# Guidance vs Gumloop

Guidance records 3,664 monthly visits with +91.9% month-over-month growth and Contact for Pricing pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [Guidance](https://openaitools.app/tool/guidance) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://guidance.so | https://www.gumloop.com |
| Categories | AI ERP | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Contact for Pricing | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 3,664 | 379,557 |
| MoM Growth Rate | +91.9% | -21.1% |
| Primary Market | United States | United States |
| Direct Visits | 1,196 | 125,579 |
| Review Score | 4 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Guidance

Guidance is being built for SMB consumer packaged goods brands, particularly in food and beverage, where the same numbers usually live in several disconnected spreadsheets, an accounting tool and a chat thread. The platform's premise is a shared data model: when a supplier raises a price, that change should propagate automatically through bill of materials, finished-good COGS and channel margin instead of triggering another round of manual spreadsheet reconciliation.

The capability set covers connected COGS modelling that ties ingredients, freight, packaging, yield, labour and co-packer fees into one auditable structure; lot traceability with lot genealogy and forward and backward tracking for recall readiness; multi-channel inventory visibility across warehouses, 3PLs and in-transit stock by lot, SKU and location; and MRP and purchasing that account for lead times, MOQs, demand signals and production requirements.

A notable design choice is conversational setup: rather than a long configuration project, the platform turns a structured conversation about how a brand actually operates into the initial configuration blueprint. Guidance publicly notes that it is in a commercial rebuild phase with CPG design partners, which means some capabilities are presented as target designs and illustrative workflows rather than a fully live demo. Brands interested in shaping the product can apply as design partners and request early access.

**Pricing & Plans:** Contact for Pricing — Guidance does not publish public price tiers. The site has a pricing page and an early access / design partner application route, and commercial terms are discussed directly with the team.

- **Connected COGS model:** Ingredients, freight, packaging, yield, labour and co-packer fees in one auditable cost structure.
- **Lot traceability:** Lot genealogy with forward and backward traceability for recall readiness and audit confidence.
- **Multi-channel inventory:** Location-aware visibility across warehouses, 3PLs and in-transit stock by lot, SKU and location.
- **MRP and purchasing:** Replenishment planning that accounts for lead times, MOQs, demand signals and production requirements.
- **Conversational setup:** Turns a structured conversation about your operation into the initial configuration blueprint.

**Strengths:** Designed specifically for food and beverage CPG operations, not generic ERP; Shared data model removes spreadsheet reconciliation between costing and inventory; Conversational onboarding lowers the setup burden typical of ERP projects; Design partner programme lets brands influence the roadmap

**Limitations:** Still in a commercial rebuild phase with design partners, so not all capabilities are live; Pricing is not published and requires a sales conversation; Some workflow examples on the site are explicitly labelled as illustrative targets

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

## 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)

## Frequently Asked Questions

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

Guidance has 3,664 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Guidance has a month-over-month growth rate of +91.9%; Gumloop has -21.1%.

### How does pricing compare?

Guidance: Contact for Pricing. Contact for Pricing — Guidance does not publish public price tiers. The site has a pricing page and an early access / design partner application route, and commercial terms are discussed directly with the team. 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.

## 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 | [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) |
| 5 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/tool/creao.md) |
| 6 | [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) |
| 7 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows. | [.md](https://openaitools.app/tool/phantombuster.md) |
| 8 | [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) |
| 9 | [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) |
| 10 | [Nanonets](https://openaitools.app/tool/nanonets) | 221,826 | -10.6% | Free Trial, Paid, Contact for Pricing | Excels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows. | [.md](https://openaitools.app/tool/nanonets.md) |

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

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