DreamSeeds · App Research Report · 2026-03-15

SubPurge
Slash Your Subscriptions

AI-powered subscription analyzer that tracks your recurring payments, scores each by usage value, and recommends exactly what to cancel — one-time purchase, no bank linking required.

Finance $6.5B market One-Time Purchase subscription tracker
🟡
Research Verdict
PAUSE
Rocket Money's 23M users and $1.275B acquisition make this a David vs Goliath fight — the one-time purchase + no-bank-linking angle is valid but narrow.
5.8
out of 10
01 — Name Research

Candidate names

Recommended
SubPurge
net.subpurge.app
⚠️ Likely available (verify) App Store: Clear
Name .com .io App Store Clear? Trademark Risk Score
SubPurge ⚠️ Likely available (verify) ⚠️ Likely available (verify) ✅ Clear Low 8/10
TrimSubs ⚠️ Likely available (verify) ⚠️ Likely available (verify) ✅ Clear Low 7/10
PurgePay ⚠️ Likely available (verify) ⚠️ Likely available (verify) ✅ Clear Low 6/10
SubTrack ❌ Taken ❌ Taken ❌ Taken HIGH 1/10
SubWise ❌ Taken ❌ Taken ❌ Taken HIGH 1/10
02 — Market

Market overview

TAM
$6.5B
Verified Market Research, 2024
Growth Rate
15% YoY
Year over year
Target User
Subscription-fatigued consumers spending $118+/mo on 8+ subscriptions

The average consumer now holds 8.2 subscriptions and spends $118/month, with 41% reporting subscription fatigue. The subscription management software market reached $6.5B in 2024. Rocket Money (formerly Truebill) was acquired for $1.275B and has 23M users, proving massive demand. However, most solutions either charge their own subscription (ironic) or require bank account linking, creating privacy concerns. Apple now shows subscription management in Settings, raising the floor for basic tracking.

03 — Competition

Top 5 competitors

Monetization model, marketing strategy, and the #1 complaint from users for each.

#1 Rocket Money ⭐ 4.5 · 23M+ users
💰 Monetization
Subscription

Free basic plan, $3-12/mo premium (sliding scale, suggested $10). 35-60% success fee on bill negotiations. Acquired by Rocket Companies for $1.275B.

📣 Marketing

Massive paid social and YouTube ads, podcast sponsorships, influencer marketing. Brand awareness from Truebill era.

😤 #1 Complaint

Surprise charges and opaque pricing. Bill negotiations made unauthorized changes to accounts. Difficulty canceling Rocket Money itself. Requires full bank account linking.

#2 Orbit ⭐ 4.8 · 50K+
💰 Monetization
One-Time Purchase

Free basic, $9.99 one-time for Orbit Plus. Lifetime membership available. Featured 3x by Apple.

📣 Marketing

Apple App Store features ("Our Favourites"), organic word-of-mouth, beautiful design-focused positioning.

😤 #1 Complaint

Limited to manual entry only — no automatic subscription detection. Small feature set compared to Rocket Money.

#3 Bobby ⭐ 4.6 · 100K+
💰 Monetization
One-Time Purchase

Free basic, $2.99 one-time IAP for unlimited tracking. No bank linking, fully manual entry.

📣 Marketing

MacStories and tech blog coverage, indie developer appeal, privacy-first positioning. Long-running since 2016.

😤 #1 Complaint

No AI analysis, no cancellation recommendations. Very basic — just tracks what you manually enter. No automation whatsoever.

#4 Pine AI ⭐ 4.3 · 30K+
💰 Monetization
Pay-per-task

Flat $2-10 per task (cancellation, negotiation, complaint). Refund if task fails. No subscription.

📣 Marketing

Product Hunt launch, AI agent hype, unique "AI makes the phone call for you" positioning.

😤 #1 Complaint

Requires giving AI access to account credentials. Trust concerns about automated actions on your accounts. Limited to supported services.

#5 SubPilot ⭐ 4.2 · 20K+
💰 Monetization
Freemium

Free basic tracking, premium features behind IAP. Focused on cancel-subscription workflows.

📣 Marketing

App Store optimization, keyword targeting for "cancel subscriptions" searches.

😤 #1 Complaint

Doesn't actually cancel — just shows you how. Limited AI analysis. Generic subscription management without smart recommendations.

