App Overview

Lens AI & Reverse Image Search icon

Lens AI & Reverse Image Search

HEYOS · Reference

Reverse Image Search App : AI Visual Search & Finder

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.0
756 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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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/
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Illustrative example: an invoice app for independent contractors. Your kit is tailored to the app you choose; this is not its generated content.

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.

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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> SELECT BUILD PLATFORM:

Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.

// RORK SYSTEM PROMPT
Rork plan preview for Lens AI & Reverse Image Search: 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

Reverse Image Search App : AI Visual Search & Finder Reverse Image Search lets you search using a photo instead of words. Upload any picture or paste one from your gallery, and run a quick reverse image search to find matching images, visually similar results, and detailed context about the photo in seconds. It’s the simplest way to do image search when you only have a picture. You can also learn what’s inside the image. The app detects objects like products, animals, plants, places, faces, and logos, so your image search gives meaning, not just matches. If the photo contains text, you can translate text from photos with built-in OCR and instantly copy or understand what it says. Key Features -Reverse image search from Camera, Gallery, Files, or Clipboard -AI Visual Finder to recognize objects, products, plants, animals, places, and more -Translate text from photos with built-in OCR for quick, accurate extraction -High-resolution finder to locate clearer or original versions -Search history to revisit past reverse image search results anytime -Save & download results to your device with one tap -Fast, lightweight experience designed for quick searches -Privacy controls — clear your image search history whenever you want Use cases -Verify social media photos, memes, and news screenshots with reverse image search -Check dating profile pictures to avoid catfishing using image search -Find the name of a plant, pet, or landmark by running reverse image search -Shop smarter: do an image search on a product photo to compare prices -Locate wallpapers or high-res versions with reverse image search -Discover similar styles, outfits, or home décor through image search -Track down reused or stolen content with reverse image search Payment & Subscription Terms: Choose between the following subscription options for unlimited access to all features: • Weekly Subscription • Yearly Subscription Auto-Renewal: Subscriptions automatically renew unless auto-renew is turned off at least 24 hours before the end of the current period. Manage Subscriptions: You can manage your subscriptions and disable auto-renewal in your Account Settings after purchase. Payment: Payment is charged to your iTunes Account upon confirmation of purchase. Renewal Charges: Your account will be charged for renewal 24 hours before the end of the current period, based on the selected plan. Privacy Policy: https://heyos.co/privacy Terms of Use: https://heyos.co/terms-of-use

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

Offer advanced image editing features before searching.

Assumption to check: Limited image processing options compared to desktop tools

Validate with people who use this workflow before building.

Hypothesis 2

Improve AI algorithms for better image recognition.

Assumption to check: Inconsistent search accuracy

Validate with people who use this workflow before building.

Hypothesis 3

Add social sharing and community features.

Assumption to check: Lack of user engagement features

Validate with people who use this workflow before building.

Hypothesis 4

Provide clearer descriptions of premium features and benefits.

Assumption to check: Confusing subscription offerings

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.

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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.