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. Questflow records 0 monthly visits with 0% growth and Contact for Pricing pricing.

An AI finance agent that invests alongside top investors across markets
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | gumloop.com | questflow.xyz |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 379.56K (379,557) | 0 (0) |
| MoM Traffic Delta |
| -101.37K (-21.1%) |
| 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (36.1%) | 🌐 Global (—) |
|---|
| Direct Visits / mo | 125.58K | 0 |
|---|
| User Rating | 4.4 | 4.4 |
|---|
| 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.

An AI finance agent that invests alongside top investors across markets
Choose the reasoning model for your agent, switching freely between general models like GPT, Claude and Gemini according to whether you are analysing, researching or trading.
Install official Skills or upload your own to encode trading strategies, investment systems and analytical frameworks, building a bespoke AI investment framework.
Plugins connect financial data sources, news, market data, on-chain signals, deep research and social media so the agent reasons from current information.
Link exchanges, brokerages and wallets so the agent can read balances, analyse exposure and execute natural-language or automated trades through accounts you authorise.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.


Free / Open-sourceAutomate work across thousands of apps — no code required
#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.

Free / Open-sourceAI trading indicators, real-trade orderflow and charts in one platform

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.

Free / Open-sourceAI-assisted, no-code automated trading strategies you can backtest and run
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.
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.
Free / Open-sourceAI trading indicators, real-trade orderflow and charts in one platform
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.
Free / Open-sourceAI-assisted, no-code automated trading strategies you can backtest and run