MonkeyLearn
It was acquired by Medallia back in 2022, and its text analytics technology now lives inside Medallia's Experience Cloud rather than as an independently purchasable product. Several 2026-dated review pages still describe it as a standalone tool — that information is stale.
What is MonkeyLearn?
MonkeyLearn, founded in 2014 in San Francisco and having raised roughly $2.4 million, was originally a genuinely capable no-code text analytics platform: extract data from emails, surveys, tweets, reviews, and support tickets, and turn it into custom visualizations and workflow automations for support, product, and customer experience teams. Its NLP toolkit covered text classification, sentiment analysis, intent detection, keyword and named entity extraction, language detection, and custom model building, with native integrations across Zendesk, Google Sheets, Microsoft Excel, RapidMiner (already covered elsewhere in this directory), HelpScout, Airtable, and Gmail, plus broader connectivity through Zapier. The underlying value proposition was genuinely strong: no-code text analysis that support, product, and CX teams could set up without a dedicated data scientist, covering common use cases like NPS analysis, review analysis, CSAT analysis, and support ticket triage.
The genuinely important, current thing worth understanding clearly before evaluating MonkeyLearn as if it were an active, independently available product: MonkeyLearn was acquired by Medallia, a leading customer and employee experience management platform, back in 2022 (specific reporting varies between February and May of that year, with the deal terms undisclosed). Following that acquisition, MonkeyLearn's technology has been integrated directly into Medallia's Experience Cloud platform, extending Medallia's own text analytics and AI capabilities rather than continuing to operate as a separately purchasable standalone product. It's honestly worth flagging that a number of software review and pricing comparison sites carrying a "2026" publication date continue to describe MonkeyLearn as though it were an actively operating, independently signed-up-for SaaS tool with its own free trial — that information appears to be stale, carried forward from older listings rather than reflecting the platform's real, current status inside Medallia's broader ecosystem. If your organization is evaluating text analytics capability specifically because of MonkeyLearn's reputation, the practical path in 2026 runs through Medallia's Experience Cloud directly rather than a standalone MonkeyLearn signup.
The Medallia acquisition and its integration into Experience Cloud are drawn directly from two independent sources: Welcome.ai's product profile and CB Insights' official company acquisition record, the latter confirming the deal terms were not disclosed. The original NLP feature set and integration list are drawn from GetApp's and Software Advice's independent product listings.
Key features (as originally built)
Text classification
Automatically categorize text into topics, sentiment, or intent labels.
Keyword & entity extraction
Pull specific features, keywords, and named entities from raw text.
NPS, CSAT & review analysis
Purpose-built modules for common customer feedback analysis use cases.
Custom model building
Train NLP models tailored to specific business domains without coding.
Zendesk, Excel, RapidMiner integrations
Native connections to common support and data analysis tools.
Zapier connectivity
Broader integration into hundreds of applications without custom code.
Pricing
Via Medallia Experience Cloud
- Standalone MonkeyLearn signup is not the current reality as of 2026
- Access the underlying text analytics capability through Medallia instead
- Confirm current terms directly given the platform's integrated status
Historical MonkeyLearn Pricing (stale)
- Several 2026-dated pricing pages carry forward pre-acquisition figures
- Treat any standalone MonkeyLearn pricing quote with real skepticism
- Verify current status directly before budgeting around it
Given MonkeyLearn's 2022 acquisition by Medallia, any pricing figures attributed to a standalone MonkeyLearn product should be verified directly rather than trusted at face value. Status reflects the most current information available as of July 2026.
Available models
Integrations & platforms
Pros, cons & best for
Pros
- Genuinely solid original NLP capability now backed by Medallia's larger CX platform
- Purpose-built modules for common customer feedback use cases (NPS, CSAT, reviews)
- No-code text analysis accessible without a dedicated data scientist
Cons
- No longer available as an independently purchasable standalone product
- Many current-dated review sites carry stale, pre-acquisition information
- Real access now requires evaluating Medallia's broader, larger platform instead
Best for
- Organizations already evaluating or using Medallia's Experience Cloud
- Teams wanting text analytics bundled within a broader CX management platform
- Not the pick if you specifically want a lightweight, standalone text analytics tool
Take a look inside
Alternatives
For genuinely active, independently available text analytics instead:
Our verdict
MonkeyLearn's original technology was genuinely solid — accessible, no-code text classification, sentiment analysis, and entity extraction that support, product, and CX teams could set up without a dedicated data scientist. The genuinely important, current thing to understand clearly, though: MonkeyLearn was acquired by Medallia back in 2022, and its capabilities have since been integrated directly into Medallia's Experience Cloud platform rather than continuing to operate as an independently purchasable tool. It's honestly worth being skeptical of any "2026" pricing or review page that describes MonkeyLearn as an active, standalone SaaS product with its own signup — that information is very likely stale, carried forward from before the acquisition. If MonkeyLearn's reputation for accessible text analytics is what drew you here, the real, current path to that capability runs through evaluating Medallia's broader Experience Cloud platform directly, rather than expecting a lightweight, standalone MonkeyLearn account to still exist as described elsewhere online.
FAQ
Can I still sign up for MonkeyLearn as a standalone product?
Not as an independently operating SaaS company — MonkeyLearn was acquired by Medallia in 2022, and its technology has been integrated into Medallia's Experience Cloud platform rather than continuing as a separately purchasable tool.
Why do some "2026" reviews describe MonkeyLearn as an active standalone tool?
That information appears to be stale, carried forward from listings created before the 2022 Medallia acquisition — it doesn't reflect MonkeyLearn's real, current status as an integrated part of a larger platform.
Who acquired MonkeyLearn?
Medallia, a leading customer and employee experience management platform, acquired MonkeyLearn in 2022 (reporting on the exact month varies between February and May) to enhance its own text analytics and AI product roadmap; deal terms were not disclosed.
What could MonkeyLearn originally do?
It offered no-code text classification, sentiment analysis, intent detection, keyword and entity extraction, and purpose-built modules for NPS, CSAT, and review analysis, with native integrations to tools like Zendesk, Google Sheets, and RapidMiner.
How do I access MonkeyLearn's original text analytics capability today?
Through Medallia's Experience Cloud platform directly, since that's where MonkeyLearn's technology has been integrated since the 2022 acquisition, rather than through a standalone MonkeyLearn account.
Should I trust pricing figures I find for MonkeyLearn online?
Treat them with real skepticism and verify directly — many published pricing figures likely predate the 2022 acquisition and don't reflect the platform's current integrated status within Medallia.