The gap: No AI usage-scoring without bank linking

Rocket Money requires full bank access. Bobby and Orbit are manual-only with zero intelligence. Pine AI focuses on making calls, not analyzing value. No app uses on-device AI to score subscription value based on self-reported usage patterns and recommend specific cuts — all without touching your bank account.

04 — ASO

Keyword strategy

🔴 High volume / High competition — use in description only
subscription tracker cancel subscriptions manage subscriptions
🟡 Medium volume / Medium competition — title + subtitle targets
subscription manager subscription cancel app track recurring payments
🟢 Low competition / Niche — quick ranking wins
subscription coach subscription analyzer AI cancel subscriptions
ElementRecommended CopyChar Count
App Store TitleSubPurge - Cancel Smarter27/30
SubtitleAI Subscription Analyzer25/30
Primary CategoryFinance
05 — Scoring

Opportunity score

Market Size
7
Competition Level
3
Differentiation
6
Monetization Clarity
7
Tech Feasibility
8
ASO Opportunity
4
🟡 Overall: 5.8 / 10 — PAUSE

The subscription fatigue market is proven — 41% of consumers report fatigue and the average person wastes $127/yr on unused subscriptions. But Rocket Money owns this space with 23M users and a $1.275B acquisition. The one-time purchase + no-bank-linking angle differentiates, but Bobby and Orbit already offer one-time pricing (just without AI). The AI usage-scoring feature is genuinely novel but may not be enough to overcome Rocket Money's brand and distribution advantage. Consider building as a feature within a broader personal finance tool rather than standalone.

Biggest RiskBiggest Opportunity
Rocket Money has 23M users, $1.275B acquisition value, and massive marketing budget. Apple's built-in subscription management reduces need for standalone trackers. "Never pay a subscription to manage subscriptions" pitch resonates with the 41% who experience subscription fatigue. On-device AI scoring without bank access is genuinely novel.
06 — Spec

MVP app spec

Register these in App Store Connect before opening Xcode.

Bundle ID and IAP product IDs must be created in App Store Connect first. Mismatches are the #1 cause of upload failures.

Bundle ID — register this first
net.subpurge.app

Register in Apple Developer Portal → Certificates, IDs & Profiles → Identifiers

Monetization
One-Time Purchase

$4.99 one-time unlock (SubPurge Pro). Free tier tracks up to 5 subscriptions. Pro unlocks unlimited + AI recommendations.

IAP Product IDs — create in App Store Connect → In-App Purchases
  • net.subpurge.app.pro (Non-consumable — $4.99, full unlock)
  • net.subpurge.app.tip.small (Consumable — $0.99, small tip)
  • net.subpurge.app.tip.medium (Consumable — $2.99, medium tip)
  • net.subpurge.app.tip.large (Consumable — $4.99, large tip)
Tech Stack
  • iOS 17+, SwiftUI, Swift 6
  • @Observable for state
  • StoreKit 2 for IAP
  • None — fully on-device
  • Foundation Models (on-device AI), StoreKit 2, WidgetKit, Charts framework
Target User
Subscription-fatigued consumers

People with 5+ subscriptions who know they're overpaying but don't know which to cut. Privacy-conscious users who refuse to link bank accounts to Rocket Money.

MVP Core Features

#FeatureWhy It MattersSession
1Manual Subscription Entry with Smart SuggestionsCore tracking — must be frictionless to add subsS2
2AI Usage Score & Cancel RecommendationsKey differentiator — AI analyzes self-reported usage to score valueS2
3Monthly/Yearly Spending DashboardVisual spending overview drives emotional impact and actionS5
4Renewal Reminders & WidgetsPrevents surprise charges — #1 user pain pointS6
5Cancel Guide with Direct LinksReduces friction to actually cancel — show exact steps per serviceS7

9-Session Build Plan

S1
Scaffold + Auth
S2
Core subscription tracking + AI usage scoring engine
S3
StoreKit 2 / IAP
S4
Onboarding flow
S5
Spending dashboard with charts, trends, and category breakdown
S6
Renewal reminders, widgets, and notification system
S7
Cancel guides with direct links and step-by-step instructions
S8
Settings + account management
S9
Push notifications + TestFlight upload
DreamSeeds · App Research · 2026-03-15
SubPurge Score: 5.8/10 PAUSE