DreamSeeds · App Research Report · 2026-03-16

VoiceGuard
AI Deepfake Call Shield

On-device AI that detects voice deepfakes during phone calls and verifies family members in real-time — privacy-first scam protection at $6.99 one-time.

Utilities $3.52B market One-Time Purchase + IAP scam call blocker
🟢
Research Verdict
GO
1 in 4 Americans affected by deepfake scam calls — first on-device detector with family voice biometric at $6.99.
7.7
out of 10
01 — Name Research

Candidate names

Recommended
VoiceGuard
net.voiceguard.app
.com ⚠️ Verify via registrar App Store: ⚠️ Verify
Name .com .io App Store Clear? Trademark Risk Score
VoiceGuard ⚠️ Verify ⚠️ Verify ⚠️ Verify Medium 7/10
CallVerify ⚠️ Likely Available ⚠️ Likely Available ✅ Clear Medium 6/10
VoiceShield ❌ Taken ⚠️ Unverified ✅ Clear Medium 5/10
DeepGuard ❌ Taken ❌ Taken ❌ Taken HIGH 2/10
ScamShield ❌ Taken ❌ Taken ❌ Taken HIGH 1/10
02 — Market

Market overview

TAM
$3.52B
Future Market Insights + DataIntelo, 2024–2025
Growth Rate
13–29%
Year over year
Target User
Security-conscious adults & families (1 in 4 Americans affected)

Voice deepfake scams hit 25% of Americans in the past year, with seniors losing $1,298 per incident on average. The spam call blocker market ($2.1B) and voice deepfake detection market ($1.42B) are converging into a $3.52B opportunity growing at 13–29% CAGR. Yet no consumer app combines real-time deepfake detection with family voice biometric verification on-device.

03 — Competition

Top 5 competitors

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

#1 Truecaller ⭐ 4.5 · 390M+
💰 Monetization
Freemium

Free (ad-supported) + Premium $29.90/yr ($2.49/mo). Gold tier $249/yr. 1M+ premium subscribers. Caller ID + spam detection + blocking.

📣 Marketing

Global consumer brand with massive Android install base. In-app advertising model (CPM, CPC). Network effect from user-contributed caller data.

😤 #1 Complaint

Effectiveness declining — no longer blocks spam calls reliably. Wrong caller information harms legitimate callers. Privacy concerns over full contact access requirement.

#2 Hiya ⭐ 4.2 · 400M+
💰 Monetization
Freemium

Free daily spam updates + unlimited lookups. Premium $2.99/mo or $14.99/yr. Recently launched Hiya AI Phone with deepfake voice detection capability.

📣 Marketing

Focus on AI voice fraud detection. Launched deepfake detector Chrome extension. Published State of the Call 2026 report for thought leadership.

😤 #1 Complaint

Deepfake detection accuracy varies with audio quality. Requires account creation. Occasional false positives. Chrome extension inconsistent across platforms.

#3 RoboKiller ⭐ 4.3 · 11M+
💰 Monetization
Subscription

7-day free trial → $39.99–$129.99/yr (pricing inconsistent after Bending Spoons acquisition). Routes spam to AI bot that wastes scammer time.

📣 Marketing

B2C mobile app with viral "bot wastes scammer time" pitch. Competitive comparisons vs. Hiya and Truecaller.

😤 #1 Complaint

SEVERE — Repeated billing/subscription price hikes ($40→$90/yr). Hidden charges. No refunds. App blocks ALL calls including contacts. Customer service impossible.

#4 T-Mobile Scam Shield ⭐ 4.7 · Carrier-bundled
💰 Monetization
Freemium

Free basic network-level spam tagging for T-Mobile customers. Premium $4/mo per line for reverse lookup, voicemail-to-text, personal blocking.

📣 Marketing

Carrier advantage — bundled with T-Mobile service. Pre-installed. Exclusive to T-Mobile customers.

😤 #1 Complaint

Free version blocks ~25% of scams. Paid version more effective but feels like forced upgrade. Only available to T-Mobile customers.

