50+ Vibe Coding Prompts That Actually Work (2026)
Copy-paste prompt library for building with AI. Landing pages, dashboards, CRUD apps, mobile screens, and API integrations, organized by use case with refinement tips.
The skill gap in vibe coding is not which tool you use, it is how you prompt it. Two people can open the same AI builder and get wildly different results depending on how they describe what they want. This library exists to close that gap.
Every prompt below has been tested. Some are start-from-scratch templates; others are the follow-up refinements that turn a mediocre first draft into something you can ship. Use them as starting points, not scripts, adjust the specifics to your project and you will get dramatically better output than the average "build me a website" request.
For background on the methodology and history behind vibe coding, see the main pillar guide. For the tools that run these prompts best, check the vibe coding tools roundup.
What you will find in this library
- • Landing page prompts, hero sections, pricing tables, feature grids, CTAs
- • Dashboard prompts, stats cards, charts, data tables, filters
- • CRUD app prompts, full-stack patterns with data models and admin views
- • Mobile screen prompts, bottom nav, cards, forms, swipe actions
- • Integration prompts, Stripe, email, webhooks, OpenAI
- • Refinement prompts, fixes and iterations for common output issues
Landing Page Prompts
These prompts build conversion-focused landing pages. They work best in Lovable, Base44, and v0. Specify your audience and offer, the templates handle structure.
Landing page refinement prompts
Recommended for landing pages · Sponsored
Lovable generates complete, deployable landing pages from a single prompt, routing, form logic, and responsive layout included. Paste any prompt above and have a live URL in under five minutes. Affiliate link, I earn a commission if you sign up, at no cost to you.
Try Lovable free →Dashboard and Analytics Prompts
Dashboard prompts need explicit layout structure and data specifications. These templates cover the most common admin and analytics patterns.
Recommended for data-driven dashboards · Sponsored
Base44 handles database connections, real-time data, and chart rendering that dashboards require. Describe your metrics and it wires up the backend, no separate data layer setup. Affiliate link, I earn a commission if you sign up, at no cost to you.
Try Base44 →CRUD and Full-Stack App Prompts
Full-stack app prompts need schema-first thinking. Start with the data model, then build the UI on top. These prompts follow that order.
CRUD refinement prompts
Mobile App and Screen Prompts
Mobile prompts require explicit viewport and interaction specifications. These work well in Replit, Lovable for PWAs, and Expo with Cursor.
Integration and API Prompts
These prompts connect apps to external services. Specify the exact API, the data you need, and the error states to handle.
Recommended for integration-heavy apps · Sponsored
For apps that need Stripe, auth, and email wired together, Lovable handles the full integration stack. Describe what service you need connected and it scaffolds the server actions, environment variables, and error handling. Affiliate link, I earn a commission if you sign up, at no cost to you.
Try Lovable free →Prompt Refinement: What Separates Fast Shippers
The best vibe coders are not better at writing first prompts, they are better at iterating. These five principles cut iteration time in half.
Fix structure before fixing style
Data model errors are expensive. Visual errors are cheap. On every first draft, check routing, state management, and data relationships first. Correcting those later means touching code the AI has already built on top of, breakage multiplies.
Describe what you see, not what you want
Effective refinement prompts start with what is currently wrong: "The sidebar overlaps the main content on mobile widths." Not: "Fix the mobile layout." The AI can only fix what it knows is broken, tell it precisely what you observe.
Use named UI references
"Style this card exactly like a Stripe dashboard stat card" or "Make this table behave like a Linear issues table" gives the AI a specific mental model. Named references produce more accurate outputs than abstract descriptions like "make it clean and professional."
One change per refinement prompt
Asking for three changes at once leads to the AI fixing two well and mangling the third. Treat each iteration as one atomic change. Slower per change, but dramatically faster overall because you avoid compounding regressions.
Build your prompt library as you go
When a prompt produces output you love, save it verbatim. It is not luck, the structure of that prompt works for your tool and stack. Your growing library of proven prompts is the real compounding advantage of vibe coding over raw coding.