Can Opinion Stage be vibe coded?
Create a poll, quiz, or survey and embed it with basic response analytics
The core loop is small enough for a capable coding agent to produce a useful local version. For Opinion Stage, create a poll, quiz, or survey and embed it with basic response analytics. The hard boundary is templates, hosted delivery, lead features, and engagement reporting, plus integrations, deliverability, and workflow depth.
Jump to the build brief ↓Checked Jul 2026
What you pay today, before any DIY hosting
high editorial confidence
Buildability by layer
Screens, forms, and focused interactions
The repeatable job the product performs
Availability and legality of required data
Uptime, queues, support, and maintenance
Security, compliance, and user confidence
The achievable core
- Create a poll, quiz, or survey, embed it publicly, validate submissions, notify the owner, and provide basic analytics with a private response table and CSV export.
- Create forms, validate submissions, store responses, and export the results.
- A responsive interface with real empty, loading, success, and error states.
The parts a prompt cannot buy
- templates, hosted delivery, lead features, and engagement reporting
- advanced branching
- payment and CRM integrations
- large template libraries
- The last 20 percent is sync, migration fidelity, speed, and edge cases.
- Connectors, OAuth flows, and vendor API changes require constant upkeep.
Why people still pay
People still pay for Opinion Stage because a basic form is trivial; people pay when the form feeds a dependable business workflow and never loses a response. The recurring cost buys spam control, email delivery, storage, exports, accessibility, conditional logic, and integrations, not just the visible interface.
The last 20 percent is sync, migration fidelity, speed, and edge cases.
Connectors, OAuth flows, and vendor API changes require constant upkeep.
The brief
Context, requirements, acceptance criteria, non-goals, and the full production standard — as Markdown, ready for any coding agent.
Build brief — a focused alternative to Opinion Stage
Context
**Opinion Stage** — Create a poll, quiz, or survey and embed it with basic response analytics. It currently costs $25/mo.
The core loop is small enough for a capable coding agent to produce a useful local version. For Opinion Stage, create a poll, quiz, or survey and embed it with basic response analytics. The hard boundary is templates, hosted delivery, lead features, and engagement reporting, plus integrations, deliverability, and workflow depth.
This brief describes a focused, single-operator replacement for the part of Opinion Stage that is genuinely reproducible. It is deliberately narrower than the product it replaces, and it says so in writing. Build the useful core; do not pretend to have rebuilt the rest.
What you are building
Create a poll, quiz, or survey, embed it publicly, validate submissions, notify the owner, and provide basic analytics with a private response table and CSV export.
Create forms, validate submissions, store responses, and export the results.
A responsive interface with real empty, loading, success, and error states.
Requirements
Functional
Node.js 22.
Self-hosted deploy target.
Data and integrations
Resend API key or SMTP credentials.
Each of these needs a real account, credential, or quota. Set them up before writing feature code.
Non-functional
Accessibility: semantic markup, labelled controls, visible focus, and reduced-motion support.
Security: server-side secrets, validated input, and no credentials in the client bundle.
Reliability: retries with backoff on external calls, and a clear failure state when a provider is down.
Portability: the operator can export their data and leave without losing it.
Implementation brief
Build a personal replacement for Opinion Stage in an empty repository.
Use Next.js 15, TypeScript, Tailwind CSS, SQLite, Drizzle ORM, and Resend; do not offer alternative stacks.
The core loop is: create a poll, quiz, or survey, embed it publicly, validate submissions, notify the owner, and provide basic analytics with a private response table and CSV export.
Make the first run work locally with one documented command.
Store all user data locally by default and make export straightforward.
Put secrets in .env, ship .env.example, and never commit credentials.
Create a form builder with short text, long text, email, number, select, radio, checkbox, and file fields.
Publish each form at a stable slug with server-side validation and accessible labels.
Add honeypot, rate limiting, submission-size limits, and a clear privacy notice.
Store responses in SQLite and provide search, filters, detail view, and CSV export.
Send an owner notification without placing submitted values in logs.
Support a thank-you screen and one simple conditional branch.
Include clear empty, loading, success, and recoverable error states.
Add input validation, safe filenames, and graceful handling of unavailable APIs.
Write focused tests for the core transformation and one end-to-end happy path.
