Wondering

Wondering is a comprehensive, AI-first user research platform designed to make experience research a superpower for product teams, marketers, and researchers. It enables organizations to move beyond traditional, time-consuming research methods by leveraging artificial intelligence to conduct and analyze conversations with customers. This allows even small or stretched teams to perform high-yield research asynchronously, at scale, and in over 50 languages, uncovering the crucial "Why?" behind user behavior.

The platform is built to support the entire research lifecycle, from study creation to insight generation. It helps teams get to know their customers and test assumptions continuously, embedding user feedback directly into the product development process. Whether you're interviewing a handful of users or hundreds, Wondering provides the tools to gather deep qualitative insights with the reach of a quantitative study.

How to use Wondering

Using Wondering is a streamlined, four-step process designed for efficiency and depth:

1. Build Your Study: Start by using the AI Study Builder, which can help generate relevant research questions. You can create a variety of studies, including AI-moderated user interviews, surveys with open-ended or multiple-choice questions, prototype tests (with Figma integration), live website tests, and concept validation tests.
2. Recruit Participants: Wondering offers flexible recruitment options. You can target customers directly within your product using action-based triggers, share a unique study link, or tap into their vetted global panel of over 200,000 participants, filtering by over 300 demographic, interest, and behavioral criteria.
3. AI-Powered Moderation: Once launched, the AI takes over. It conducts interviews and tests asynchronously, asking your predefined questions and intelligently generating relevant follow-up questions based on participant responses. This process can be conducted in over 50 languages, with the AI moderating in the user's native tongue.
4. Analyze and Synthesize Insights: The platform automatically transcribes and translates all responses. Its AI Analysis suite, featuring 'AI Answers', then synthesizes the data. It performs thematic analysis, summarizes key findings, and helps you filter results to answer your core research questions, turning raw data into actionable insights 68x faster than manual methods.

Core Features of Wondering

• AI-Moderated Research: Conducts user interviews, prototype tests, live website tests, surveys, and concept tests without a human moderator.
• Multilingual Capabilities: Run studies and moderate sessions in over 50 languages, with automatic translation of findings back to English.
• AI Study Builder: An intelligent assistant that helps you design effective research studies and formulate questions.
• Flexible Participant Recruitment: Recruit via in-product widgets, unique links, or a global panel of over 200,000 participants.
• AI Analysis Suite: Features include automatic transcription, translation, response summarization, thematic analysis, and 'AI Answers' to generate findings from your data.
• Diverse Question & Test Types: Supports open-ended, multiple-choice, rating scale, NPS, five-second tests, and tests for images, videos, and prototypes.
• Enterprise-Ready Security: SOC 2 Type II compliance and SSO options (Google, Okta) ensure your data is secure.

Use Cases for Wondering

Wondering is versatile and can be applied across various business needs:

• Continuous Product Discovery: Embed ongoing research into your development cycle to consistently build user-centered products.
• Optimize Product Journeys & Increase Conversion: Use live website and prototype tests to identify friction points and improve user flows.
• Reduce Churn: Conduct in-depth interviews to understand why users are leaving and what improvements would retain them.
• Prioritize Product Roadmap: Validate new feature ideas and concepts with real users before committing development resources.
• Test New Designs and Messaging: Get rapid feedback on new UI/UX designs, marketing copy, and brand messaging.
• Market Expansion: Leverage multilingual capabilities to understand user needs and behavior in new global markets.

Advantages of Wondering

Wondering offers a strategic advantage over traditional research methods:

• Scale: Achieve the depth of qualitative interviews with the scale of a quantitative survey.
• Speed: Drastically reduce research timelines from weeks to days or even hours.
• Global Reach: Break down language barriers to gather insights from a diverse, global user base.
• Depth of Insight: AI-generated follow-up questions dig deeper than static surveys, uncovering nuanced insights.
• Efficiency & ROI: Automates manual, time-consuming tasks like moderation, transcription, and analysis, freeing up your team to focus on strategy and action.

Pricing and Plans

Wondering offers plans tailored to different team sizes and needs, with a 7-day free trial available.

• Explore Plan: Starting at $149 per month, this plan is ideal for small teams getting started. It includes 1 study per month, unlimited user seats, core testing features, and pay-as-you-go access to the participant panel.
• Scale Plan: This is a custom plan with annual billing for organizations that need to collect insights at any scale. It includes everything in Explore plus a custom number of studies, full multilingual support, advanced AI analysis, multiple workspaces, SSO, and dedicated support.
• Participant Panel: For targeted recruitment, you can access the panel starting at $5 per study response.