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Zeda.ai is a cutting-edge AI-powered product research and customer insights platform that helps businesses turn unstructured customer feedback into actionable product decisions. With advanced natural language processing and AI-driven analysis, Zeda.ai empowers product managers, UX teams, and business leaders to make data-driven decisions faster and more accurately.

Zeda.ai is a cutting-edge AI-powered product research and customer insights platform that helps businesses turn unstructured customer feedback into actionable product decisions. With advanced natural language processing and AI-driven analysis, Zeda.ai empowers product managers, UX teams, and business leaders to make data-driven decisions faster and more accurately.

Zeda.ai is a cutting-edge AI-powered product research and customer insights platform that helps businesses turn unstructured customer feedback into actionable product decisions. With advanced natural language processing and AI-driven analysis, Zeda.ai empowers product managers, UX teams, and business leaders to make data-driven decisions faster and more accurately.


UXPilot.ai is an AI-powered UX research and testing platform that enables product teams to gather deep user insights quickly and effortlessly. It helps teams optimize user experience through automated user testing, AI-driven usability analysis, actionable feedback, and real-time reporting—without needing a full-scale research team. UXPilot shortens the feedback loop and empowers teams to make data-driven UX decisions faster.


UXPilot.ai is an AI-powered UX research and testing platform that enables product teams to gather deep user insights quickly and effortlessly. It helps teams optimize user experience through automated user testing, AI-driven usability analysis, actionable feedback, and real-time reporting—without needing a full-scale research team. UXPilot shortens the feedback loop and empowers teams to make data-driven UX decisions faster.


UXPilot.ai is an AI-powered UX research and testing platform that enables product teams to gather deep user insights quickly and effortlessly. It helps teams optimize user experience through automated user testing, AI-driven usability analysis, actionable feedback, and real-time reporting—without needing a full-scale research team. UXPilot shortens the feedback loop and empowers teams to make data-driven UX decisions faster.

TryMirai is an on-device AI infrastructure platform that enables developers to integrate high-performance AI models directly into their apps with minimal latency, full data privacy, and no inference costs. The platform includes an optimized library of models (ranging in parameter sizes such as 0.3B, 0.5B, 1B, 3B, and 7B) to match different business goals, ensuring both efficiency and adaptability. It offers a smart routing engine to balance performance, privacy, and cost, and tools like SDKs for Apple platforms (with upcoming support for Android) to simplify integration. Users can deploy AI capabilities—such as summarization, classification, general chat, and custom use cases—without relying on cloud offloading, which reduces dependencies on network connectivity and protects user data.

TryMirai is an on-device AI infrastructure platform that enables developers to integrate high-performance AI models directly into their apps with minimal latency, full data privacy, and no inference costs. The platform includes an optimized library of models (ranging in parameter sizes such as 0.3B, 0.5B, 1B, 3B, and 7B) to match different business goals, ensuring both efficiency and adaptability. It offers a smart routing engine to balance performance, privacy, and cost, and tools like SDKs for Apple platforms (with upcoming support for Android) to simplify integration. Users can deploy AI capabilities—such as summarization, classification, general chat, and custom use cases—without relying on cloud offloading, which reduces dependencies on network connectivity and protects user data.

TryMirai is an on-device AI infrastructure platform that enables developers to integrate high-performance AI models directly into their apps with minimal latency, full data privacy, and no inference costs. The platform includes an optimized library of models (ranging in parameter sizes such as 0.3B, 0.5B, 1B, 3B, and 7B) to match different business goals, ensuring both efficiency and adaptability. It offers a smart routing engine to balance performance, privacy, and cost, and tools like SDKs for Apple platforms (with upcoming support for Android) to simplify integration. Users can deploy AI capabilities—such as summarization, classification, general chat, and custom use cases—without relying on cloud offloading, which reduces dependencies on network connectivity and protects user data.


TestDriver.ai is an AI-powered quality assurance and end-to-end testing agent built to help engineering teams automate UI and functional tests without brittle selectors or heavy test script maintenance. It enables users to generate tests using natural language prompts, run them across web, desktop, or hybrid applications, and integrate them into CI/CD pipelines so tests validate Pull Requests, catch regressions, and ensure continuous app quality. By using vision-based “selectorless” testing and AI-driven adaptation, TestDriver.ai aims to reduce the time engineers spend writing, updating, and debugging tests, while improving coverage, test reliability, and feedback speed.


