Feature spec
Goal: Send a clear invoice after finishing a job.
- Add a client, line items, a due date, and payment instructions.
- Preview the total before exporting a PDF.
- Keep an editable draft if export fails.
App Overview
Plenty of Fish : Dating App
The best dating app to let you really be you and choose how you want to date online.
Free · In-app purchases
PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.3
1,809,507 ratings · Top 30%
Evidence scope: No current overall US chart position is available. Category-chart positions shown in discovery are a separate scope. Revenue is a directional model estimate, not verified earnings.
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Build Kit
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A product spec, screen plans, and build steps for your coding agent.
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Combine features and design from your favorite apps.
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What should your app do differently? Your note travels with the kit so your coding agent builds around your idea.
What's included17 files
A product spec, phased build plan, differentiation notes, and screen references.
- START_HERE
- AGENTS
- EVIDENCE
- SPEC
- BUILD_PLAN
- DIFFERENTIATION
- skills/
- screens/
Preview a sample Build Kit No email needed
Illustrative example: an invoice app for independent contractors. Your kit is tailored to the app you choose; this is not its generated content.
Screen plan
Invoice editor: Client at the top, editable line items in the middle, total and preview action at the bottom.
States: Empty draft, validation errors beside each field, exporting, and a retry action that preserves the draft.
Differentiate and validate
Hypothesis: Contractors need faster repeat invoices more than more templates.
First experiment: Test duplicating a previous job with five contractors. Watch where they hesitate before expanding the feature set.
The full kit adds a phased build plan, evidence notes, tool prompts, and implementation guidance. It is a plan for your coding agent, not a finished app.
Usage: Mechanics are fair game; never reuse the original name, branding, assets, or verbatim copy.
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Free quick prompt For a smaller starting point
Quick prompt
Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.
// RORK SYSTEM PROMPT
Rork plan preview for Plenty of Fish : Dating App: map the core Social Networking workflow, choose the smallest differentiated feature set, define the data and monetization boundaries, then prototype the riskiest user journey first.
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App evidence
Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.
Screenshots
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App Store description
The best dating app to let you really be you and choose how you want to date online. Forget the days of awkward online dating and become a POF member, where you can come exactly as you are. We’re here to help you create the same magic online that you would IRL. We know online dating isn’t one-size-fits-all, so we let you choose your own adventure and connect with other singles in a way that feels right for you. Whether you’re new to dating or just seeking a fresh start, we’ve got lots of options to make finding your person actually fun. What you can do on POF is what makes us different: - Selfie Verification so you can see who’s really behind the profile - Search for exactly what you want - Restrict your first message count so you don't get 1 and 2 word intros - Come as you are and find other real, down-to-earth people like you Just click that install button to get started! POF is part of the Match Group portfolio which also includes Tinder, Match.com, Hinge, OkCupid, Meetic, The League, BLK, Chispa, Upward, Stir and OurTime. All photos are of models and used for illustrative purposes only.
Written user reviews are not shown here. Check current App Store reviews >
Opportunities
AI-GENERATED OPPORTUNITY HYPOTHESES
These are generated suggestions, not verified review quotations. Check current App Store reviews and speak with users before treating a possible gap as a requirement.
Hypothesis 1
Implement advanced algorithms based on user interests and behaviors.
Assumption to check: Limited matching algorithms can lead to less relevant matches.
Validate with people who use this workflow before building.
Hypothesis 2
Create a more user-friendly premium experience with fewer ads.
Assumption to check: High volume of ads can disrupt user experience.
Validate with people who use this workflow before building.
Hypothesis 3
Optimize messaging with real-time capabilities and better server management.
Assumption to check: Messaging can be slow or buggy during high traffic.
Validate with people who use this workflow before building.
Hypothesis 4
Integrate a more thorough verification process for user authenticity.
Assumption to check: Profile verification can be lacking, leading to fake accounts.
Validate with people who use this workflow before building.
Build scope
Plan a focused first version with your coding agent. These are planning assumptions, not a delivery guarantee.
Define the first version
Choose one audience and one core workflow. Use the kit to agree on its screens, data, and acceptance criteria before building.
Set boundaries
Decide which secondary features, integrations, and platform support can wait. Your version does not need to reproduce everything in the original.
Check the hard parts
Validate external services, specialist technology, data access, and ongoing costs for your chosen scope.
SUGGESTED BUILD STACK
React Native
Expo
Socket.IO
Axios
AsyncStorage
Firebase
BUILD KIT DIFFICULTY
Expert
From the Build Kit assessment.
A reliable timeline needs an agreed scope and a technical check. Ask your agent to estimate the phases in BUILD_PLAN.md after that review.
