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Reviewed · Updated 2026-06-19

Data Button

Automates data collection, workflow, and notifications with smart buttons.

Reviewed by the Conversion Gems editorial team ·
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Pricing
Free Trial
Best for
Developers
Category
Developer & Technical
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.

7.1
Our score
7.1 / 10
Conversion Gems editorial verdict
From $50/mo (200 credits)
Features8/10
8 - full-stack React + Python generation, deployment, custom domains, and AI agent integration cover most MVP needs well.
Value6/10
6 - $50/mo entry is reasonable but credit burndown on iterative builds makes mid-tier ($200+) the practical floor for real projects.
Ease of use8/10
8 - natural language to deployed app is genuinely frictionless; no local setup or DevOps knowledge required.
Ecosystem6/10
6 - supports external API integrations and Neon Postgres; native connector library is still growing post-rebrand.
Support7/10
7 - Discord community and in-product chat on paid tiers; weekly office hours on Launch plan; dedicated expert on Unlimited.
What it really is

Databutton (now Riff) — AI-powered full-stack app builder for non-technical builders.

Our take

Databutton rebranded to Riff in October 2025 after raising a $16M Series A. The DB summary describing 'smart buttons for data collection and notifications' is incorrect — this is an AI app development platform that generates React frontends and Python backends from natural language prompts. DB also mislabels pricing as Freemium/Free Trial; there is no free tier or trial, and entry price is $50/month.

Why we rate it

Delivers 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 catch

No 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 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
Friction report
Time to value
Fast: natural language prompt to running app in hours; hosted automatically, no DevOps required.
Scale breakpoint
Credit depletion at scale — heavy iteration on complex apps burns through Starter credits quickly, forcing upgrade to $200+/mo.
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.

A look inside

Data Button product screenshot

Frequently Asked Questions

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.

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Tags

#DataCollection#Forms

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