TestDriver.ai is an AI-powered quality assurance and end-to-end testing agent built to help engineering teams automate UI and functional tests without brittle selectors or heavy test script maintenance. It enables users to generate tests using natural language prompts, run them across web, desktop, or hybrid applications, and integrate them into CI/CD pipelines so tests validate Pull Requests, catch regressions, and ensure continuous app quality. By using vision-based “selectorless” testing and AI-driven adaptation, TestDriver.ai aims to reduce the time engineers spend writing, updating, and debugging tests, while improving coverage, test reliability, and feedback speed.


TestDriver.ai is an AI-powered quality assurance and end-to-end testing agent built to help engineering teams automate UI and functional tests without brittle selectors or heavy test script maintenance. It enables users to generate tests using natural language prompts, run them across web, desktop, or hybrid applications, and integrate them into CI/CD pipelines so tests validate Pull Requests, catch regressions, and ensure continuous app quality. By using vision-based “selectorless” testing and AI-driven adaptation, TestDriver.ai aims to reduce the time engineers spend writing, updating, and debugging tests, while improving coverage, test reliability, and feedback speed.

Uini is a platform that uses an AI-powered widget to automate product feedback and convert it into actionable insights. It provides a lightweight, no-code solution that can be installed on any website to help businesses, developers, and product managers understand their customers and optimize their products. The platform automates the process of collecting user insights, generating insightful questions, and analyzing sentiment, making it easier to make informed product decisions.

Uini is a platform that uses an AI-powered widget to automate product feedback and convert it into actionable insights. It provides a lightweight, no-code solution that can be installed on any website to help businesses, developers, and product managers understand their customers and optimize their products. The platform automates the process of collecting user insights, generating insightful questions, and analyzing sentiment, making it easier to make informed product decisions.

Uini is a platform that uses an AI-powered widget to automate product feedback and convert it into actionable insights. It provides a lightweight, no-code solution that can be installed on any website to help businesses, developers, and product managers understand their customers and optimize their products. The platform automates the process of collecting user insights, generating insightful questions, and analyzing sentiment, making it easier to make informed product decisions.


Unwrap is an AI-powered customer intelligence platform designed to help product and customer experience (CX) teams deeply understand their users by automatically organizing, categorizing, and analyzing vast amounts of unstructured feedback from multiple channels. The platform consolidates data from sources such as app store reviews, support tickets, social media, surveys, and call recordings to provide actionable insights with minimal manual effort. Its advanced natural language processing (NLP) capabilities enable thematic clustering, sentiment analysis, and anomaly detection to surface emerging trends and critical issues in near real-time. By automating feedback analysis, Unwrap empowers teams to prioritize product improvements and customer needs efficiently.


Unwrap is an AI-powered customer intelligence platform designed to help product and customer experience (CX) teams deeply understand their users by automatically organizing, categorizing, and analyzing vast amounts of unstructured feedback from multiple channels. The platform consolidates data from sources such as app store reviews, support tickets, social media, surveys, and call recordings to provide actionable insights with minimal manual effort. Its advanced natural language processing (NLP) capabilities enable thematic clustering, sentiment analysis, and anomaly detection to surface emerging trends and critical issues in near real-time. By automating feedback analysis, Unwrap empowers teams to prioritize product improvements and customer needs efficiently.


Unwrap is an AI-powered customer intelligence platform designed to help product and customer experience (CX) teams deeply understand their users by automatically organizing, categorizing, and analyzing vast amounts of unstructured feedback from multiple channels. The platform consolidates data from sources such as app store reviews, support tickets, social media, surveys, and call recordings to provide actionable insights with minimal manual effort. Its advanced natural language processing (NLP) capabilities enable thematic clustering, sentiment analysis, and anomaly detection to surface emerging trends and critical issues in near real-time. By automating feedback analysis, Unwrap empowers teams to prioritize product improvements and customer needs efficiently.

