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ChargeGuard

Your automated dispute resolution platform for food safety claims
r/personalfinance
Food Safety Dispute Resolution
SaaS Platform
Archived
about 1 month ago

Executive Summary

Vision Statement

To become the standard platform for food safety dispute resolution, empowering consumers while reducing fraudulent claims through verified documentation.

Problem Summary

Consumers face significant hurdles when disputing food safety issues through credit card companies. Banks often incorrectly claim Visa disputes don't cover food safety concerns, despite Visa's guidelines allowing disputes for "goods defective or not as described" (Visa Core Rules §11.3). This leaves consumers without recourse when restaurants and delivery platforms deny refunds for contaminated food.

Proposed Solution

A specialized SaaS platform that guides consumers through Visa's dispute process for food safety claims, automating evidence collection, providing policy-specific dispute templates, and tracking case progress through integration with credit card systems.

Market Analysis

Target Audience

Primary Users:

  • Food delivery app consumers (UberEats, DoorDash, etc.)
  • Dine-in customers experiencing food safety issues
  • Health-conscious consumers willing to dispute unsafe meals

Behavioral Traits:

  • Tech-savvy but unfamiliar with payment dispute processes
  • Frustrated by restaurant/delivery platform refund denials
  • Seek transparent resolution paths for food safety incidents

Niche Validation

The source Reddit post (20 upvotes, 15 comments) demonstrates genuine consumer frustration with food safety disputes. Visa's guidelines explicitly permit disputes when "the product or service's quality, function, or characteristics differ significantly from what was promised" (Visa Core Rules §11.3.2). Industry data shows food quality issues account for 37% of restaurant chargebacks (SuperOrder).

Google Trends Keywords

food safety chargebackVisa dispute food qualitycredit card food complaintrestaurant dispute solution

Market Size Estimation

sam

US food delivery users (111M) who pay via credit card (83%) and experience unresolved food safety issues (estimated 12M annually)

som

Initial target segment: 1.2M US consumers actively disputing food deliveries through Visa/Mastercard systems

tam

Global food delivery market ($1.2T by 2027) with 20-30% of users experiencing food safety issues (Statista)

Competitive Landscape

Existing Solutions:

  • Generic dispute platforms (e.g., Chargeback Gurus) lack food safety specialization
  • Bank dispute portals offer generic forms without food safety guidance
  • Restaurant apps provide limited refund options

Competitive Advantage:

  • Specialized Visa dispute templates for food safety cases
  • Automated evidence packaging (photos, receipts, timestamps)
  • Real-time integration with bank dispute portals

Product Requirements

User Stories

As a consumer, I need to photograph contaminated food with timestamp/geotag so I have verifiable evidence

As a disputer, I require automated Visa dispute form pre-filling based on evidence so I avoid bank rejections

As a premium user, I want real-time dispute status from my bank so I know when my refund processes

MVP Feature Set

Evidence Builder: Mobile photo capture with auto-timestamping

Policy-Matched Dispute Templates: Visa code 13.5 (Misrepresentation) generator

Case Tracker: Bank response monitoring dashboard

Restaurant Blacklist: User-reported safety violation database

Non-Functional Requirements

PCI-DSS Compliance: Secure handling of payment data

99.5% Uptime: Critical during dispute filing windows

<2s Form Load: Time-sensitive evidence submission

Key Performance Indicators

Dispute Success Rate: Target >65% for premium users

Evidence Submission Time: Target <3 minutes from incident

Bank Response Time: Average resolution timeline reduction

Data Visualizations

Visual Analysis Summary

Industry data reveals food quality issues dominate restaurant disputes, with Visa's compliance process (§11.3) providing legal pathways often overlooked by banks. The following visualization compares dispute eligibility across common scenarios.

Loading Chart...

Go-to-Market Strategy

Core Marketing Message

"Don't swallow unsafe food AND the cost. ChargeGuard ensures Visa disputes work for you when restaurants won't."

Initial Launch Channels

  1. Reddit communities: Targeted posts in r/personalfinance and r/foodsafety
  2. Food delivery partnerships: API integration with UberEats/DoorDash dispute flows
  3. Credit card forums: Sponsored content on credit card review sites

Strategic Metrics

Problem Urgency

High

Solution Complexity

Medium

Defensibility Moat

Data Network Effects:

  • Accumulated dispute success patterns create predictive analytics
  • Restaurant reputation database from verified claims

Regulatory Compliance:

  • Visa dispute rule expertise becomes barrier to entry
  • Automated compliance with Visa Core Rules §11.4.1
Source Post Metrics
Ups: 20
Num Comments: 15
Upvote Ratio: 0.73
Top Comment Score: 83

Business Strategy

Monetization Strategy

Freemium model:

  • Free tier: Basic dispute letter generation
  • Premium ($5/case): Automated evidence packaging, bank API integration, success rate analytics
  • Enterprise: Restaurant-side dispute prevention dashboards

Financial Projections

Confidence:
Medium
MRR Scenarios:

Conservative:

  • 1% conversion of SAM → 12,000 users
  • 30% premium conversion → $18,000 MRR

Optimistic:

  • 3% conversion → 36,000 users
  • 50% premium conversion → $90,000 MRR

Tech Stack

Backend:

Node.js with Express for handling Visa dispute API integrations and evidence processing pipelines

Database:

PostgreSQL for relational storage of dispute cases, evidence sets, and restaurant profiles

Frontend:

Next.js with React for SEO-optimized dispute workflows and responsive document upload interfaces

APIs/Services:

Critical integrations:

  • Visa Dispute API for real-time case tracking
  • Plaid for transaction verification
  • Cloudinary for image evidence processing
  • Twilio for SMS dispute updates

Risk Assessment

Identified Risks

Bank API Restrictions:

  • Wells Fargo and other banks may restrict third-party dispute integrations

Regulatory Changes:

  • Visa dispute rule modifications could invalidate templates

Mitigation Strategy

Mitigation Strategies:

  • Fallback to PDF dispute forms with automated mailing
  • Rule change monitoring system with template versioning

Tags

Food Safety Dispute Resolution
SaaS Platform