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
Geeps: AI Chat BYOK
Why Geeps
Free · In-app purchases
PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 5.0
1 ratings · Top 5%
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.
Build your own version
Build Kit
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A product spec, screen plans, and build steps for your coding agent.
First kit free with a verified email
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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 Geeps: AI Chat BYOK: map the core Developer Tools 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
Why Geeps - Lightweight, native AI chat with agentic tools for iPhone, iPad and Mac - Search the web, read pages, and connect external services through MCP to complete multi-step tasks - One app for OpenAI, Anthropic, Google, OpenRouter, and compatible APIs - Bring your own API keys (BYOK) and pay providers directly for API usage - Keep chats and saved color themes synced across devices with iCloud What you can do - Chat with models available through your providers - Connect compatible remote MCP servers to use external tools in chats, with token or OAuth sign-in - Search with Exa, Kagi, Brave, TinyFish, or supported provider search, and read public web pages - Generate and edit images with supported OpenAI and OpenRouter models, using up to six reference images where supported - Generate images inline in supported conversations - Read LaTeX math, code, and Markdown images in messages - Edit and resend your latest message while keeping its saved attachments - Pin chats, sort and filter conversations, and save favorite OpenRouter models - Share URLs, text, images, and supported files directly into new chats from the share sheet - Attach PDFs, documents, and photos to chat context - Save and reuse prompts with Prompt Library - Add custom OpenAI-compatible providers and connect to local models - Tune thinking level, temperature, token limits, and other supported parameters - Save light and dark color themes, choose chat, heading, and code fonts, and customize provider icons and chat width - Continue supported work in the background and follow progress with Live Activities, subject to iOS availability and limits - Export conversations to Markdown Geeps Plus Some tools and features require a one-time Geeps Plus upgrade. Geeps Plus is not a subscription. Getting started Requires iOS 26 or iPadOS 26 or later. An API key is required to chat. A quick setup guide is available at geeps.app. API keys and MCP credentials are configured separately on each device. Privacy Geeps does not route chats through developer-operated servers. Chats stay on your devices and can sync through your private iCloud account. Requests go directly to the providers and tool services you configure.
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 tagging and categorization features.
Assumption to check: Limited organization of snippets
Validate with people who use this workflow before building.
Hypothesis 2
Add sharing options for snippets among users.
Assumption to check: Lack of collaboration features
Validate with people who use this workflow before building.
Hypothesis 3
Introduce a dark mode for better user experience.
Assumption to check: No dark mode
Validate with people who use this workflow before building.
Hypothesis 4
Enhance search capabilities with filters and sorting options.
Assumption to check: Limited search functionality
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
SQLite
React Navigation
Axios
BUILD KIT DIFFICULTY
Intermediate
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.
