ReceiptFox

Snap receipt photos to auto-log expenses—no typing required for busy solos

Score: 7.8/10UKMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Solo founders waste hours weekly on manual bookkeeping and expense tracking, struggling to reconcile bank statements without affordable software.

Solution

Use your phone to photograph receipts; OCR extracts data, AI categorizes and adds to your ledger instantly. Reconcile with bank uploads and get visual expense tracking. Perfect for on-the-go founders ditching manual entry.

Target Audience

Solo founders running single-person startups or businesses

Differentiator

Mobile-first OCR + AI for receipts, optimized for solo founder categories like SaaS subs and travel

Brand Voice

supportive

Features

Receipt Photo Capture

must-have12h

Mobile-optimized camera upload with OCR extraction

AI Expense Categorization

must-have10h

Auto-categorize from receipt text using OpenAI

Expense Ledger

must-have8h

Central log with search and filters

Bank Reconciliation

must-have10h

Link receipts to bank CSV uploads

Expense Dashboard

must-have10h

Charts for spending by category/vendor

Vendor Tracking

nice-to-have6h

Auto-group by vendor

Receipt Storage

nice-to-have5h

Cloud storage with search

Share Reports

nice-to-have4h

Export shareable links

Total Build Time: 65 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
phone_verifiedboolNo
created_attimestampNo

Relationships:

  • one-to-many with expenses

expenses

ColumnTypeNullable
iduuidNo
user_iduuidNo
amountintNo
vendortextYes
categorytextYes
datetimestampNo
receipt_urltextYes

Relationships:

  • foreign key to users(id)

categories

ColumnTypeNullable
iduuidNo
user_iduuidNo
nametextNo

Relationships:

  • foreign key to users(id)

bank_imports

ColumnTypeNullable
iduuidNo
user_iduuidNo
csv_datatextNo

Relationships:

  • foreign key to users(id), many-to-many with expenses

API Endpoints

POST
/api/receipt-upload

OCR process photo and categorize

🔒 Auth Required
GET
/api/expenses

List user expenses

🔒 Auth Required
POST
/api/expenses/:id/match-bank

Link to bank transaction

🔒 Auth Required
GET
/api/dashboard-data

Aggregated charts

🔒 Auth Required
POST
/api/categories

Upsert custom category

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui + Next/Image for OCR preview
Backend
Next.js API + Tesseract.js + OpenAI
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
Supabase Storage

Build Timeline

Week 1: Auth & mobile basics

18h
  • Auth
  • Photo upload UI

Week 2: OCR integration

22h
  • Receipt processing
  • Expense storage

Week 3: AI & ledger

20h
  • Categorization
  • Ledger view

Week 4: Reconciliation

18h
  • Bank match flow
  • Dashboard

Week 5: Payments & polish

15h
  • Stripe
  • Charts

Week 6: Test & deploy

12h
  • Mobile responsive
  • Launch

Week 7: Nice-to-haves

10h
  • Vendor tracking
Total Timeline: 7 weeks • 115 hours

Pricing Tiers

Free

$0/mo

No reconciliation

  • 10 receipts/mo
  • Basic OCR

Pro

$10/mo
  • Unlimited receipts
  • AI categories
  • Dashboard
  • Reconciliation

Power

$18/mo
  • All Pro + Unlimited storage
  • Vendor reports
  • API access

Revenue Projections

MonthUsersConversionMRRARR
Month 11203%$36$432
Month 69006%$540$6,480

Unit Economics

$3.5
CAC
$140
LTV
4%
Churn
88%
Margin
LTV:CAC Ratio: 40.0xExcellent!

Landing Page Copy

Snap, Categorize, Done—Expense Tracking for Solos

Turn receipt photos into organized books with OCR + AI. Reconcile effortlessly.

Feature Highlights

Instant OCR magic
AI smart categories
Visual dashboards
Bank reconciliation

Social Proof (Placeholders)

"'Game-changer for travel expenses!' - Mike, Nomad Founder"
"'No more lost receipts.' - Lisa, Solo Biz"

First Three Customers

Share MVP video on r/Entrepreneur and r/smallbusiness, target solo founders via Twitter search for 'receipt tracking pain', free Pro for video testimonials.

Launch Channels

Product Huntr/smallbusinessTwitter #solofounderBetaList

SEO Keywords

receipt scanner app solo founderOCR expense tracker cheapphoto to bookkeeping startupauto categorize receipts AI

Competitive Analysis

Expensify

expensify.com
$5/user + fees
Strength

Receipt scan

Weakness

Enterprise focus, per-receipt fees

Our Advantage

Unlimited flat $10, solo-optimized

Shoeboxed

shoeboxed.com
$15/mo
Strength

OCR accuracy

Weakness

Mail-in heavy, not digital-first

Our Advantage

Pure mobile snap + AI ledger

🏰 Moat Strategy

User-generated receipt data improves OCR/AI over time exclusively for solos

⏰ Why Now?

Smartphone cameras + AI OCR costs plummeted, aligning with remote solo boom

Risks & Mitigation

technicalmedium severity

OCR errors on blurry photos

Mitigation

Quality checks + manual edit

executionlow severity

Mobile PWA adoption slow

Mitigation

Responsive web first

Validation Roadmap

pre-build5 days

Landing page + waitlist

Success: 100 signups

mvp21 days

Closed beta 20 users

Success: 70% weekly active

Pivot Options

  • Team expense approval
  • Inventory tracking via photos
  • Freelancer mileage logger

Quick Stats

Build Time
115h
Target MRR (6 mo)
$800
Market Size
$400.0M
Features
8
Database Tables
4
API Endpoints
5