Clay is a powerful go-to-market (GTM) data and AI platform that centralizes and enriches sales and marketing data from over 150 providers, enabling teams to act with precision and speed. It offers enriched leads, intent signals, and AI-led research to identify new prospects, score accounts, and personalize outreach efforts. Clay’s flexible workflows allow users to automate complex GTM processes without engineering, streamline data formatting, and update tools like CRMs and email sequencers in real time. Designed for scale, Clay integrates seamlessly with existing systems to empower GTM teams to be faster, more strategic, and highly creative.

Clay is a powerful go-to-market (GTM) data and AI platform that centralizes and enriches sales and marketing data from over 150 providers, enabling teams to act with precision and speed. It offers enriched leads, intent signals, and AI-led research to identify new prospects, score accounts, and personalize outreach efforts. Clay’s flexible workflows allow users to automate complex GTM processes without engineering, streamline data formatting, and update tools like CRMs and email sequencers in real time. Designed for scale, Clay integrates seamlessly with existing systems to empower GTM teams to be faster, more strategic, and highly creative.

Clay is a powerful go-to-market (GTM) data and AI platform that centralizes and enriches sales and marketing data from over 150 providers, enabling teams to act with precision and speed. It offers enriched leads, intent signals, and AI-led research to identify new prospects, score accounts, and personalize outreach efforts. Clay’s flexible workflows allow users to automate complex GTM processes without engineering, streamline data formatting, and update tools like CRMs and email sequencers in real time. Designed for scale, Clay integrates seamlessly with existing systems to empower GTM teams to be faster, more strategic, and highly creative.

Braintrust is an AI observability platform designed to help teams build high-quality AI products by enabling systematic testing, evaluation, and monitoring of AI features. It provides tools to run evaluations with real data, score AI responses, and monitor live model performance to detect quality drops or incorrect outputs. Braintrust facilitates collaboration among engineers and product managers with intuitive workflows, side-by-side comparison of model results, and automated as well as human scoring. The platform supports scalable infrastructure, automated alerts for quality and safety, and provides detailed analytics to optimize AI development and maintain production quality.

Braintrust is an AI observability platform designed to help teams build high-quality AI products by enabling systematic testing, evaluation, and monitoring of AI features. It provides tools to run evaluations with real data, score AI responses, and monitor live model performance to detect quality drops or incorrect outputs. Braintrust facilitates collaboration among engineers and product managers with intuitive workflows, side-by-side comparison of model results, and automated as well as human scoring. The platform supports scalable infrastructure, automated alerts for quality and safety, and provides detailed analytics to optimize AI development and maintain production quality.

Braintrust is an AI observability platform designed to help teams build high-quality AI products by enabling systematic testing, evaluation, and monitoring of AI features. It provides tools to run evaluations with real data, score AI responses, and monitor live model performance to detect quality drops or incorrect outputs. Braintrust facilitates collaboration among engineers and product managers with intuitive workflows, side-by-side comparison of model results, and automated as well as human scoring. The platform supports scalable infrastructure, automated alerts for quality and safety, and provides detailed analytics to optimize AI development and maintain production quality.


Agnost.ai is a specialized analytics platform built exclusively for monitoring and optimizing AI agents and MCP servers. It provides unified dashboards that track all key metrics like tool calls, conversations, latency, user profiling, and actionable errors without context switching or noise. Designed from humans for agents, it helps teams understand user journeys, reduce drop-offs, and deliver personalized experiences through visual flow analysis and custom dashboards. Setup takes seconds with one line of code, works natively with any conversational agent library, and prioritizes privacy while offering open-source SDKs. Perfect for indie hackers to enterprises scaling agent performance with real-time insights and founder support.


Agnost.ai is a specialized analytics platform built exclusively for monitoring and optimizing AI agents and MCP servers. It provides unified dashboards that track all key metrics like tool calls, conversations, latency, user profiling, and actionable errors without context switching or noise. Designed from humans for agents, it helps teams understand user journeys, reduce drop-offs, and deliver personalized experiences through visual flow analysis and custom dashboards. Setup takes seconds with one line of code, works natively with any conversational agent library, and prioritizes privacy while offering open-source SDKs. Perfect for indie hackers to enterprises scaling agent performance with real-time insights and founder support.


