SaaS App Prompts for Lovable AI
The gap between a Lovable demo and a SaaS product is almost never the feature list. It is auth that survives a refresh, roles that actually gate something, billing that reconciles with the payment provider, and a trial that ends. Those four are where generated apps break, and they are what these fifteen prompts specify.
Order matters more here than in any other category. Entitlement logic written after the UI has to be threaded back through every screen, so the prompts are sequenced to put access control before anything that depends on it.
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SaaS MVP with User Auth
What this prompt is for
A multi-tenant SaaS starting point: auth that survives refresh, three working roles, and an invite flow that actually adds teammates.
When to use it
Starting any SaaS where users belong to a workspace. Run this before building screens, because retrofitting roles touches every one of them.
How to Use This Prompt
This prompt covers one step of a multi-step build.
For best results, consider building your app in layers:
- Foundation
- Features
- Distribution
The base version of this app is built: auth, workspaces, three roles, and a working invite. This prompt adds the growth mechanics, because a team tool that spreads by invite is its own acquisition channel. ## Growth Features (Required for Distribution) - **Product-led Growth:** make the invite the loop. Show who invited whom on the member list, confirm to the inviter when an invite is accepted, a
Other Channels to Test
The shareable workspace summary gives internal champions a sales artifact: seats, activity, and the upgrade delta in one screenshot-ready page.
Invite and acceptance events give you a lifecycle trigger list: owners with pending invites, and workspaces that stalled after one member.
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Subscription Checkout Flow
What this prompt is for
A Stripe subscription flow whose states all exist: checkout, success, failure, cancel, and the webhook that keeps the app honest.
When to use it
Adding paid plans to an app whose entitlements are already defined. If plans do not gate anything yet, define that first or the checkout sells nothing.
# Context Add paid subscriptions to an existing app using Stripe Checkout. Entitlements per plan are already defined in the app; this prompt wires purchase, verification and lifecycle. Trust the webhook, not the redirect. ## Core Features (Priority Order) 1. Plan selection UI reading plan definitions from one config object 2. Stripe Checkout session creation on the server, never exposing the secr
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Product Roadmap Planner
What this prompt is for
A public-or-private roadmap board: columns by stage, drag to reprioritize, and a changelog that writes itself from shipped cards.
When to use it
When 'what are you building next' becomes a recurring question from users or stakeholders and answering it by email stops scaling.
# Context Build a roadmap planner for a product team: cards move across stage columns, order within a column matters, and shipped work becomes a changelog entry without retyping. Decide visibility per board: internal or public read-only. ## Core Features (Priority Order) 1. Board with four columns: Ideas, Planned, In Progress, Shipped 2. Cards: title, one-paragraph description, tags, target quart
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Payment History & Billing Pages
What this prompt is for
Customer-facing billing: invoice history, payment method management, and plan changes, driven by Stripe as the source of truth.
When to use it
After checkout works. This is the page that stops billing support emails, so build it before the first renewal, not after the first complaint.
# Context Build the customer billing area for an app that already has Stripe subscriptions. Users need to see what they paid, change their card, and change their plan without emailing support. Stripe is the source of truth; this page displays it. ## Core Features (Priority Order) 1. Invoice history list: date, amount, status, hosted invoice link 2. Current plan card with change-plan and cancel ac
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Lead Scoring System
What this prompt is for
Rules-based lead scoring you can explain to a sales team: transparent point rules, score history, and a ranked queue that updates as behavior happens.
When to use it
When inbound volume exceeds what one person can eyeball and 'reply to everyone' stops being a strategy. Rules first; models only after rules prove insufficient.
# Context Inbound leads arrive from forms and product signups. Build transparent lead scoring: named rules award points on attributes and behavior, every score is explainable, and sales works from a ranked queue instead of a chronological inbox. ## Core Features (Priority Order) 1. Rules table: condition, points, active toggle (e.g. company email +10, pricing page visit +15) 2. Score per lead com
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SaaS Teams & Permissions Manager
What this prompt is for
Team management for an existing multi-tenant app: role changes, removals, and transfers that hold up in the database, not just the UI.
When to use it
When the second admin arrives. Solo-owner workspaces do not need this yet, and building it early adds schema you will have to migrate.
# Context An app with workspaces and basic roles exists. Build the management layer: changing roles, removing members, and transferring ownership, with the rules enforced in the database and every change recorded. ## Core Features (Priority Order) 1. Member table: name, email, role, last active, joined date 2. Role changes via inline select, owner and admin only 3. Member removal with confirmatio
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Product-led Growth. Unlock to get product-channel fit guidance and distribution-ready features.
Customer Churn Predictor
What this prompt is for
Churn risk from signals you already store: a transparent risk score per account, the reasons beside it, and a weekly movers list.
When to use it
When you have at least a few months of usage history and enough customers that you cannot hold their health in your head. Before that, just call them.
