# Gumloop vs Kadoa

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Kadoa records 0 monthly visits with 0% growth and Paid, Contact for Pricing pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Kadoa](https://openaitools.app/tool/kadoa) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://www.kadoa.co |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Web Scraping, No-Code&Low-Code, AI Data Mining, AI API |
| Pricing Model | Freemium, Paid, Contact for Pricing | Paid, Contact for Pricing |
| Monthly Visits | 379,557 | 0 |
| MoM Growth Rate | -21.1% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 125,579 | 0 |
| Review Score | 4.4 | 4.7 |
| Saved Count | 0 | 4 |
| Supported Platforms | Website | Website |

## Gumloop

Gumloop positions itself as "agent infrastructure" for teams that want AI to execute work rather than just answer questions. You describe a task in plain language, pick a model, attach the connectors your company already uses (Slack, HubSpot, Salesforce, Gmail, Gong, and hundreds more), and the agent runs it — on a schedule, on a trigger, or in a shared chat where colleagues can @mention it. Everything the agent can do is mirrored from what a human would do, including logging into sites with a saved credential, clicking through interfaces, uploading files, and pulling data back out.

A big part of the pitch is governance. Gumloop puts credentials in a vault agents can use without ever seeing, records every browser session step by step with passwords masked, and gives admins role-based access, audit logs, AI spend insights, and per-agent model controls. Multiple providers — Anthropic, OpenAI, Google, xAI and open models — are available side by side, so teams can route cheap work to cheap models and hard reasoning to frontier ones.

Pricing is usage-based with a credit system layered on top of a seat-free plan structure. The Pro tier starts at $37/month and bundles 20,000 credits, unlimited agents and unlimited seats, plus an orchestration fee on top of usage; Enterprise adds custom pricing, VPC options, SSO/SCIM, connector policies and dedicated support. There is a 14-day free trial to start.

**Pricing & Plans:** 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales.

- **No-code agent builder:** Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
- **400+ connectors and app triggers:** Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
- **Real browser with a credential vault:** Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
- **Any model, side by side:** Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.
- **Enterprise governance by default:** Session recordings with masked passwords, audit logs, SCIM/SAML, role-based access, AI spend insights and custom data-retention rules.

**Strengths:** Genuinely no-code: non-engineers can ship working agents without touching Python or JSON; Very broad connector library plus a real browser, so agents can reach tools that have no API; Strong enterprise controls — credential vault, masked session recordings, audit logs, RBAC, SSO; Model-agnostic with BYO API keys, which helps control cost and avoid lock-in

**Limitations:** Credit-plus-orchestration-fee pricing can be hard to forecast at high volume; The platform is evolving fast from workflows toward agents, so some docs and legacy features may feel transitional; Unlimited seats means real cost scales with usage rather than headcount, which surprises some buyers; Advanced governance (VPC, policies, dedicated support) sits behind custom Enterprise pricing

[Profile (Markdown)](https://openaitools.app/tool/gumloop.md)

## Kadoa

Kadoa positions itself as "the web data layer for finance." Its core promise is reliability: rather than a brittle screen-scraping script that breaks whenever a website is redesigned, Kadoa treats the pipeline as code that can be versioned, scheduled and self-healed. Agents read run logs and QA metrics, investigate failures, test repairs and escalate unresolved issues to a human team with evidence attached. The company reports tens of thousands of production pipelines running with a 99%+ success rate over the past year.

The platform is organised around three products. Monitors catch market-moving events first, alerting on filings, prices and website changes. Pipelines automate end-to-end web scraping, generating and maintaining extractors automatically. Datasets are built around a specific investment thesis from public web data, and Kadoa offers a free sample so you can evaluate data quality before paying.

Verification is central to the design. Every value links back to its source paragraph or cell, every run is checked for completeness, plausibility and schema conformance, and detailed observability metrics track run history, quality results and incidents either inside Kadoa or in your own monitoring stack. Pricing is consumption-based with a free trial and a separate Enterprise tier for funds that need shared workspaces, SSO, compliance controls and an SLA.

**Pricing & Plans:** Consumption-based pricing with a free trial and no-commitment evaluation period. Starter is aimed at an individual analyst or small team and includes all core features and basic integrations; Enterprise is quoted on request for funds and central data teams and adds custom limits, real-time monitors, all integrations, SAML SSO, shared workspaces, an SLA and a dedicated account manager.

- **AI-generated, self-healing pipelines:** Describe the dataset you need in natural language and Kadoa's agents build, run and repair the extraction pipeline as source websites change.
- **Verification with source evidence:** Every delivered value traces back to its source paragraph or cell, and each run is validated for completeness, plausibility, schemas and your own domain rules.
- **Real-time monitors:** Catch market-moving events first with fast, reliable alerts on filings, pricing updates and website changes.
- **Deliver-anywhere integrations:** Datasets land in Excel, Google Sheets, Slack, Snowflake, Databricks, BigQuery, S3, SFTP, webhooks, MCP and a REST API.
- **Observability and escalation:** Track run history, QA metrics and incidents, with unresolved agent issues escalated to a human team along with logs and evidence.

**Strengths:** Strong emphasis on data reliability and traceability, with every value linked to its source; Broad delivery integrations covering spreadsheets, warehouses and AI agent protocols; Consumption-based pricing with a free evaluation period and no upfront commitment; Enterprise security posture including SOC 2, SSO/SAML, SCIM and audit logs

**Limitations:** Enterprise pricing is quote-only, so total cost is hard to estimate before a sales call; Positioned around finance and investment workflows, which may be over-specified for casual scraping; Advanced features such as shared workspaces and an SLA are locked behind the Enterprise tier

[Profile (Markdown)](https://openaitools.app/tool/kadoa.md)

## Frequently Asked Questions

### How do Gumloop and Kadoa compare in monthly traffic?

Gumloop has 379,557 monthly visits, while Kadoa has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Gumloop has a month-over-month growth rate of -21.1%; Kadoa has 0%.

### How does pricing compare?

Gumloop: Freemium, Paid, Contact for Pricing. 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales. Kadoa: Paid, Contact for Pricing. Consumption-based pricing with a free trial and no-commitment evaluation period. Starter is aimed at an individual analyst or small team and includes all core features and basic integrations; Enterprise is quoted on request for funds and central data teams and adds custom limits, real-time monitors, all integrations, SAML SSO, shared workspaces, an SLA and a dedicated account manager.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | Executes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines. | [.md](https://openaitools.app/tool/manus.md) |
| 2 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop. | [.md](https://openaitools.app/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Provides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop. | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) |
| 5 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 6 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | AI agents that run recurring business work for your team | [.md](https://openaitools.app/tool/creao.md) |
| 7 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus. | [.md](https://openaitools.app/tool/taskade.md) |
| 8 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | No-code automation for sales prospecting and data extraction | [.md](https://openaitools.app/tool/phantombuster.md) |
| 9 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop. | [.md](https://openaitools.app/tool/tines.md) |
| 10 | [Activepieces](https://openaitools.app/tool/activepieces) | 258,553 | +1.5% | Freemium | Offers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform. | [.md](https://openaitools.app/tool/activepieces.md) |

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Source: https://openaitools.app/compare/gumloop-vs-kadoa

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