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
Lens AI: Identify Anything
LENS AI – AI Scanner & Identifier - IDENTIFY EVERYTHING!
Free · In-app purchases
PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.5
4,514 ratings · Top 15%
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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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 Lens AI: Identify Anything: map the core Reference 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
LENS AI – AI Scanner & Identifier - IDENTIFY EVERYTHING! Identify anything fast with AI! Scan and recognize Dog Breeds, Cats, Coins, Stones, Rocks, Plants, and Flowers with LENS AI. AI Scanner for Everything! Try LENS AI to quickly scan and identify objects around you. Just take a picture or show it to your camera, and let Lens AI do it for you. Animal & Pet Identifier Identify animals, pets like cats, dogs, dog breeds. If it’s a dog, cat, or any other pet, LENS AI helps you recognize breeds accurately. Want to learn more about your pets breed, history, or characteristics? LENS AI gives you fast details. Scan animals or unknown pets and get valuable insights with Lens AI Scanner & Identifier. Dog & Cat Breed Identifier Not sure what breed your pet is? LENS AI identify your Dog or Cat breeds accurately. Discover facts about your pet’s breed and characteristics with Lens AI. Great for pet lovers identify and learn about different dog and cat breeds. LENS AI helps shelters, pet owners, and animal lovers quickly recognize and understand different pet breeds. Coin & Stone Scanner Find out the history and value of coins. Scan stones and rocks to discover their type. Easy Scan & identify rare and valuable coins with Lens AI recognition. Explore different types of stones and rocks with fast AI scan. Plant & Flower Identifier Identify plants and flowers. Get fast details with Lens AI recognition. Learn plant names, care advice, and growing conditions with a simple scan and identification. Perfect for nature lovers, scan flowers and plants wherever you are! Fast & High Accuracy AI Recognition LENS AI provides real time results with its AI Scan & Identify tech. As easy as scan and get precise identification in seconds, get results. A powerful AI app for researchers, students, nature lovers, pet lovers, and everyday users who want to learn more and curious about. How It Works: 1. Open LENS AI and point your camera or just take a simple image. 2. Scan any object – Dog, Cat, Coin, Stone, Rock, Plant, or Flower. 3. Get fast and easy AI Lens Scan identification. Download LENS AI Now! Use the best AI scanner & Identifier for fast and high accuracy identification. We love your feedback! Send questions or suggestions to [email protected] Terms of Use: https://www.xlabs.com.tr/terms Privacy Policy: https://www.xlabs.com.tr/privacy Refund Policy: https://www.xlabs.com.tr/refund
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
Enhance AI model for better identification results.
Assumption to check: Limited identification accuracy with certain objects
Validate with people who use this workflow before building.
Hypothesis 2
Optimize image processing algorithms for faster results.
Assumption to check: Slow loading times for image processing
Validate with people who use this workflow before building.
Hypothesis 3
Add features for categorizing or tagging identified items.
Assumption to check: Limited history management features
Validate with people who use this workflow before building.
Hypothesis 4
Provide clearer explanations of premium features and benefits.
Assumption to check: In-app purchase confusion
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
Supabase
Zustand
react-navigation
expo-camera
BUILD KIT DIFFICULTY
Advanced
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.
