Fiuto vs Voicepanel: what you get with Fiuto
Fiuto writes the study, runs it with AI respondents and real people, recruits when you need it, and reads the results back. From the web app or the coding agent you already build in.Free to start, in minutes, no research experience required.
Fiuto's mark beside Voicepanel's, with "vs" between them.
Fiuto runs your full research loop
Paste a link or describe your product, and Fiuto takes it from there. No research experience needed.
What you get with Fiuto
You can run your full user research in Fiuto today: just enter your product URL to get started.
Eighteen research methods, card sorts and first-click tests included
Fiuto has eighteen research methods to build your studies from, and every one is on every plan. Fiuto can build the study for you, or you can build it block by block.
A real study today, with the AI included
The free plan runs a study end to end, insights and all. There's no quote to wait for, no demo to sit through and no minimum to commit to.
No research experience required
Paste your product URL and Fiuto drafts a study around your product and your audience. You review it, change what you want, and launch.
Side by side
Every row checked against Voicepanel's own pages in September 2026.
| Fiuto | Voicepanel | |
|---|---|---|
| Free plan | Every method, 1 live study a month, 10 responses per study, 600 AI credits a month, no card. | None published. |
| Paid plans | Core $29 and Pro $69 a month, published, flat per account. | No figure published. Pricing is described as tailored to each customer. |
| Collaborators | Share with as many collaborators as you like on every plan, including Free. | No per-seat price published. |
| Unmoderated methods | 18 method blocks, every one on every plan. Card sort, tree test, first-click, five-second, preference test and click heatmap among them. | Surveys with AI follow-ups, AI conversations, stimuli covering images, videos, prototypes, websites and apps, conditional branching and mobile screen capture, per its pricing page's feature table. No card sort, tree test, first-click, five-second or preference test. |
| AI moderator | Upcoming. AI interviews are in development, and this row will list them the day they are out of alpha. | AI conversations with follow-ups. |
| AI respondents | Up to five AI respondents per run, so you can test the study before it reaches anyone real. | Not published. |
| Study drafting | AI drafts the whole study from your URL and goal, on every plan including Free. | Drafting a study from a URL is not published. |
| MCP server | Read and write: create, launch and read results on every plan including Free. | Read and write tools scoped by role. |
| Recruitment | Prolific's global panel across 38+ countries, priced per response with no quote. Or share the link with your own people. | Reach across dozens of third-party panels it integrates, including Prolific, User Interviews and Respondent. 30M+ claimed on its homepage. Its pricing page adds in-product intercept, link sharing, email invites, custom quotas and incentive management. |
| Instrumented build | @fiuto/runner is on public npm and attaches to any live URL. Clicks and events come back in the same export as the answers. | Mobile screen capture and audio, video and screen recordings are listed on its pricing page. A tracker you install in your own build is not published. |
| Templates and product memory | 24 curated templates plus the ones you save, on every plan. Fiuto remembers your product, your audience and what you're trying to learn between studies. | Product team templates and persona segmentation are listed as Enterprise controls. Carrying what one study learned into the next is not published. |
Sources: Voicepanel's pricing page, checked 11 September 2026 and Voicepanel's homepage, checked 11 September 2026.
Your data is yours. Stay in Claude Code
Create, launch, and read back studies over MCP from the coding agent you already build in. Every result is yours, out through a per-study token or MCP, on every plan including Free.
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BoltWho fits which tool
Fiuto fits small, fast teams that want research inside the product workflow
You don't need research experience or a dedicated research team. Fiuto drafts the study, tests it with AI respondents before it reaches anyone real, launches it, and turns the results into insights and a deck you can share.
Fiuto fits when you need answers this week
You can run research end to end in hours rather than weeks, and start today without a paid subscription or a call with sales.
Choose Voicepanel if you're buying consumer scale
You need thousands of people across many markets on one study, in voice and video, and a broker that can reach them. That's the shape its pricing page is built around, and a card on file won't get you there.
Choose Voicepanel if you'd rather hand the project over
You have a question and no time to run the study yourself, and you'd rather brief someone and get a finished report back. Its Agent plan is described as an ad-hoc engagement for exactly that.
Frequently asked questions
Is Fiuto a Voicepanel alternative?
Yes, and it's a closer match if you're a small team without a researcher. You get eighteen unmoderated methods against Voicepanel's surveys and AI conversations, published prices instead of a quote, and the same Prolific panel Voicepanel integrates, priced per response.
Does Fiuto have an AI moderator?
AI interviews are an upcoming feature, in development now, and this page will list them the day they are out of alpha.
Do I need research experience to use Fiuto?
No. Just paste your product's URL to get a well crafted study built around your product and your audience.
Which methods does Fiuto support?
18 method blocks on every plan: prototype and live website tasks, first-click, click heatmap, five-second tests, preference and design feedback, card sort, tree test, matrix, ranking, rating scales, open text, and copy tests among them.