SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Winify AI records 3,194 monthly visits with -12.3% growth and Free Trial, Paid, Contact for Pricing pricing.

Win state, local, and education contracts with an AI-powered bid team
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | gumloop.com | winifyai.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 379.56K (379,557) | 3.19K (3,194) |
| MoM Traffic Delta |
| -101.37K (-21.1%) |
| -449 (-12.3%) |
| Primary Market & Share | 🇺🇸 United States (36.1%) | 🇹🇭 Thailand (30.6%) |
|---|
| Direct Visits / mo | 125.58K | 1.31K |
|---|
| 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.

Win state, local, and education contracts with an AI-powered bid team
A capability profile of your firm is matched against state portals, local bid boards, e-procurement platforms, and cooperative contracts, with each match scored for fit and competition.
Every opportunity arrives as a one-page briefing with scope, mandatory requirements, red flags, incumbents, evaluation criteria, and a clear go / no-go recommendation.
The platform reads each solicitation, extracts every mandatory requirement, and flags disqualifiers, with all requirements tracked in a matrix before writing begins.
Experienced proposal writers use the platform's source-backed drafts to produce the full narrative, compliance matrix, forms, and attachments.
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.
#2Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
#3Provides 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.
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.

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.

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.

Agentic document generation that keeps business documents on-brand and compliant
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.
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.
Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
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.
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.
Focuses heavily on building multi-agent workforces and custom AI assistants, matching Gumloop's agentic automation capabilities.
Agentic document generation that keeps business documents on-brand and compliant