Create a README with setup, architecture, permissions, data location, and backup steps.
Do not add accounts, billing, telemetry, analytics, or a hosted control plane.
Deliberately leave out payment collection.
Deliberately leave out hundreds of third-party integrations.
Deliberately leave out multi-brand enterprise workspaces and compliance attestations.
Finish by running the tests and listing the exact commands used.
Delivery standard
Inspect the repository first, then write a short implementation plan before writing code.
Deliver the smallest complete end-to-end workflow first; every primary control must work against persisted data.
Use real validation and storage; never substitute fake dashboards, decorative controls, hard-coded success states, or mock integrations.
Include responsive layouts plus genuine empty, loading, success, validation, and failure states.
Keep secrets server-side in environment variables, provide .env.example, and never commit credentials or user data.
Add structured logs around every external call and return actionable errors without leaking sensitive details.
Write unit tests for the core logic and one automated test of the main user journey.
Finish with a README covering setup, architecture, data location, backups, tests, deployment, and known limitations.
Acceptance criteria
A clean install starts the app using only the README and .env.example.
The primary journey works from first visit through saved result, reload, edit, export, and deletion where applicable.
Invalid input, missing configuration, provider failure, and an empty database each have a usable state.
The interface works at 390px and 1440px, is keyboard navigable, and shows visible focus on every control.
Tests, type checking, linting, and a production build all pass with no ignored failures.
No part of the interface implies a live integration, security guarantee, or scale capability that was not actually built and verified.
Non-goals
Do not build these, and do not claim to have replaced them:
Templates, hosted delivery, lead features, and engagement reporting.
Advanced branching.
Payment and CRM integrations.
Large template libraries.
The last 20 percent is sync, migration fidelity, speed, and edge cases.
Connectors, OAuth flows, and vendor API changes require constant upkeep.
What you still own after launch
Secure credentials, rotate secrets, and handle provider rate limits.
Run migrations, backups, restores, and dependency updates.
Test the critical journey after every model, API, or hosting change.
Monitor failures and fix the edge cases a first prompt will miss.
Maintain every third-party integration as APIs and OAuth rules change.
Risk
**Operational risk.** The code is achievable; dependable data, integrations, and ongoing operations are the real cost.
Editorial confidence in this assessment: high. No independent one-shot implementation is linked yet.
Prior art
Working open-source software you can read, fork, or borrow from before starting:
[Formbricks](https://github.com/formbricks/formbricks) — Active open-source survey and experience-management platform
Generated by [Can It Be Vibe Coded?](https://www.canitbevibecoded.com) · Full report: https://www.canitbevibecoded.com/opinion-stage
You still own the product
- Secure credentials, rotate secrets, and handle provider rate limits.
- Run migrations, backups, restores, and dependency updates.
- Test the critical journey after every model, API, or hosting change.
- Monitor failures and fix the edge cases a first prompt will miss.
- Maintain every third-party integration as APIs and OAuth rules change.
Open-source prior art
Before you start
Can Opinion Stage be vibe coded?
Yes, for personal use. The core loop is small enough for a capable coding agent to produce a useful local version. For Opinion Stage, create a poll, quiz, or survey and embed it with basic response analytics. The hard boundary is templates, hosted delivery, lead features, and engagement reporting, plus integrations, deliverability, and workflow depth.
What can an AI coding agent reproduce from Opinion Stage?
Create a poll, quiz, or survey, embed it publicly, validate submissions, notify the owner, and provide basic analytics with a private response table and CSV export. Create forms, validate submissions, store responses, and export the results. A responsive interface with real empty, loading, success, and error states.
What will a DIY Opinion Stage replacement still be missing?
templates, hosted delivery, lead features, and engagement reporting; advanced branching; payment and CRM integrations; large template libraries; The last 20 percent is sync, migration fidelity, speed, and edge cases.; Connectors, OAuth flows, and vendor API changes require constant upkeep.
What do I still own after building a Opinion Stage alternative?
Secure credentials, rotate secrets, and handle provider rate limits. Run migrations, backups, restores, and dependency updates. Test the critical journey after every model, API, or hosting change. Monitor failures and fix the edge cases a first prompt will miss. Maintain every third-party integration as APIs and OAuth rules change.