaping answers.
See the expanded searches AI engines actually run for each of your prompts, so you understand how your questions are interpreted and rewritten.
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.
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.
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.
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.
Free / Open-sourceOffers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform.
Free / Open-sourceOffers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform.
SpecialistExcels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.
SpecialistExcels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.
Focuses heavily on building multi-agent workforces and custom AI assistants, matching Gumloop's agentic automation capabilities.
Focuses heavily on building multi-agent workforces and custom AI assistants, matching Gumloop's agentic automation capabilities.
Track and improve how AI search engines mention your brand
Track and improve how AI search engines mention your brand
