App Overview

Gluten Dude: GF Restaurants icon

Gluten Dude: GF Restaurants

Gluten Dude, LLC · Food & Drink

EATING OUT SHOULDN'T BE THIS HARD.

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.7
802 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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A product spec, screen plans, and build steps for your coding agent.

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What's included18 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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Quick prompt

> SELECT BUILD PLATFORM:

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

// RORK SYSTEM PROMPT
Rork plan preview for Gluten Dude: GF Restaurants: map the core Food & Drink 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

EATING OUT SHOULDN'T BE THIS HARD. If you have celiac disease or a gluten intolerance, you've probably done this before. You find a restaurant that looks promising. Then the work begins. You read reviews. You search Facebook groups. You look at crowdsourced apps. You study the menu. You call the restaurant. You hope the person on the phone actually understands what you're asking. Maybe you feel better. Maybe you don't. Either way, you're still left making one of the most important decisions of your day with incomplete information. That's the part I wanted to fix. EVERY RESTAURANT EARNS ITS PLACE. All restaurants start with someone in the gluten-free community who had a safe experience and told us about it. Then our team gets to work. First, we research the restaurant — looking into their gluten-free practices and reputation before we ever reach out. Then we vet it directly. We contact the restaurant and ask the questions that matter. How do they prevent cross-contact? Is there a dedicated fryer? Does the staff understand celiac disease? Then we write everything up in plain English, so you know what to expect before you ever walk through the door. Community starting points. Independent research. Complete transparency. WHY I BUILT GLUTEN DUDE. I've had celiac disease since 2007. Like you, I've spent way too much time trying to figure out where it was actually safe to eat. I've been glutened by restaurants that sounded confident. I've asked all the awkward questions. After years of doing the same research over and over, I had one thought: Why isn't someone doing this for us? So I built the app I wished I'd had. KNOW WHAT YOU'RE LOOKING AT. Every restaurant is clearly labeled, so there's never any guessing about what you're getting. • 100% Gluten-Free Dedicated gluten-free restaurants. • Dude Vetted Personally researched by our team, complete with detailed notes about cross-contact procedures, kitchen practices, dedicated fryers, and staff knowledge. • User Suggested Restaurants we've researched but couldn't fully verify directly, backed by positive experiences from our community. • Trusted Chains Chain restaurants our community consistently trusts. No mystery ratings. No hidden scoring. Just complete transparency. BUILT FOR LIFE WITH CELIAC. Gluten Dude is more than a gluten-free restaurant finder. It's a travel companion. • Trip Planner Find trusted restaurants along your exact driving route. • Airport Dining Browse gluten-free options in more than 100 airports, organized by terminal. • Destination Planning Know your safest dining options before you leave home. Because the best trips are the ones where you spend your time making memories, not searching for your next meal. NO PAY-TO-PLAY. Restaurants can't pay to be featured. No ads influencing what you see. Every restaurant is here because it earned its place. Because trust is everything. SAVE MONEY. Living gluten-free is expensive enough. Gluten Dude members get exclusive discounts on hundreds of gluten-free products to help make it a little easier. TRUSTED BY THOUSANDS. "Your approach is far superior to other apps in terms of safety. Your app is desperately needed." - Sandy "Nothing else I've seen has the breadth of up-to-date, peace-of-mind info on where to safely go." - GF Seeker "I feel much more confident using your app vs. any other. How diligent you are is what separates you from the rest." - Laura "I won't use any other app besides yours - because safety first!" - Kelly "Love the app when I was planning a road trip! So nice being able to see different routes with GF options!" - Kristen FROM SOMEONE WHO GETS IT... I know what it's like to stand outside a restaurant wondering if you're making the right decision. I know what it's like to be tired of second-guessing every meal. That's why Gluten Dude exists. Not to tell you where to eat. To help you feel confident about where you choose to eat.

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 database with user-generated content.

Assumption to check: Limited restaurant options in certain areas.

Validate with people who use this workflow before building.

Hypothesis 2

Implement a verification system for reviewers.

Assumption to check: Inconsistent review quality.

Validate with people who use this workflow before building.

Hypothesis 3

Add advanced filtering options for dietary needs.

Assumption to check: Difficult to find specific dietary options.

Validate with people who use this workflow before building.

Hypothesis 4

Optimize map rendering and data fetching.

Assumption to check: Slow loading times on the map view.

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
React Navigation
Axios
Expo Location
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.