App Overview

Bumper: Vehicle History Report icon

Bumper: Vehicle History Report

Bumper, LLC · Shopping

Get the skinny on your next car with Bumper's VIN lookup or vehicle model search

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.3
1,235 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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Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.

// RORK SYSTEM PROMPT
Rork plan preview for Bumper: Vehicle History Report: map the core Shopping 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

Get the skinny on your next car with Bumper's VIN lookup or vehicle model search. Take advantage of all of Bumper's features, including: ACCIDENT AND SALVAGE RECORDS - If it seems too good to be true, it might be. Find out if the great deal you found is really a lemon in disguise. MARKET VALUES - We analyze millions of vehicle sales records to help make sure you're getting a good ride, not being taken for one. THEFT REPORTS - Not only can theft bring down a vehicle's value, purchasing stolen goods can also get you in hot water with the fuzz. WEB AND APP INTEGRATION - Bumper is more than an app. It's more than a website. It's an app AND a website. Get the same great report features whether you're at home or on the go. RECALLS - Unresolved factory recalls can put you and your family in danger. We'll try to help ensure there's nothing hiding beneath the surface. EQUIPMENT SPECIFICATIONS - Need a certain amount of cargo space? Is a sunroof on your bucket list? Dig into the nitty-gritty of a vehicle to make sure it meets your needs. OPTICAL CHARACTER RECOGNITION - Life moves fast, but cars move even faster. Instead of hurrying to jot down the vehicle plate number of a vehicle, use the app's OCR to initiate a search with your phone's camera. BUMPER REWARDS- Access thousands in vehicle-related savings. As a Bumper member, you can take advantage of benefits and perks that can help you save time and money throughout your car buying, owning, and selling journey. And so much more. Whether you're buying, selling or researching a car you already own, Bumper has something for you. The days of paying for individual vehicle reports are in the rearview mirror. The Bumper Difference At Bumper, we are on a mission to bring vehicle history reports and ownership up to speed with modern times. A vehicle is one of the most expensive purchases you'll likely make, and you deserve to have access to the same tools and information the pros use to make the right decisions. FAIR PRICING—If you’ve ever purchased a vehicle history report, you might have experienced sticker shock. According to J.D. Power, car buyers spend a minimum of three months researching vehicles before a purchase. At an average of $30 a report, you could spend upwards of hundreds of dollars simply researching. With Bumper, we offer reports at an affordable rate. With those extra savings, why not put it towards a down payment or even upgrades? ACCURATE DATA: Our vehicle records come from government agencies, insurance providers, car industry sources and more. From accidents and salvage records to vehicle specifications and market value, if a record exists, we'll do our best to find it so you have reliable, up-to-date information. AHEAD OF THE CURVE: Until now, running a vehicle history report was not easy. Introducing: Bumper. Go ahead, set up alerts, and be the first to know when something changes with a vehicle you're monitoring. Or check vehicle reports on mobile or desktop - it's the same great intuitive experience. View Terms of Use: https://www.bumper.com/terms/ View Privacy Policy: https://www.bumper.com/privacy-policy/

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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

Enhance data sources for more comprehensive reports

Assumption to check: Limited vehicle data available for some VINs

Validate with people who use this workflow before building.

Hypothesis 2

Offer introductory discounts or package deals

Assumption to check: High report prices may deter users

Validate with people who use this workflow before building.

Hypothesis 3

Simplify UI with more whitespace and clear navigation

Assumption to check: User interface may feel cluttered

Validate with people who use this workflow before building.

Hypothesis 4

Optimize backend processing and improve loading indicators

Assumption to check: Slow loading times for report generation

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.