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Build custom AI agents to automate support ticket triage, bug reporting, and customer feedback analysis without writing code.

Connect your existing tools and let AI handle repetitive support tasks, freeing up your team for high-value interactions.

Best forAutomating multi-step support workflows like ticket triage and analysis.
DifferentiatorVisual canvas for orchestrating multiple, specialized AI agents.
ProofSOC 2 Type II certified; Gusto case study.
Try Gumloop
Free Plan Pro from$37/month
8.5 Zekai
Custom Support Automation
AI for Customer Support & Experience
Ease of Use
7.8
Accuracy
8.8
Value
8.2
Time Saving
9.2
SOC 2 CertifiedGDPR CompliantSlack IntegrationMicrosoft Teams IntegrationCustom AI Agents
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Zekai Verdict

What is it?
Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents.
Best for
Best for support teams that need to build custom AI workflows for ticket triage, bug reporting, and analyzing customer…
Not ideal for
Credit-based pricing can be complex to forecast for variable support volumes.
Price
Free plan · paid from $37/month
Zekai Score
8.5/10
Hand-scored by Zekai

Top AI for Customer Support & Experience picks

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⚡ Quick answer

For customer support and CX, Gumloop is a top contender for building custom AI agents that automate complex workflows. It allows teams to create specialized 'Support Agents' that can triage bugs, create tickets, and spot patterns automatically, integrating directly with tools like Slack, Teams, and internal databases. This moves beyond basic chatbots to provide tailored automation.

CategoryAI Automation Framework
Best ForAutomating multi-step support workflows like ticket triage and analysis.
Price From$37/mo
FreeYes, free plan available
DifferentiatorVisual canvas for orchestrating multiple, specialized AI agents.
ProofSOC 2 Type II certified; Gusto case study.
Rating4.3/5
📖 About Gumloop

Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents. These agents can triage bugs, create tickets, and analyze support conversations to identify patterns, all by connecting to your existing data sources and tools.

How It Works

Your workflow, automated

1
Connect Your Tools
Authorize Gumloop to access your support platforms like Slack, Teams, Gmail, and your internal data warehouse or CRM.
2
Build an Agent on the Canvas
Use the visual workflow builder to define a task, like 'when a new support email arrives, analyze its content, and if it's a bug, create a ticket'.
3
Deploy and Interact
Set your agent to run on a schedule or trigger. Interact with it directly in Slack by tagging @Gumloop to ask questions or give commands.
Ready to automate your workflow with Gumloop?
Try Gumloop →
Real Impact

Before & After

❌ Before

Support team overwhelmed with manual ticket triage and repetitive questions.

Hours spent on manual sorting
✅ After

AI agents automatically handle triage, bug reporting, and pattern analysis, freeing up human agents.

Minutes for AI to process
Prompt Templates

Try it with these prompts

Copy any prompt and paste it directly into the tool.

Analyze onboarding funnel data

Query my data warehouse for onboarding funnel data to identify where users are dropping off. Reconstruct the funnel using key event types like login, dashboard view, and integration attempts.

Break down onboarding by acquisition channel

Analyze onboarding funnel data broken down by acquisition channel. Compare the performance of channels like Referral, Organic Search, and Paid Ads to identify conversion rate differences.

Summarize call recording insights

Analyze call recordings to surface objection patterns, coaching insights, and competitive intelligence. Provide a summary of key findings from recent sales calls.

Social Proof

Trusted by professionals

Ease of Use
7.8
Accuracy
8.8
Value
8.2
Time Saving
9.2

"Gumloop has completely changed our support operations. Building an agent to auto-triage our inbox saved us at least 10 hours a week, no exaggeration."

Sarah K., Support Lead · June 2026

"The call analysis agent is a game-changer for QA. We're spotting coaching opportunities and customer pain points we were completely missing before."

David M., CX Manager · May 2026

"The visual builder is powerful for creating custom support flows, but tracking our monthly credit usage has been a challenge. It's hard to predict costs when request volume spikes."

Chen L., Ops Engineer · June 2026

"I love that I can just ask our @Gumloop agent in Slack for updates or to pull data from Salesforce. It feels like having a junior analyst on the team."

Emily R., Tech Support Specialist · April 2026
Connects With

Works with your existing stack

Slack Microsoft Teams Gmail Salesforce Okta OpenAI Anthropic Gemini DeepSeek Internal Data Warehouses
Setup complexity: Moderate
Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents. These agents can triage bugs, create tickets, and analyze support conversations to identify patterns, all by connecting to your existing data sources and tools.
Comparison

How it compares

While Zapier excels at simple, linear 'if-this-then-that' automations between thousands of apps, Gumloop is built for creating more complex, multi-step AI-native workflows. Choose Zapier for connecting apps in a straightforward sequence. Pick Gumloop when you need to build a custom AI agent that can reason, analyze data from multiple sources (like a data warehouse and a CRM), and perform tasks like bug triage or call analysis within a single, orchestrated flow. Gumloop's visual canvas is designed for building these sophisticated agentic workflows, a capability beyond Zapier's scope.

You need a simple, out-of-the-box chatbot for a website.
Your team requires a tool with predictable, per-seat pricing.
You only need to automate simple, linear tasks between two or three apps.
The decision

Is it worth it?