Agnost.ai is a specialized analytics platform built exclusively for monitoring and optimizing AI agents and MCP servers. It provides unified dashboards that track all key metrics like tool calls, conversations, latency, user profiling, and actionable errors without context switching or noise. Designed from humans for agents, it helps teams understand user journeys, reduce drop-offs, and deliver personalized experiences through visual flow analysis and custom dashboards. Setup takes seconds with one line of code, works natively with any conversational agent library, and prioritizes privacy while offering open-source SDKs. Perfect for indie hackers to enterprises scaling agent performance with real-time insights and founder support.

Lumio AI is a multi-model artificial intelligence platform that brings access to multiple top AI models like ChatGPT, Claude, Gemini, Grok, DeepSeek, and more into one unified workspace, enabling users to interact with the best AI for each task through a single interface. Why settle for one perspective when you can have many? With the Multi-LLM system, researchers, developers, and business professionals gain access to multiple AI models delivering sharper insights, faster solutions, and smarter decisions, all in one powerful platform.

Lumio AI is a multi-model artificial intelligence platform that brings access to multiple top AI models like ChatGPT, Claude, Gemini, Grok, DeepSeek, and more into one unified workspace, enabling users to interact with the best AI for each task through a single interface. Why settle for one perspective when you can have many? With the Multi-LLM system, researchers, developers, and business professionals gain access to multiple AI models delivering sharper insights, faster solutions, and smarter decisions, all in one powerful platform.

Lumio AI is a multi-model artificial intelligence platform that brings access to multiple top AI models like ChatGPT, Claude, Gemini, Grok, DeepSeek, and more into one unified workspace, enabling users to interact with the best AI for each task through a single interface. Why settle for one perspective when you can have many? With the Multi-LLM system, researchers, developers, and business professionals gain access to multiple AI models delivering sharper insights, faster solutions, and smarter decisions, all in one powerful platform.


Squad AI is an advanced AI-powered product management and strategy platform that helps product teams, founders, and businesses make data-driven decisions, plan roadmaps, and generate actionable insights quickly. With AI-assisted analysis, strategic mapping, and automated documentation, Squad AI enables users to optimize product development and prioritize features effortlessly.


Squad AI is an advanced AI-powered product management and strategy platform that helps product teams, founders, and businesses make data-driven decisions, plan roadmaps, and generate actionable insights quickly. With AI-assisted analysis, strategic mapping, and automated documentation, Squad AI enables users to optimize product development and prioritize features effortlessly.


Squad AI is an advanced AI-powered product management and strategy platform that helps product teams, founders, and businesses make data-driven decisions, plan roadmaps, and generate actionable insights quickly. With AI-assisted analysis, strategic mapping, and automated documentation, Squad AI enables users to optimize product development and prioritize features effortlessly.

ScoutUX is an AI-powered usability testing tool that delivers objective feedback on website user experience in minutes by analyzing interfaces against Nielsen's 10 Heuristics, spotting issues like friction points, navigation problems, and design violations that hurt conversions and retention. It simulates real user behavior on SaaS, blogs, e-commerce, or landing pages via automated exploration or specific tasks, providing actionable insights and screenshots to fix problems before they impact customers. Perfect as a fast, affordable first-line defense that complements traditional user research by catching fundamental flaws early.

ScoutUX is an AI-powered usability testing tool that delivers objective feedback on website user experience in minutes by analyzing interfaces against Nielsen's 10 Heuristics, spotting issues like friction points, navigation problems, and design violations that hurt conversions and retention. It simulates real user behavior on SaaS, blogs, e-commerce, or landing pages via automated exploration or specific tasks, providing actionable insights and screenshots to fix problems before they impact customers. Perfect as a fast, affordable first-line defense that complements traditional user research by catching fundamental flaws early.

ScoutUX is an AI-powered usability testing tool that delivers objective feedback on website user experience in minutes by analyzing interfaces against Nielsen's 10 Heuristics, spotting issues like friction points, navigation problems, and design violations that hurt conversions and retention. It simulates real user behavior on SaaS, blogs, e-commerce, or landing pages via automated exploration or specific tasks, providing actionable insights and screenshots to fix problems before they impact customers. Perfect as a fast, affordable first-line defense that complements traditional user research by catching fundamental flaws early.
This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.
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