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Best AI Business Agents

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Agent builder

Gumloop review

Gumloop lets teams describe work in plain language and get AI agents that connect to their apps, run on triggers, use reusable skills and produce documents and dashboards. It works with many AI models and has enterprise controls such as SSO and audit logs.

Published · Updated . Facts checked November 12, 2026.

Fit by business size
  • Small business—
  • Mid-size company7.2
  • Enterprise7.2

Is Gumloop worth it?

It depends on your size and the job. Gumloop is worth it if you want to build your own agents for internal work without code, and someone on the team enjoys tinkering. Its best placement is #8 of 16 in our no-code agent building ranking. It's built for mid-size companies and enterprises, not small businesses. On the downside, pro credits don't roll over. Consider n8n instead if you have someone technical and want to build and own your agents and automations, possibly on your own servers. Price: from $37/mo, as of November 2026.

Jobs it takes on5 of 10 fully
  • Answers customers: partlySupport
  • Finds and follows up with leads: partlySales
  • Writes and posts marketing: partlyMarketing
  • Handles email and calendar: yesInbox
  • Takes and makes phone calls: noPhone
  • Back office: reports, docs, data: yesAdmin
  • Runs on a schedule or trigger: yesRuns alone
  • Asks before risky actions: partlyApprovals
  • Connects to hundreds of apps: yesApps
  • API or MCP access: yesAPI/MCP

Gumloop screenshots

gumloop.comScreenshot of the Gumloop homepage
Gumloop homepage, captured November 12, 2026
gumloop.comScreenshot of the Gumloop pricing page
Gumloop pricing page, captured November 12, 2026

Our verdict

Gumloop sits between a no-code builder and a ready-made agent: friendlier than n8n, more flexible than an AI employee. It suits ops-minded teams. Credits don't roll over on Pro, and recent reports say the permanent free plan has been replaced by a trial.

Choose Gumloop if you want to build your own agents for internal work without code, and someone on the team enjoys tinkering.

Where it ranks

Where it's strong

  • Agents from a plain-language description
  • Many AI models to choose from
  • API and MCP server
  • Enterprise controls available

Where it falls short

  • Pro credits don't roll over
  • Free plan reportedly gone
  • Still needs someone to design the agents
  • Pricing page didn't load for us; figures are third-party

How it scored

Base scores

Used in every size ranking, each with its own weights.

Does the work7.5
Reach7.5
Setup6.0
Control7.5
Value7.0
Trust6.5
Enterprise readiness7.5

Ops and back office: 7.4

Runs the work8.0
App coverage8.0
Control7.5
Pricing7.0
Setup6.0
Trust6.5

No-code agent building: 7.6

Flexibility8.5
Integrations8.0
Testing and logs8.0
Pricing7.0
Setup6.0
Trust6.5
Does the work:
Once set up, does the agent finish real jobs on its own, on a schedule or when something happens, or does it wait to be prompted?
Reach:
How many of a business's jobs and tools it can reach: customers, inbox, phone, sales, marketing, back office and other apps.
Setup:
Can a non-technical person get it working from a plain-English description, without building flows, hiring a developer or a services team?
Control:
Approvals before risky actions, logs of what it did, spending limits, and how reliably it does the job the same way twice.
Value:
What you pay for the work you get, counting usage charges, seats, onboarding fees and minimum contracts.
Trust:
Refunds, data handling, the company behind it, and what public reviews say.
Enterprise readiness:
SSO, role-based admin, audit logs, compliance certifications, data residency and procurement terms a large company expects.

Gumloop pricing

PlanMonthlyBilled yearlyIncludes
Pro$37/mon/a20,000 credits/mo, unlimited agents and seats (third-party reported)
Enterprisen/an/aCustom, credit rollover, SSO, audit logs

Prices as of November 2026, in US dollars before tax unless noted, from gumloop.com or the sources below, checked November 12, 2026. Prices change; check before you buy.

Gumloop alternatives

  • Zapier Agents Businesses already on Zapier that want AI steps across their apps.
  • Salesforce Agentforce Companies already on Salesforce that want agents across service, sales and operations.
  • Gemini Enterprise Google Workspace companies that want company-wide agents and search.
  • n8n Technical teams that want full control over their agents, including self-hosting.
  • Glean Large companies that want agents grounded in all their internal knowledge.

See all Gumloop alternatives

Sources