Survey example: Power User survey about roadmap priorities

This is an example of an AI survey designed for power users about roadmap priorities—made to collect sharp insights with minimal effort. If you're aiming to understand what matters most to your most advanced users, see and try the example.

Creating a genuinely effective power user roadmap priorities survey is challenging. Building something engaging, clear, and capable of uncovering true needs often feels like guesswork or a slog.

We built Specific with the sole focus of making these impactful, conversational surveys quick to create, easy to edit, and far more insightful than anything you’d get from clunky forms. Every example here shows exactly how these tools work in real-world settings.

What is a conversational survey and why AI makes it better for power users

Power users are smart—they’ve seen every kind of feedback form. And let’s face it, traditional surveys often fall flat: too rigid, dull, or lacking depth. The real challenge? Getting nuanced feedback about roadmap priorities without sending users into form fatigue.

This is where conversational surveys powered by AI truly shine. Instead of handing power users a one-way form, an AI survey example interacts back—clarifying, probing, and feeling just a little more human. It’s more engaging, less forgettable, and unlocks richer responses nearly every time.

In fact, a recent study found that participants engaging with chatbot-driven, conversation-style surveys felt more involved compared to those doing standard surveys. These AI-powered interviews encourage more context, specificity, and clarity in what users share. [3]

Why use AI for power user surveys?

• Effortless creation and expert-level structure—AI instantly transforms your prompt into a survey tailored for advanced user insights. See how in our how-to guide.

• Instant follow-ups dive deeper, surfacing context you’d otherwise miss.

• Boosted engagement and richer data, thanks to a conversational interface built for modern audiences.

Adoption is exploding: by 2024, 22% of UK firms are projected to use AI for tasks like these—many for the first time. [1] And according to McKinsey, more than three-quarters of global organizations now use AI in at least one business function. [2]

With Specific, the whole process—creating, delivering, analyzing—feels natural for both survey creators and respondents. These conversations are smooth, mobile-friendly, and require no manual guesswork.

Automatic follow-up questions based on previous reply

One of the most powerful aspects of Specific’s conversational survey engine is how it asks smart, real-time follow-up questions—just like a sharp product researcher. Instead of guessing what a “good” answer is, the AI probes deeper, clarifies ambiguities, and helps you understand a power user’s true priorities.

Here’s why that matters: if you only ask generic questions and never follow up, half your responses will be vague or impossible to interpret. Automated follow-ups avoid the endless email ping-pong—and make every answer sharper.

• Power User: “I want better integrations.”

• AI follow-up: “Which integrations do you use most often, and what’s missing from the current experience?”

• Power User: “Performance could be improved.”

• AI follow-up: “Are you noticing slowdowns in a specific feature or during peak usage? Can you describe where it affects your workflow most?”

If we settle for basic questions, responses will be frustratingly ambiguous. AI gets the details for you, instantly. Learn more about how Specific’s automatic follow-up questions work in practice.

These follow-ups turn basic forms into true conversations, creating a genuinely conversational survey—exactly how advanced product teams now expect to interact with users. It’s worth generating one yourself to see how natural the exchange feels.

Easy editing, like magic

Ever get trapped in form-builder hell, clicking through menus and tweaking questions for hours? Specific skips all that. You simply tell the AI what you want—change an answer, add a new priority, reword a question—and the expert-level survey updates immediately. The AI does the repetitive bits for you, so you can iterate in seconds and get back to what matters.

Try full survey editing in chat via the AI Survey Editor—where all you have to do is describe your change.

Survey delivery: landing page or in-product widget

However you want feedback from power users about roadmap priorities, it’s covered:

• Sharable landing page surveys—Perfect for power users you reach by email or community groups. Just send a link to the AI survey, and anyone can reply on desktop or mobile.

• In-product surveys—Best for capturing feedback while users are actually working in your app, following up on new releases, or at key churn points. Target only your advanced users, and ask about roadmap priorities when context is freshest.

For roadmap priorities, in-product delivery often uncovers immediate, context-rich feedback from users actively engaging with your features. But landing page surveys are perfect for asynchronous, deeper dives into power user strategies or vision.

AI-powered analysis: instant, deep, actionable

Once you’ve collected responses, there’s no need to dig through data solo—or download endless spreadsheets. Specific uses AI for survey analysis: instantly summarizing answers, detecting recurring topics, and surfacing the real trends you care about. Simply chat with the AI about your results, and ask anything (“What’s holding back key integrations?” or “Which requests are shared by the most advanced users?”).

This takes analyzing survey responses with AI to another level—see how to analyze power user roadmap priorities survey responses with AI in our detailed guide. You’ll never go back to manual sorting. Learn more about automated survey insights and custom survey creation.

See this roadmap priorities survey example now

See how a truly conversational AI survey can reveal the priorities of your most advanced users—try the example and experience fast insights from smarter, friendlier feedback in minutes.