Top 10 Agentic AI Tools for Mobile Test Automation in 2025

Is Your Mobile QA Team Struggling with Unstable, Slow, or Outdated Automation?

Is your mobile QA team struggling with flaky tests, slow regression cycles, or tools that break with every app update? These are common challenges — but they’re solvable with the right approach. More teams are now turning to Agentic AI and solutions like AskUI to streamline mobile test automation in smarter, more resilient ways. In this guide, you’ll discover the top 10 Agentic AI tools revolutionizing mobile test automation in 2025  tools that reason, adapt, and act autonomously to deliver fast, reliable testing at scale.

What Is Agentic AI and Why It Matters in Mobile Testing

Agentic AI refers to autonomous, goal-directed systems capable of adapting to complex tasks  like interacting with dynamic UI elements, reasoning about app behavior, and recovering from errors  without rigid scripting.

Unlike traditional test tools that follow pre-defined flows, Agentic AI tools make real-time decisions, healing broken test paths and adjusting to app changes just like a human tester would.

This makes them a perfect match for mobile environments, where screens, gestures, device types, and OS versions constantly shift.

Why Mobile Test Automation Needs an Upgrade

• Mobile apps change rapidly  and so do their UIs.
• Flaky tests drain engineering hours and frustrate QA.
• Cross-platform testing (iOS + Android) multiplies the complexity.
• Manual testers can't keep up, and traditional automation tools often require coding skills.

Agentic AI tools solve these pain points by enabling low-code/no-code automation, dynamic test flows, and more resilient UI interactions.

Agentic AI Tools for Mobile Test Automation in 2025

1. AskUI

• Agentic Capabilities: Visual understanding, goal-based action execution, adaptive retries
• Mobile Support: Yes (via Android emulator, iOS simulators, and real devices)
• Why It Stands Out: Automates mobile actions using natural language prompts
• Best For: Teams looking to unify desktop and mobile automation
• Mobile Use Case: Ideal for automating login/auth flows across iOS/Android using natural language
• Example Use:

‍agent.act("Simulate user tapping on the Submit button if the form is filled")

2. Testim (by Tricentis)

• Agentic Features: AI-powered self-healing, visual element recognition, dynamic locators
• Mobile Support: Yes, via Appium
• Best For: Teams using Tricentis ecosystem
• Mobile Use Case: Useful for end-to-end flows across mobile and desktop with integrated CI

3. Reprise

• Agentic Features: Workflow recording, autonomous flow replay, visual input mapping
• Mobile Support: Web-based mobile simulations (Note: Official mobile test automation support is not explicitly documented. Evaluate based on current use case.)
• Best For: Product-led teams and demo use cases
• Mobile Use Case: Great for simulating customer journeys during mobile app demos

4. Functionize

• Agentic Features: NLP test creation, autonomous test generation
• Mobile Support: Hybrid and web mobile apps
• Best For: Code-free test generation
• Mobile Use Case: Suitable for automating PWA testing on mobile browsers

5. Mabl

• Agentic Features: Intelligent auto-wait, test branching
• Mobile Support: Mobile web/PWAs
• Best For: Cross-browser and mobile web QA
• Mobile Use Case: Detects visual and behavioral regressions across mobile devices

6. Katalon Studio + Kobiton

• Agentic Features: AI-driven test creation, dynamic object handling
• Mobile Support: Native Android & iOS
• Best For: Bundled mobile test cloud + low-code scripting
• Mobile Use Case: Works well for testing gesture-based user journeys on native apps

7. Virtuoso

• Agentic Features: Goal-oriented test planning, real-time auto-healing
• Mobile Support: Browser + emulator based
• Best For: Agile teams using Gherkin-like syntax
• Mobile Use Case: Ideal for behavior-driven test flows on simulated mobile browsers

8. Autify

• Agentic Features: Auto-updated selectors, no-code visual test building
• Mobile Support: Native app support (beta)
• Best For: Non-technical users
• Mobile Use Case: Best for smoke testing basic flows on Android/iOS without code

9. Reflect.run

• Agentic Features: Scriptless recording, visual-based element selection, auto-maintenance engine
• Mobile Support: Mobile web only (Note: Native mobile app testing is not currently supported as of mid-2025.)
• Best For: Startups and lightweight QA
• Mobile Use Case: Covers basic interactions like form submissions and page transitions

10. TestSigma

• Agentic Features: Natural language testing, AI-driven locators
• Mobile Support: Real devices + emulators
• Best For: Growing QA teams needing scalability
• Mobile Use Case: Great for building scalable regression suites for mobile apps

FAQs: What QA Leaders Are Asking in 2025

What makes AskUI well-suited for mobile test automation?

AskUI is built to handle mobile-specific testing challenges like dynamic interfaces, gesture-based navigation, and platform variability. With support for real devices and simulators, it ensures reliable performance across iOS and Android environments.

Can non-developers build mobile tests with AskUI?

Absolutely. AskUI's natural language interface and visual automation platform enable QA professionals—regardless of technical background—to create and maintain robust mobile test flows.

Summary: Which Agentic AI Tool Should You Choose?

When selecting a tool, consider:

• Level of mobile-specific automation support
• Real device vs emulator coverage
• Support for biometric auth, push notifications, and mobile gestures
• CI/CD integration and native app test stability
• Ease of use for non-coders on mobile platforms

If you're looking for a versatile tool with true Agentic AI, visual reasoning, and natural-language control — AskUI is a top contender.

Ready to Automate Mobile Testing with Agentic AI?

AskUI helps QA teams build resilient, intelligent, and human-like test flows — without relying on brittle scripts.

👉 Request a Demo
👉 Read how other teams use AskUI to scale automation

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