Testing > Testing AI Agents

Test your AI in the real world, without the consequences

Even the smartest AI can sound clueless without local context. Get your AI tested in a real-life, local context in order to ensure that what you’ve built works for everyone, and is ready to represent your business.

✓ real-world tests ✓ AI experts ✓ Target anyone

We work with the largest companies in AI

Crowdtesting gets you data you can't get elsewhere

Businesses like Meta and YouTube find that our data products supplement tools like A/B tests, user panels, and user research. That's because we offer superior coverage and real life test environments.

190 countries
Any language
Any device environment
Any biometric or demographic targeting

We have a track racord of getting products to markets faster when it matters most

Businesses save an average of 50% of their test cycle by focusing on their "last mile" testing, the tests which are the most time intensive and refer to a product in real life. Read how we saved GoldenScent 50% of their testing time, or cut one day per week for airportr. Or click Meta below for their story from back in 2007:

Global App Testing cultural intelligence will drive more adaptive, intelligent agents

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Our services are specialized to your AI requirements

                
                Adversarial Red Teaming
              
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Specialist “red teams” of testers attempt to produce content or outcomes which violates guidelines via bad faith product use. 
Structured adversarial prompts tailored to your domain.
Test for jailbreaks, bias, misinformation, harmful content across your outputs 
Clear, actionable reports with mitigation recommendations
 
                Human-in-the-Loop Evaluation
              
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Gather preference data about the responses your test modules are producing across a variety of user and demographic controls.
Get ranked comparisons of outputs from real humans.
Data feeds directly into your reward model for fine-tuning
Ensures outputs are not just correct—but helpful, clear, and safe

                Reinforcement Learning from Human Feedback [RLHF]
              
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Get structured and unstructured feedback from demographic target users during the product development stage to fine-tune your model.
Get structured and unstructured responses from humans
Reinforce your model based on perceived value by global testers
Clear, actionable reports and benchmarks 

                In-Context Usage Testing by Real Human Testers
              
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Ensure that your GenAI LLM is working effectively in the real world across a range of contexts for “unknown unknown” issues and challenges across the whole product stack.
Assess prompts and outputs which are tailored to specific use cases
Get test cases, surface issues, and get unsturctured feedback
Get prioritization suggestions for different products and services

We're trusted by builders of the future and in use across leading AI businesses right now

A major AI lab scaling to billions of users

We delivered adversarial testing and cultural alignment reviews to tackle hallucinations, offensive content, and sensitive prompt failures—helping them confidently launch new model versions worldwide.

A B2B2C security solution for digital identity

Our crowd provided diverse biometric data and edge-case prompts to validate model robustness in high-risk identity verification flows

A global SaaS leader exploring GenAI in customer tools:

We conducted real-world prompt testing in multiple languages to ensure AI outputs stayed helpful, polite, and brand-consistent—even in complex enterprise use cases.

Other ways crowdtesting can help to ensure your agent is ready for the real world

Get your product to market faster with best-in-class AI testing which can give you full confidence that your product is ready to meet the market with a mix of red team test techniques and surveys.