Design, distribute, and analyze surveys online or via email with real-time insights using Survey Monkey.
38M visits/mo-3.9%#2 Business & Marketing
Evidently AI
Generate sentiment reports, extract topics, and identify correlations in large text-based data volumes.
150KMonthly visits
36Popularity
About Evidently AI
Evidently AI is an AI-powered text analysis and data mining platform. It enables users to quickly and accurately analyze and extract insights from large volumes of text-based data. This powerful tool can be used to gain a deeper understanding of customer sentiment and behavior, uncover key topics and trends, and identify correlations between different types of data. With Evidently AI, users can quickly uncover important insights from their text-based data, allowing them to make informed decisions faster and more accurately. The platform is user-friendly and requires no coding knowledge, making it perfect for businesses of any size and industry. Additionally, it is equipped with advanced features such as natural language processing, machine learning, and deep learning, providing users with the most up-to-date and comprehensive analysis of their data. Evidently AI is a must-have for any business looking to make the most of their text-based data and gain a competitive edge in the market.
Key features
- Generate customer sentiment reports
- Extract topics and trends from text-based data
- Identify correlations in large volumes of text-based data
- Natural language processing
- Machine learning
- Deep learning
Use cases
- Generate customer sentiment reports for targeted marketing campaigns
- Automate the process of extracting topics and trends from text-based data
- Quickly identify correlations in large volumes of text-based data
Pros
- Open-source framework under Apache 2.0 license with 7500+ GitHub stars and 40m+ downloads
- Supports evaluation and monitoring of LLMs, RAG applications, AI agents, and ML models in a unified system
- Provides automated evaluation with built-in metrics and customizable tests for quality, safety, and reliability
- Offers continuous monitoring with live dashboards to detect data drift, regressions, and emerging risks
- Includes synthetic data generation for realistic, edge-case, or adversarial inputs tailored to specific use cases
Cons
- Primarily focused on AI evaluation and observability, limiting its applicability to general text analysis tasks
- Requires technical setup for integration into existing ML pipelines and CI/CD workflows
- Documentation and community support, while extensive, may still pose a learning curve for non-technical users
Frequently asked questions about Evidently AI
What is Evidently AI and what does it do?
Evidently AI is an open-source AI evaluation and observability platform designed to test, monitor, and ensure the reliability of AI systems including LLMs, RAG applications, AI agents, and predictive ML models.
Who should use Evidently AI?
Evidently AI is suited for AI teams, data scientists, ML engineers, and organizations building or deploying AI systems who need to evaluate quality, safety, and performance continuously.
How does Evidently AI help with AI safety and reliability?
It provides automated evaluation, synthetic data generation for edge cases, continuous monitoring, and visual dashboards to detect issues like hallucinations, data drift, PII leaks, and risky outputs before they impact users.
Can Evidently AI be integrated into existing workflows?
Yes, Evidently supports integration into CI/CD pipelines, model monitoring DAGs, and MLOps platforms, allowing teams to embed evaluation and monitoring directly into their development and deployment processes.
What types of AI systems can Evidently AI evaluate?
It can evaluate LLMs, RAG applications, AI agents, chatbots, copilots, and predictive ML models using built-in metrics or custom evaluations tailored to specific use cases.
Is Evidently AI open-source?
Yes, Evidently AI is fully open-source under the Apache 2.0 license, with over 7,500 GitHub stars and a large community supporting its development and use.
Evidently AI traffic & engagement
evidentlyai.com · third-party estimates from Similarweb
Data as of Sep 2026Full AI website ranking →
Monthly visits · Sep 2026150K-4.6% MoM12-month high 167K (Jul 2026)
Rank among AI websites#1,605▼ 28 vs last monthof 8,652 tools on aitoolnavio™
Top marketUnited States20.1%Top 5 countries bring 42% of visits
Average visit44sLonger than 52% of AI sites
Pages per visit1.61Average pages viewed
Bounce rate45%Leave after one page · lower is better
Similarweb global rank#307,503#295,229 in United States
Traffic trend
Last 4 months · grows by one month every month
- Jun 2026156K
- Jul 2026167K+6.9%
- Aug 2026157K−5.8%
- Sep 2026150K−4.6%
Top countries
Share of visits · estimated visits
Other countries: 58%
Visits sent by AI assistants
How people reach this site from other AI tools
122 a month · 0.1% of all visits
Compared with similar tools
Business & Marketing · Sep 2026
Traffic figures are third-party estimates, good for scale and trends; they can differ from a company's own numbers. Updated monthly.
