The difference between a generic AI output and a premium one is rarely the model, it is the prompt. The patterns below produce results that feel deliberate, on-brand, and shippable, not assembled. Use them as scaffolding, then adapt them to your product.
Every Lovable user discovers, sooner or later, that the same prompt asked two ways produces two completely different apps. One feels generic, like a template lightly disguised. The other feels intentional, as if a thoughtful designer wrote it. The model has not changed. The prompt has.
After reviewing thousands of prompts in our research community and rebuilding the same products dozens of ways ourselves, we have collected the patterns that consistently produce premium results. This is the curated library. Use it as a starting point, not a script.
The anatomy of a great Lovable prompt
Before the library, the pattern. Every prompt that consistently produces premium output contains five elements, in roughly this order:
- A named product or brand, so the AI commits to identity rather than abstraction.
- A specific audience, so the copy is targeted instead of generic.
- A single primary outcome, so the screen does not sprawl.
- A visual reference (one or two names), so the aesthetic is opinionated.
- A constraint that names what to leave out, so the result is restrained.
Landing pages that convert
1. Premium SaaS landing: Linear/Stripe aesthetic
Build the marketing landing page for [Product]. Audience: [specific user]. Above the fold: one-sentence headline naming the painful moment, one-sentence sub-headline naming the relief, single CTA. Aesthetic: Linear meets Stripe: restrained typography, generous whitespace, soft gradient hero, no stock illustrations. Three honest screenshots, three numbered steps, a pricing block with a single plan, and a footer. No carousel, no testimonials wall, no chat widget.
2. Editorial-feeling product page
Build a magazine-style product page for [Product] in the spirit of Kinfolk and Apple newsroom. Use a refined serif for the headline (Playfair Display italic for the accent word). Sans-serif body. Asymmetric two-column hero with the product image floating right of the headline. Cream background, charcoal text. One primary CTA, no secondary CTAs. The page should feel slow and confident.
3. Indie hacker launch page
Build a launch page for [Product], an indie SaaS for [audience]. Direct, friendly tone. Show the founder's name and photo. One paragraph telling the story of why this exists. Single CTA: 'Try it free.' Below the fold, a short FAQ in the founder's voice. Soft off-white background, single accent color. No corporate language.
Full SaaS scaffolds
4. Subscription SaaS in one prompt
Build a complete subscription SaaS called [Name] for [audience]. Include: marketing landing page, authentication (email and Google), a clean dashboard with sidebar navigation, a single primary feature page, settings, billing connected to Stripe with one $19/month plan, and a logout flow. Use the managed backend for the database and auth. Design: premium minimal, soft purple primary, Inter typography, generous whitespace. Mobile-responsive.
5. Internal tool / admin panel
Build an internal admin tool for [team] to manage [entity]. Single screen: a calm, data-dense table with search, filters by [fields], inline editing, and bulk actions. Sidebar navigation for related entities. Use the managed backend. Aesthetic: Linear-inspired, dark mode by default, monospace for IDs. Prioritize clarity over decoration. No marketing chrome.
6. Two-sided marketplace skeleton
Build a marketplace MVP connecting [supply] with [demand]. Two roles, distinct dashboards. Supply role: profile, listing creation, inbox. Demand role: search, listing detail, contact action. Auth with role selection on signup. Managed backend. Clean editorial aesthetic. Skip messaging for v1, replace with an 'email seller' button that opens a templated email.