#5 CallApp ⭐ 4.3 · 390M+
💰 Monetization
Freemium

Free basic caller ID + spam detection + blocking. Ad-supported free tier. Premium features available (pricing not specified).

📣 Marketing

Massive Android presence (4.1M downloads/month). Newer to iOS (Aug 2025). Word-of-mouth and social proof driven.

😤 #1 Complaint

Limited iOS presence. Android-focused. Premium pricing unclear. Ad-heavy free tier.

The gap: No deepfake detection + family voice ID

Every competitor detects spam by number database or network signals — none analyzes voice audio in real-time for deepfakes. No app offers family voice biometric whitelisting. VoiceGuard combines both with on-device processing, creating a fundamentally different protection layer.

04 — ASO

Keyword strategy

🔴 High volume / High competition — use in description only
spam call blocker call blocker app scam call protection
🟡 Medium volume / Medium competition — title + subtitle targets
deepfake voice detection voice verification app AI voice scam blocker
🟢 Low competition / Niche — quick ranking wins
on-device voice analysis family voice biometric voice deepfake blocker
ElementRecommended CopyChar Count
App Store TitleVoiceGuard: AI Call Shield26/30
SubtitleDeepfake & Scam Detection26/30
Primary CategoryUtilities
05 — Scoring

Opportunity score

Market Size
8
Competition Level
7
Differentiation
8
Monetization Clarity
9
Tech Feasibility
7
ASO Opportunity
7
🟢 Overall: 7.7 / 10 — GO

VoiceGuard targets a large, fast-growing market ($3.52B, 13–29% CAGR) with a unique combination of on-device deepfake detection and family voice biometric verification. No competitor offers both. The $6.99 one-time model is accessible and proven in the security category. Technical feasibility is achievable with Apple ML Core and voice analysis frameworks. The biggest risk is ensuring deepfake detection accuracy meets user expectations.

Biggest RiskBiggest Opportunity
Deepfake detection accuracy in real-world call conditions is unproven — requires rigorous model training and testing before launch. First mover in on-device deepfake detection + family voice biometric before Hiya, Google, or carriers integrate similar features natively.
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.voiceguard.app

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

Monetization
One-Time Purchase + IAP

$6.99 one-time for deepfake detection + 3 family voice prints. $2.99/yr Family Plus IAP for unlimited family members and priority model updates.

IAP Product IDs — create in App Store Connect → In-App Purchases
  • net.voiceguard.app.family.plus
  • net.voiceguard.app.premium.annual
  • net.voiceguard.app.tip.small (Tip Jar $0.99)
  • net.voiceguard.app.tip.large (Tip Jar $4.99)
Tech Stack
  • iOS 17+, SwiftUI, Swift 6
  • @Observable for state
  • StoreKit 2 for IAP
  • Core ML (on-device voice analysis)
  • CallKit, Speech framework, Core ML, Local Authentication
Target User
Security-conscious adults & families

Adults concerned about voice deepfake scams, families wanting to verify callers are real family members, and seniors who are the most vulnerable to phone scams.

MVP Core Features

#FeatureWhy It MattersSession
1Real-Time Deepfake DetectionCore differentiator — analyzes call audio on-device to flag AI-generated voices during live callsS2
2Family Voice Print EnrollmentRegister family members' voices so the app can verify "this IS your mom" during incoming callsS5
3Scam Call BlockingTable-stakes feature — blocks known scam numbers using CallKit directory extensionS5
4Privacy DashboardShows that zero audio data leaves device — builds trust vs. cloud-dependent competitorsS6
5Threat Report & AlertsWeekly summary of blocked calls, deepfake attempts detected, and family verification eventsS7

9-Session Build Plan

S1
Scaffold + Auth
S2
Core ML deepfake detection engine + CallKit integration
S3
StoreKit 2 / IAP
S4
Onboarding flow
S5
Family voice biometric enrollment + scam call blocking
S6
Privacy dashboard + real-time call analysis UI
S7
Threat reports + weekly digest notifications
S8
Settings + account management
S9
Push notifications + TestFlight upload
DreamSeeds · App Research · 2026-03-16
VoiceGuard Score: 7.7/10 GO