# Context A SaaS stores logins, feature usage, billing events and support tickets. Build a churn-risk view: a 0-100 risk score per account from weighted named signals, always shown with its reasons, plus a weekly view of who moved. ## Core Features (Priority Order) 1. Signals config: recency of login, 30-day usage trend, failed payments, seat shrinkage, ticket sentiment flag 2. Risk score per acc
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Product Feature Toggle Manager
What this prompt is for
Feature flags with tier awareness: flags scoped by plan or percentage, evaluated server-side, with an audit trail of every change.
When to use it
The first time you want to ship something to 10% of users, or gate a feature by plan without a deploy. Before the second flag exists, hardcode it.
# Context Build a feature flag system for a multi-tenant SaaS: flags gate features by plan tier, percentage rollout, or explicit account list, evaluated server-side through one function, with an admin UI and a change log. ## Core Features (Priority Order) 1. Flags: key, description, on/off, targeting (all, plan tiers, percentage, account list) 2. One server-side evaluation function used by every
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Product-led Growth. Unlock to get product-channel fit guidance and distribution-ready features.
Promo Code & Discounts Manager
What this prompt is for
Promo codes with the abuse cases handled: creation, redemption, stacking rules, and expiry, enforced at payment time on the server.
When to use it
Before your first discount campaign. Hand-editing prices per customer does not scale past the first newsletter, and un-expiring codes circulate forever.
# Context An app with paid plans needs promo codes: created by an admin, redeemed at checkout, honest about expiry, and resistant to the usual abuse. Codes influence price only at the moment of payment, server-side. ## Core Features (Priority Order) 1. Admin creation: code, type (percent or fixed), applicable plans, max redemptions, expiry 2. Redemption field at checkout with instant server valid
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Email Marketing. Unlock to get product-channel fit guidance and distribution-ready features.
AI Product Recommendation Engine
What this prompt is for
Behavior-driven product recommendations with an honest fallback ladder: personal history, then similar users, then bestsellers, never an empty shelf.
When to use it
When a catalog is big enough that browsing fails, and you have at least some behavioral data. Under that, curated collections beat any algorithm.
# Context An app with a catalog and user behavior events (views, saves, purchases) needs recommendations: a personal shelf per user, similar-item rows on detail pages, and an explicit fallback ladder so no surface is ever empty. ## Core Features (Priority Order) 1. Event capture: view, save, purchase per user per item, timestamped 2. A 'For you' shelf: recency-weighted category and attribute affi
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Email Marketing. Unlock to get product-channel fit guidance and distribution-ready features.
SaaS User Onboarding Checklist
What this prompt is for
An onboarding checklist wired to live product events: steps complete themselves when the user does the thing, not when they click 'done'.
When to use it
Once you know the two or three actions that predict retention. Before that, ship without onboarding and watch what activated users actually did first.
# Context An app knows which three actions predict whether a new user sticks. Build an onboarding checklist that drives those actions, verifies them from live events, and gets out of the way when done. ## Core Features (Priority Order) 1. A checklist of 3 to 5 steps, each mapped to a verifiable product event 2. Auto-completion: doing the thing checks the step, wherever it was done 3. Progress per
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Product-led Growth. Unlock to get product-channel fit guidance and distribution-ready features.
SaaS Usage Limits & Quotas Manager
What this prompt is for
Plan-tier limits that are enforced where they must be and visible where they help: server-side gates with honest usage meters in the UI.
When to use it
Before checkout ships. Selling plans whose limits nothing enforces means every customer is on the top tier, and clawing that back later is a support disaster.
# Context An app has plan tiers with defined limits (per-month actions, storage, seats). Build the enforcement and the visibility: limits that hold on the server, and meters that tell users where they stand before they hit a wall. ## Core Features (Priority Order) 1. One plan-limits config object: every limit defined once, imported everywhere 2. Server-side enforcement at each metered action, fai
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Product-led Growth. Unlock to get product-channel fit guidance and distribution-ready features.
SaaS Trial Expiration Flow
What this prompt is for
A trial that actually ends: countdown, honest lockout, data retention, and the reactivation path, driven by dates on the server.
When to use it
The day trials launch. A trial without an enforced end is a free plan you did not mean to offer, and it is this site's most common revenue leak in generated SaaS.
# Context An app offers a 14-day trial of its paid features. Build the full lifecycle: visible countdown, expiry that actually restricts, retained data, and a clean path back. The trial end must hold even if the user never opens the app again. ## Core Features (Priority Order) 1. trial_ends_at set server-side at signup; all logic derives from it 2. A countdown surface: subtle until 3 days remain,
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Email Marketing. Unlock to get product-channel fit guidance and distribution-ready features.
SaaS In-App Announcement Banner
What this prompt is for
In-app announcements with targeting and dismissal that stick: plan- and behavior-scoped banners users see once, not forever.
When to use it
When product updates matter to some users and not others, and email is too slow or too blunt for 'this changed today'.
