Conversion GemsConversion Gems
Submit a tool
Website & Development · Developer & Technical

Data Button

Databutton (now Riff) is an AI app builder that generates React frontends and Python backends from natural language prompts.

Our take: Databutton rebranded to Riff in October 2025 after raising a $16M Series A.

Best forDevelopers
ReviewedPricing: Paid
7.1 out of 105 criteria · see breakdown
Try DataFrom $50/mo (200 credits)
The bottom line

The fastest path from idea to deployed full-stack app for non-coders — but the credit model means costs scale with iteration.

Our score

Reviewed by the Conversion Gems editorial team. Hover a facet to focus it; click to pin.Tap a facet to focus it.

What it is, and why we rate it

One line each. Open a row for detail.

What it really isDatabutton (now Riff) — AI-powered full-stack app builder for non-technical builders.
Our takeDatabutton rebranded to Riff in October 2025 after raising a $16M Series A.
Databutton is an AI app development platform that generates React frontends and Python backends from natural language prompts. There is no free tier or trial, and the entry price is $50/month.
Why we rate itDelivers genuine full-stack output — not just a front-end mockup — and ships to hosted infrastructure automatically.
The pivot toward enterprise (Riff) signals growing production credibility.
The catchNo free tier to evaluate before spending; iterative development burns credits fast; the enterprise rebrand to Riff may leave SMB users with reduced focus over time.

Best / not good for

Best for
  • Non-technical founders prototyping SaaS MVPs
  • Business teams automating internal workflows with a real web UI
  • Agencies delivering quick AI-powered data tools for clients
Not good for
  • Developers wanting full code control and local dev environments
  • Teams needing complex enterprise integrations or SSO out-of-the-box
  • Budget-conscious builders who need a free tier to experiment
Trade-offs

Friction report

Trade-offs to know before signing up.

  1. Time to value
    Fast: natural language prompt to running app in hours; hosted automatically, no DevOps required.
  2. Scale breakpoint
    Credit depletion at scale — heavy iteration on complex apps burns through Starter credits quickly, forcing upgrade to $200+/mo.
  3. Walled garden
    Moderate: users own their code and IP, but app hosting is tied to Databutton/Riff infrastructure; migrating a live app requires extracting and rehosting manually.
Still a fit?
If none of these block you, try it on the official site.
Try Data

A look inside

Data Button product screenshot

Frequently Asked Questions

Can businesses create custom data collection forms without coding?

Businesses create custom data collection forms through no-code builders.

Does Data Button automate repetitive data entry tasks?

Data Button automates repetitive data entry tasks by recording actions and replaying them across systems.

How does a Data Button in Power BI help users create interactive reports that call functions based on user input?

A Data Button in Power BI allows users to trigger specific functions or queries within interactive reports based on user input, enhancing dynamic data exploration and automation.

How does this AI-powered app builder generate functional applications from user prompts?

It generates fully functional applications from user prompts using AI-driven development and automated coding workflows.

How can businesses automate data collection, workflow, and reporting using this platform?

Automation capabilities allow businesses to collect data, generate reports, and streamline workflows across departments efficiently.

Alternatives

  • Step up

    Riff enterprise plan (riff.ai) for teams needing ERP integrations and a dedicated app expert.

  • Lighter alternative

    Bolt.new or Lovable for simpler front-end-focused apps with a free entry tier.

Showing 1–2 of 2

Conversion Gems independently reviews every tool.

Tags

#DataCollection#Forms

Explore related categories

Compare Developer & Technical softwareDeveloper & Technical