MonkeyLearn
PaidNo-code text analysis and machine learning platform for sentiment, classification, and custom NLP workflows
What is MonkeyLearn?
MonkeyLearn is a no-code text analysis and machine learning platform that lets non-technical teams build custom NLP models for sentiment analysis, topic classification, keyword extraction, intent detection, and entity recognition — all without writing code. Originally launched as an independent startup, MonkeyLearn was acquired by Medallia in 2022 and is now part of the Medallia Experience Cloud, though it continues to operate under the MonkeyLearn brand for text analysis workflows. The platform is widely used by marketing, customer experience, and product teams to analyze support tickets, survey responses, product reviews, social media mentions, and open-text feedback at scale. Users can either start with pre-built models (sentiment, topic, urgency detection) or train custom classifiers on their own labeled data using the drag-and-drop model builder. MonkeyLearn integrates with Zapier, Google Sheets, Excel, RapidMiner, Zendesk, Intercom, and most major CRM and helpdesk tools, so you can pipe customer text through analysis and route by sentiment, topic, or priority. Pricing starts at $299/month, which is substantially higher than general AI tools and reflects MonkeyLearn's enterprise positioning. There is no free plan. For teams that need structured text analysis at scale with CX-focused integrations, MonkeyLearn remains one of the strongest no-code options. For ad-hoc text analysis, cheaper general AI tools like ChatGPT or Claude can do similar work at a fraction of the cost.
⚡ Quick Verdict
Enterprise CX and product teams that need structured text analysis at scale with CRM and helpdesk integrations
Individuals or small teams who can use ChatGPT or Claude for ad-hoc text analysis
From $299/month · No free plan
No — demo available on request only
No-code custom NLP model training with strong CX integrations — genuinely accessible to non-developers
High starting price ($299/mo) makes it overkill for ad-hoc text analysis
Bottom line: MonkeyLearn scores 4.3/5 — the right pick for enterprise CX teams doing structured text analysis at scale. For ad-hoc analysis, ChatGPT or Claude are much cheaper.
Pricing
Team — starting at $299/month: Pre-built sentiment, topic, and intent classifiers, custom model training, Google Sheets and Excel integration, Zapier connection, 10,000 text queries per month, basic support.
Business — custom pricing: Higher query volumes, advanced custom models, Zendesk, Intercom, and Salesforce integration, workflow automation, priority support, team workspaces.
Enterprise — custom pricing: Unlimited queries, dedicated infrastructure, custom deployment, dedicated CSM, SLA, on-premise options, Medallia Experience Cloud bundle. MonkeyLearn does not offer a free plan and is considerably more expensive than general AI tools — the platform is positioned for enterprise CX and product teams with specific NLP workflows rather than individual users.
Key Features
- No-code custom text classifier training
- Pre-built sentiment, topic, and intent models
- Keyword extraction and entity recognition
- Google Sheets and Excel integration
- Zapier connection for workflow automation
- Zendesk and Intercom integration
- Part of Medallia Experience Cloud
- API access for custom integrations
Pros & Cons
Pros
- No-code model training is genuinely accessible to non-developers
- Strong CX-focused integrations with helpdesk tools
- Enterprise-grade reliability and support
- Pre-built models work out of the box
Cons
- Starting price of $299/month is high
- No free plan for experimentation
- General AI tools (ChatGPT, Claude) can do similar ad-hoc analysis cheaper
FAQ
How much does MonkeyLearn cost in 2026?
MonkeyLearn pricing starts at $299/month for the Team tier, which includes pre-built models, custom classifier training, 10,000 text queries per month, and basic integrations. Business and Enterprise tiers are custom-priced for higher volumes. There is no free plan — MonkeyLearn is positioned for enterprise use rather than individuals. General-purpose AI tools like ChatGPT or Claude can perform similar ad-hoc text analysis at a fraction of the cost.
Is MonkeyLearn still active after the Medallia acquisition?
Yes. MonkeyLearn was acquired by Medallia in 2022 and is now part of the Medallia Experience Cloud, but the MonkeyLearn product continues to operate under its original brand for text analysis workflows. Existing customers can still access the platform, and new customers can sign up either through MonkeyLearn directly or as part of a broader Medallia CX deployment.
Can I train custom models in MonkeyLearn?
Yes. MonkeyLearn's core differentiator is no-code custom model training. You upload labeled training data (CSV or direct text input), select a model type (classification, extraction, sentiment), and the platform trains a custom NLP model you can use via the API or built-in integrations. This is genuinely accessible to non-developers, which is why MonkeyLearn remains popular with marketing and CX teams who can not write Python.
Does MonkeyLearn integrate with Zendesk and Intercom?
Yes. MonkeyLearn integrates natively with Zendesk, Intercom, Salesforce, HubSpot, Google Sheets, Excel, RapidMiner, and Zapier (for 5,000+ other apps). Customer support tickets can flow through MonkeyLearn for sentiment tagging, topic classification, or urgency detection, then route automatically in the helpdesk based on analysis results.
Is MonkeyLearn better than ChatGPT for text analysis?
For structured, repeatable, production workflows at scale, yes — MonkeyLearn is purpose-built with stable APIs, custom model training, and enterprise support. For ad-hoc text analysis, exploration, or one-off projects, ChatGPT or Claude are dramatically cheaper ($20/mo vs $299/mo) and more flexible. The right choice depends on whether you are running text analysis as a workflow or as an exploration.
What languages does MonkeyLearn support?
MonkeyLearn supports English, Spanish, French, German, Italian, Portuguese, Dutch, and a handful of other European languages for pre-built models. Custom classifiers can be trained in any language if you provide labeled training data. Multilingual support is less comprehensive than general AI tools, which handle 90+ languages out of the box.
Is MonkeyLearn secure for enterprise deployment?
MonkeyLearn is SOC 2 Type II compliant and GDPR compliant. Enterprise plans offer dedicated infrastructure, custom data retention policies, and SLAs. As part of Medallia Experience Cloud, MonkeyLearn inherits Medallia's enterprise compliance framework, which covers large-scale regulated deployments.
Who should use MonkeyLearn vs general AI tools?
Use MonkeyLearn if you need production-grade text analysis at scale with reliable APIs, custom model training, and CX-focused integrations — typical for enterprise CX, product, or marketing teams processing thousands of support tickets or reviews daily. Use ChatGPT or Claude if you need flexible, ad-hoc text analysis, experimentation, or low-volume workflows where $299/month is overkill.
📋 Good to know
Sign up, start with a pre-built sentiment or topic model, or upload labeled training data to train a custom classifier. Connect to Google Sheets, Zendesk, or Zapier for automation.
SOC 2 Type II compliant. GDPR compliant. Enterprise plans offer dedicated infrastructure and custom data retention. Part of Medallia compliance framework.
Start with the Team tier at $299/month for standard workflows. Upgrade to Business for deeper integrations and Enterprise for unlimited usage.
Moderate — pre-built models work immediately, but custom classifier training requires labeled data and takes a few days to iterate to production-ready accuracy.