# Context Build in-app announcements for a SaaS: admins publish targeted messages (new feature, maintenance, plan changes) that render as non-blocking banners or cards, dismiss permanently per user, and expire on schedule. ## Core Features (Priority Order) 1. Admin composer: title, body, type (info, feature, warning), placement (banner or card) 2. Targeting: all users, plan tiers, or a behavior f
Channel-Optimized Pro Version
This prompt has a Pro version optimized for Product-led Growth. Unlock to get product-channel fit guidance and distribution-ready features.
SaaS Audit Log Viewer
What this prompt is for
An append-only audit log with a viewer that answers who did what when: filterable, exportable, and honest about being immutable.
When to use it
The first time a customer's security review asks for it, or earlier if you handle data whose access needs accounting. Retrofitting capture is expensive; capture early, view later.
# Context Build audit logging for a multi-tenant SaaS: security-relevant actions are captured append-only, and admins get a viewer that answers who did what, when, to what, with filters and export. ## Core Features (Priority Order) 1. Capture: actor, action, target type and id, timestamp, IP, and a compact context object 2. Coverage of the actions that matter first: auth events, role changes, dat
Channel-Optimized Pro Version
This prompt has a Pro version optimized for B2B Sales. Unlock to get product-channel fit guidance and distribution-ready features.
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Get the 101-Prompt BundleWhich growth channels these prompts serve
Every prompt in this category carries a distribution section naming the channel it is built for, so the generated app has a way of being found rather than only a feature set. Here is how this category's prompts distribute across channels, counting both primary and secondary coverage.
- Email Marketing (11 prompts)
- Build a reason for the product to send something a user actually wants to open, so the list becomes a retention channel rather than a broadcast list.
- Product-led Growth (10 prompts)
- Create a product experience where users reach a meaningful 'aha moment' before they ever have to sign up, pay, or talk to sales.
- B2B Sales / Outreach / LinkedIn (4 prompts)
- Get a product structure that can be explained in one message and clearly ties features to business outcomes decision-makers care about.
- Organic SEO / AI Search (2 prompts)
- Design your product so it naturally attracts traffic by creating pages that directly answer what users are already searching for and get picked up by Google and AI search engines.
- Organic Socials (2 prompts)
- Shape your product around outputs people actually want to share, not because you ask them to, but because it makes them look smart or helpful.
- Community-led Growth (2 prompts)
- Design your product so users benefit from contributing, sharing, or improving it together, causing value to compound over time.
Which SaaS prompt to use
If you are starting, SaaS MVP with User Auth is the entry point and the only prompt on the site whose Pro version is visible to everyone, so it doubles as a worked example of what the Pro layer adds.
If you are adding money, Subscription Checkout Flow and Payment History & Billing Pages are the pair, and Promo Code & Discounts Manager only after those two work. If you are adding teams, SaaS Teams & Permissions Manager and the Role-Based Access Control Rules Engine in Backend Logic belong together.
If the problem is retention rather than acquisition, SaaS User Onboarding Checklist, SaaS Trial Expiration Flow and Customer Churn Predictor address the three points where trials quietly stop converting.
Suggested build order
Access control first, then money, then the lifecycle. Every reordering of this list creates rework.
Auth and roles
Protected routes and role checks before any screen that depends on them.
Prompt: SaaS MVP with User Auth
Entitlement before billing
Decide what a plan grants before you charge for it, or the checkout sells something undefined.
Prompt: SaaS Usage Limits & Quotas Manager
Then checkout
With entitlement already defined, the checkout has something concrete to unlock.
Prompt: Subscription Checkout Flow
Close the lifecycle
Trials that never end are the most common revenue leak in a generated SaaS.
Prompt: SaaS Trial Expiration Flow
Where SaaS prompts usually go wrong
- Trusting the database to enforce the plan. Ask for entitlement checks in application code and be explicit that a stubbed permission function is not enforcement. This site's own database had exactly that bug: a plan check that always returned false.
- Building the pricing page before deciding what a plan grants. The page then describes tiers the app cannot distinguish between.
- Letting Lovable generate the payment integration unsupervised. Prompt for the flow and the states, then review the provider calls by hand. This is the one area where a plausible-looking generation is genuinely dangerous.
Frequently asked
Can Lovable build a production SaaS?↓
It can build the application layer, and it does that quickly. What it does not do unprompted is enforce entitlements, reconcile billing state with the payment provider, or handle trial expiry. Those are specified explicitly in these prompts because they are the parts that decide whether the app can charge money.
Is there a Lovable SaaS template I can just clone?↓
These are prompts rather than clonable templates, which matters more for SaaS than for a landing page. A template hard-codes a schema and a permission model you then have to unpick, while a prompt generates them to fit the roles and plans you actually have.
Where should Supabase come into it?↓
After the UI is walking and before billing. Every prompt in this category assumes Supabase for auth and data, and specifies row-level security rather than leaving access control to client-side checks.
Do I need teams and permissions on day one?↓
Only if your buyer is a team. If you are selling to individuals, SaaS Teams & Permissions Manager is the prompt to defer, because a permission model with one role per account adds schema you will have to migrate later.
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