App Overview

rackline.ai - AI Deer Scoring icon

rackline.ai - AI Deer Scoring

Nathan Jewell · Sports

rackline.ai is the ultimate tool for deer hunters, outfitters, and land managers who want precise Boone & Crockett antler scores directly from their photos

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 3.8
75 ratings · Top 50%

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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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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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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Rork plan preview for rackline.ai - AI Deer Scoring: map the core Sports 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

rackline.ai is the ultimate tool for deer hunters, outfitters, and land managers who want precise Boone & Crockett antler scores directly from their photos. Powered by advanced AI and built by hunters, rackline.ai delivers detailed, consistent measurements accurate down to 1/16 of an inch. Key Features AI Scoring Upload trail cam or harvest photos and get instant, highly accurate Boone & Crockett estimates. Full Breakdown Get precise measurements for main beams, tines, circumferences, inside spread, and total gross score. Digital Badges Show off your bucks with official-style rackline.ai badges — ready to share with friends, social media, and clients. States on the Community Map are highlighted based on activity, filtered by the number of posts and the average score. By clicking on a state, users can drill down to view its counties, which are similarly highlighted according to the number of posts, average score, and time-based filters. Users can further click on any county to view the posts specific to that county. Outfitters Listings (Subscription Feature) With an Outfitters subscription, users can list themselves publicly as verified outfitters and promote their services within the app. Outfitters can: Create a professional outfitter profile Add business details including: State and county Contact phone number Starting price Hunt type(s) Images and additional details Appear in public outfitter listings visible to all users All users can browse outfitter listings and visit outfitter profiles. Users without an outfitter subscription will also have the option to upgrade and become listed as an outfitter. Why rackline.ai? Hunters argue. Tape measures stretch. rackline.ai ends the guessing game with consistent, data-driven scoring you can trust — whether you’re in the woods, at camp, or sharing online. Built for hunters, by hunters, rackline.ai brings precision, credibility, and bragging rights straight to your fingertips. Subscription Information •Basic Monthly Plan – $4.99/month for 10 credits •Basic Yearly Plan – $29.99/month for 10 credits every month for whole Year •Unlimited Monthly Plan – $9.99/month for Unlimited credits every month •Unlimited Yearly Plan – $49.99/month for Unlimited credits for whole Year Outfitters Subscription Plans •Outfitter Monthly – $49.99/month •Outfitter Yearly – $499.99/year • Subscriptions renew automatically unless canceled at least 24 hours before the end of the current period. • You can manage or cancel your subscription anytime in your App Store account settings. Privacy Policy: https://rackline.ai/privacy-policy Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/

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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 improved image processing algorithms and provide tips for better photo quality.

Assumption to check: Inconsistent scoring accuracy based on image quality

Validate with people who use this workflow before building.

Hypothesis 2

Add features like antler comparison or historical scoring trends.

Assumption to check: Limited analysis features compared to competitors

Validate with people who use this workflow before building.

Hypothesis 3

Enhance onboarding experience with guided tutorials and tooltips.

Assumption to check: User interface can be confusing for first-time users

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
Zustand
Supabase
React Navigation
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.