As we discussed in our recent blog, “At the Forefront of AI Test Automation: Explore mabl's GenAI Innovations”, the rise of generative AI in software development is accelerating at astonishing speed, and mobile applications are no exception.
Even before the genAI hype, according to Gartner, 80% of mobile apps used AI technology to improve their customer experience and provide better services. The adoption of Gen AI and LLMs has compounded this statistic and increased expectations on businesses to capture revenue by leveraging these emerging technologies. So much so that Accenture, a leading IT company, has reported that AI-integrated iOS and Android apps can enhance revenue by up to 300%.
GenAI Assertions for Mobile App Testing
At mabl, we've been leading the way in AI-driven testing from the start, and we recognize the need to bridge the gap between AI-enhanced development and conventional QA approaches. That's why, after the success of GenAI Assertions for Web, we're excited to unveil GenAI Assertions for mobile app testing!
This innovative assertion type simplifies and streamlines the process of validating complex application behaviors—such as visual elements, AI-driven features, text translations, and chatbots—by allowing you to describe your expected outcomes in natural language. For example, you may want to validate an image represents a relevant topic, but the image itself may change over time.
While traditional test assertions are crucial, they have limitations when it comes to testing AI-generated components. They typically depend on static, predefined criteria, like checking an ID or confirming the expected text in an element. However, AI-powered features introduce dynamic and unique elements that are more challenging to verify. Asserting on a theme rather than specific attributes provides test flexibility and reduces overall maintenance as underlying content changes but thematically remains consistent. For instance, consider testing an AI-driven chatbot whose responses vary but must always be accurate, or ensuring a generated image meets user expectations. Traditional assertions often fall short in addressing this level of variability.
Unlocking New Possibilities in Mobile App Testing
mabl’s introduction of GenAI Assertions in mobile testing represents a major advancement in test validation. Testers can now use natural language prompts to specify their expectations within the context of their application. mabl then employs generative AI to assess whether the application’s output meets those expectations, determining pass or fail based on contextual understanding. This adaptability opens the door to a range of innovative applications, such as:
- Image Verification: Confirm that images meet specific criteria, like “Verify the image includes sunflow,” “Check the tag number in this photo,” or “Ensure the watermark is correctly applied.”
- Text Analysis: Assess the accuracy of translations, review the structure and tone of AI-generated content, and validate the correct sorting of items in a table.
- AI Chatbot Testing: Evaluate the logic and relevance of chatbot responses, including appropriate content length, formatting, and the presence of necessary action buttons.
The potential doesn’t stop there. As more companies embrace generative AI to personalize user experiences and build unique features, mabl’s GenAI Assertions ensure that those innovative features you’re building are reliable and meet your team’s quality demands. It’s not just about testing what is displayed, it’s also making sure it aligns with the intended purpose.
The mabl Difference: Built on AI From the Ground Up
While many companies are jumping on the generative AI bandwagon, often just for market buzz, mabl has been deeply integrating AI into our solutions for seven years. We focus on applying AI effectively to solve real challenges, improving the quality practices of our users. From automating complex test cases that once required manual effort to democratizing quality engineering, we believe that integrating AI into a low-code platform is key to keeping quality in step with rapid software development.
The Future of AI-Driven Testing
Generative AI is evolving quickly, and mabl is committed to incorporating cutting-edge AI features into the most critical areas of testing. As the standards for “easy” continue to rise, we are at the forefront of driving that progress.
We invite you to share your AI-related challenges with us and explore how our latest features can help address them. While script generation is available to all users, GenAI Assertions are currently offered through an early access program. If you're on a trial and want to experience these features, please contact the mabl team. If you’re new to mabl and would like to test out GenAI Assertions for Mobile, you can sign up for a free 14-day trial and get started today!