Return on investment
By automating ticket triage and analysis, a team using the $37/mo Pro plan could save dozens of agent-hours per week, translating to thousands in recovered productivity costs.
Built for
Customer Support Managers, CX Operations Leaders, and Technical Support Engineers looking to automate workflows and extract insights from support data.
Effort to adopt
Moderate
Compliance
Gumloop is SOC 2 Type II certified and GDPR compliant. The company offers Zero Data Retention (ZDR) agreements and Data Processing Addendums (DPAs) for third-party models.
Who It's For

Why Customer Support & Experience choose this tool

🎯
Built for
Best for support teams that need to build custom AI workflows for ticket triage, bug reporting, and analyzing customer interactions across multiple platforms.
In-Depth Overview
For customer support leaders, Gumloop moves beyond simple chatbots by providing a visual canvas to build sophisticated, multi-step AI agents tailored to your team's exact needs. You can create a dedicated 'Support Agent' that automatically triages bugs from emails or Slack messages, creates tickets in your project management tool, and spots recurring issue patterns. Another agent can analyze call recordings to surface objection patterns and coaching insights for your reps, directly impacting quality assurance and training. This is possible because Gumloop connects to your internal data warehouses and external tools, giving agents the context they need to perform complex reasoning. Your team can interact with these agents directly in Slack or Microsoft Teams, making automation a natural part of the daily workflow. Proof of its enterprise readiness comes from its robust security posture, including SOC 2 Type II and GDPR compliance, role-based access controls, and the option for virtual private cloud (VPC) deployments. Instead of being locked into one AI model, Gumloop lets you choose from providers like OpenAI, Anthropic, and Gemini, ensuring you use the best tool for each specific support task.

Key Use Cases

🎧
Automatically Triage All Incoming Support Requests
Support Operations Manager
Deploy a Support Agent that monitors incoming requests via email or Slack, automatically identifies bug reports, creates tickets in your issue tracker, and flags patterns in customer feedback for weekly review.
Reduce manual triage time
✓ Pros
Builds specialized agents for specific support tasks like triage and analysis.
Integrates directly into team workflows via Slack and Teams.
Strong enterprise security with SOC 2, GDPR, and Zero Data Retention agreements.
Offers a functional free tier for testing and small-scale automation.
Model-agnostic, allowing use of OpenAI, Anthropic, Gemini and more.
· Cons
Credit-based pricing can be complex to forecast for variable support volumes.
Full capabilities like unlimited triggers require paid plans.
WhatsApp integration is listed as 'coming soon,' not yet available.
The powerful visual canvas may have a steeper learning curve than simpler tools.
⚡ Editorial Verdict

Gumloop empowers support teams to build sophisticated, multi-step AI agents that go far beyond simple chatbots, automating complex tasks like bug triage and pattern analysis. However, its power comes from a visual canvas and credit-based system, which may introduce a learning curve and unpredictable costs for teams with fluctuating automation needs.

Questions & Answers

Frequently asked questions

What is the best AI tool for automating customer support ticket triage?

+
Gumloop is a strong choice, offering a specialized 'Support Agent' designed to triage bugs, create tickets, and spot patterns automatically. It connects to your existing tools and works within platforms like Slack and email to streamline the entire process.

How can I use AI to analyze customer support calls for coaching insights?

+
Gumloop provides a 'Call Analysis Agent' that processes call recordings to surface objection patterns, competitive intelligence, and specific coaching insights for your support representatives, helping improve team performance.

Can I build custom AI support agents without coding?

+
Yes, Gumloop features a visual 'canvas' that allows you to orchestrate multi-agent workflows without writing code. You can define triggers, connect tools, and set up complex logic through a drag-and-drop style interface.

Is Gumloop secure enough for enterprise customer data?

+
Yes, Gumloop has a strong security posture. It is SOC 2 Type II certified and GDPR compliant, offers Zero Data Retention (ZDR) agreements, and provides enterprise features like role-based access control, audit logs, and virtual private cloud (VPC) deployments.

How does Gumloop's pricing work for a support team?

+
Gumloop uses a freemium model with credit-based pricing. There is a free plan with a monthly credit allowance. Paid plans start at $37/month for more credits, unlimited seats, and higher concurrency limits. Enterprise plans with custom pricing are also available.

Can Gumloop connect to my company's internal tools and databases?

+
Yes, Gumloop is designed to connect to both internal and external data sources, including data warehouses, CRMs, and other proprietary tools, allowing your AI agents to work with your company's specific data.

Last reviewed:

Plans & Pricing

Start today

Enterprise
Custom
Tailored for teams and large organisations.
Contact Sales

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

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Free guide

Take it with you

Getting Started with Gumloop for Customer Support
  • The difference between a simple chatbot and a Gumloop Support Agent.
  • How to connect your key tools: Helpdesk, Slack, and CRM.
  • Identifying the top 3 repetitive tasks ripe for automation.
  • Using the visual canvas to build your first workflow (no code required).
  • Best practices for analyzing support patterns and call recordings.
+4 more steps inside the guide
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AI Directory

About Gumloop

Full Description

Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents. These agents can triage bugs, create tickets, and analyze support conversations to identify patterns, all by connecting to your existing data sources and tools.

Editorial Verdict

Gumloop empowers support teams to build sophisticated, multi-step AI agents that go far beyond simple chatbots, automating complex tasks like bug triage and pattern analysis. However, its power comes from a visual canvas and credit-based system, which may introduce a learning curve and unpredictable costs for teams with fluctuating automation needs.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to Gumloop unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
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