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ChargeGuard

Streamlining food safety disputes through automated chargeback guidance
r/personalfinance
Consumer Food Safety Disputes
SaaS Platform
Draft
about 1 month ago

Executive Summary

Vision Statement

To become the definitive platform for consumer protection in food delivery transactions, reducing dispute resolution time from weeks to days while increasing success rates.

Problem Summary

Consumers face significant hurdles when disputing food safety issues through credit card chargebacks. Banks often provide inconsistent information about dispute eligibility, and platforms like UberEats frequently deny valid refund requests even with evidence of contamination. The current process lacks transparency and standardized guidance.

Proposed Solution

A specialized SaaS platform that guides consumers through Visa/Mastercard dispute processes for food safety incidents, providing automated documentation assembly, bank-specific filing procedures, and real-time case tracking. The system leverages Visa's dispute codes like 13.5 (Misrepresentation) for food quality issues.

Market Analysis

Target Audience

Food delivery consumers who've experienced safety/quality issues:

  • Tech-savvy urban professionals aged 25-45
  • Frequent users of DoorDash/UberEats/Grubhub
  • Willing to escalate issues beyond platform support
  • Typically dispute charges between $15-$50

Niche Validation

The source Reddit post (13 upvotes, 14 comments) demonstrates genuine frustration with current dispute processes. Visa's guidelines explicitly allow disputes for "goods defective or not as described" (Code 13.5), contradicting Wells Fargo's claims. Food safety chargebacks are recognized scenarios in payment ecosystems[4].

Google Trends Keywords

food delivery chargebackdispute contaminated foodVisa dispute food safetycredit card food refund

Market Size Estimation

sam

US food delivery users experiencing safety issues (~18M annually)

som

Digitally-engaged consumers willing to use dispute tools (~2.5M early adopters)

tam

Global food delivery market ($1.2T by 2027) with 15-20% dispute attempt rate

Competitive Landscape

No specialized tools exist for consumer-side food disputes. General chargeback services (ChargebackGurus) focus on merchants, while platforms like DoNotPay offer generic dispute templates without food safety specialization.

Product Requirements

User Stories

As a consumer, I need automated dispute letter generation so I don't miss required Visa documentation fields[3]

As a user, I require bank-specific filing instructions so I can bypass misinformed CSR denials

As a claimant, I want evidence organization tools to timestamp/document food contamination efficiently

MVP Feature Set

Dispute eligibility checker (Visa code 13.5 generator)

Automated evidence packaging (PDF generator with timestamps/location)

Bank-specific filing portal directory

Case tracking dashboard with status alerts

Non-Functional Requirements

SOC 2 compliance for financial data handling

99.9% uptime during banking hours

Mobile-optimized evidence upload workflow

Key Performance Indicators

Dispute success rate (target >65%)

Average resolution time reduction (vs manual filing)

User satisfaction (NPS >45)

Go-to-Market Strategy

Core Marketing Message

Stop begging restaurants for refunds. Automatically file winning chargebacks for contaminated food with evidence-backed Visa dispute codes.

Initial Launch Channels

  1. Targeted communities: r/fooddelivery, r/personalfinance
  2. SEO content around "how to dispute food delivery charges"
  3. Partnerships with food safety advocacy groups

Strategic Metrics

Problem Urgency

High

Solution Complexity

Medium

Defensibility Moat

Proprietary bank-specific dispute rule database + integration with Visa's Dispute Monitoring Program APIs[1] creates high switching costs

Source Post Metrics
Ups: 13
Num Comments: 14
Upvote Ratio: 0.7
Top Comment Score: 60

Business Strategy

Monetization Strategy

Freemium model:

  • Free: Dispute guidance & document templates
  • Premium ($4.99/case): Automated filing, bank-specific procedures, expert review
  • Enterprise: Restaurant group subscriptions for dispute prevention analytics

Financial Projections

Confidence:
Medium
MRR Scenarios:

Year 1: $25k MRR (5k free users converting at 0.5% to premium) Year 2: $120k MRR (partnerships with consumer advocacy groups) Year 3: $400k MRR (enterprise SaaS for restaurant chains)

Tech Stack

Backend:

Node.js with Express for API integration with Visa's dispute systems and payment processors

Database:

PostgreSQL for relational storage of dispute cases, bank rules, and user evidence

Frontend:

Next.js with TypeScript for SEO-optimized content and responsive dispute workflows

APIs/Services:

Plaid for transaction verification, Visa Dispute API[2], AWS Rekognition for evidence analysis (image/video)

Risk Assessment

Identified Risks

  1. Banks restricting API access
  2. Food platforms blocking automated dispute filings
  3. Regulatory changes to Visa dispute rules

Mitigation Strategy

  1. Maintain manual filing fallback options
  2. Develop direct merchant resolution pathways
  3. Establish Visa partnership program for early rule change alerts

Tags

Consumer Food Safety Disputes
SaaS Platform