DreamSeeds · App Research Report · 2026-04-01

VoiceProof
Know It's Really Them

On-device AI that creates family voice prints and detects deepfake voice scams in real-time during phone calls — no cloud, no subscription.

Utilities $550M+ market One-Time $6.99 deepfake voice detection
🟡
Research Verdict
PAUSE
Massive market demand but real-time call audio analysis is technically challenging — CallKit limitations may bottleneck the core feature.
7.0
out of 10
01 — Name Research

Candidate names

Recommended
VoiceProof
app.voiceproof.voiceproof
.app Available — $15/yr App Store: Clear
Name .com .io App Store Clear? Trademark Risk Score
VoiceProof ✅ Free ❌ Taken ✅ Clear Low 8/10
FamVoice ❌ Taken ✅ Free ⚠️ Similar Medium 6/10
TrueVoice ✅ Free ✅ Free ✅ Clear Low 7/10
CallShield ❌ Taken ❌ Taken ❌ Taken Medium 4/10
DeepGuard ✅ Free ✅ Free ✅ Clear Low 7/10
02 — Market

Market overview

TAM
$550M
Market.us 2025
Growth Rate
41% CAGR
Year over year
Target User
Families protecting each other from deepfake voice scams

1 in 4 Americans has received a deepfake voice call in the past year, with losses projected to reach $40B globally by 2027. The deepfake detection market is growing at 37-47% CAGR, from $230-600M in 2025 to $15.1B by 2035. Existing solutions (Hiya, Truecaller, RoboKiller) are all subscription-based and cloud-dependent. No consumer app creates local family voice prints for real-time verification. The FTC's recommendation is literally 'use a family safe word' — a 1990s solution to a 2026 crisis.

03 — Competition

Top 5 competitors

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

#1 Hiya AI Phone ⭐ 4.5 · 10M+
💵 Est. Monthly Revenue

$160K/mo

💰 Monetization
Subscription

$9.99/mo for deepfake detection + spam blocking. Claims 'first AI call assistant that stops deepfake scams in real-time.'

📣 Marketing

Major press coverage (BusinessWire), carrier partnerships, CES 2026 demos.

😤 #1 Complaint

Subscription cost without trial period; limited accuracy reports.

#2 Truecaller ⭐ 4.6 · 500M MAU
💵 Est. Monthly Revenue

$50M/quarter

💰 Monetization
Freemium

Free caller ID + $39.99-99.99/yr premium with AI Call Scanner. Subscription revenue up 45% YoY.

📣 Marketing

Organic viral growth, native market dominance in India, 500M monthly active users globally.

😤 #1 Complaint

Limited deepfake-specific focus; primarily a caller ID/spam tool, not a voice authenticator.

#3 RoboKiller ⭐ 4.4 · 11M+
💵 Est. Monthly Revenue

$1.3M/mo

💰 Monetization
Subscription

$39.99-89.99/yr subscription. Revenue hit $3.8M peak in Oct 2025. Answer Bots engage scammers.

📣 Marketing

Direct consumer brand building, humor angle (Answer Bots mocking scammers), App Store ads.

😤 #1 Complaint

Price increase from $39.99 to $89.99 triggered massive user backlash and 1-star reviews.

#4 Trend Micro ScamCheck ⭐ 4.2 · 1M+
💵 Est. Monthly Revenue

Unverified

💰 Monetization
Freemium

Free version + premium tier. Multi-channel (calls, texts, video) deepfake detection with on-device AI.

📣 Marketing

Enterprise security brand extending to consumer. Press coverage from Trend Micro's existing reputation.

😤 #1 Complaint

Limited consumer awareness; enterprise-focused branding doesn't resonate with families.

#5 McAfee Deepfake Detector ⭐ N/A · Limited (AI PC only)
💵 Est. Monthly Revenue

Unverified

💰 Monetization
Subscription

$9.99/yr on Lenovo AI PCs only. Claims 96% accuracy with on-device processing.

📣 Marketing

CES demos, Lenovo hardware partnership, press from 96% accuracy claim.

😤 #1 Complaint

Desktop-only (Lenovo AI PCs) — not available on smartphones where deepfake calls actually happen.

The gap: No family-first voice authentication

Every competitor targets generic consumers or enterprises. None create family voice prints stored locally, none show real-time trust scores via Live Activity, and all require subscriptions. The one-time $6.99 family-focused approach is completely uncontested.

04 — ASO

Keyword strategy

🔴 High volume / High competition — use in description only
scam call blocker deepfake detector call protection app
🟡 Medium volume / Medium competition — title + subtitle targets
voice deepfake detection AI voice scam blocker voice verification app
🟢 Low competition / Niche — quick ranking wins
family voice authentication family safety voice voice trust score
ElementRecommended CopyChar Count
App Store TitleVoiceProof: Family Voice Shield30/30
SubtitleDetect AI voice scams instantly30/30
Primary CategoryUtilities
05 — Scoring

Opportunity score

Market Size
8
Competition Level
6
Differentiation
9
Monetization Clarity
7
Tech Feasibility
5
ASO Opportunity
7
🟡 Overall: 7.0 / 10 — PAUSE

The deepfake voice scam crisis is real and growing (1 in 4 Americans affected, $40B losses projected). The family-first positioning is wide open and the one-time pricing model differentiates from all subscription competitors. However, real-time call audio analysis via CallKit has significant technical constraints that could prevent the core feature from working as intended. The ML engineering required for reliable voice print matching during active calls is non-trivial. Recommend a technical prototype first to validate CallKit feasibility before committing to full build.

Biggest RiskBiggest Opportunity
CallKit API may not provide sufficient real-time audio access for on-device voice analysis during active calls — Apple restricts call recording capabilities. 1 in 4 Americans hit by deepfake voice scams creates unprecedented demand. Family voice authentication is completely uncontested. One-time $6.99 vs $40-100/yr competitors.
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
app.voiceproof.voiceproof

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

Monetization
One-Time Purchase + Tip Jar

$6.99 one-time unlock. Optional $1.99 family analytics tip.

IAP Product IDs — create in App Store Connect → In-App Purchases
  • app.voiceproof.unlock — $6.99 (Non-Consumable: Full app unlock)
  • app.voiceproof.familypack — $9.99 (Non-Consumable: Family sharing pack)
  • app.voiceproof.tip.small — $1.99 (Consumable: Support development tip)
  • app.voiceproof.tip.large — $4.99 (Consumable: Premium support tip)
Tech Stack
  • iOS 17+, SwiftUI, Swift 6
  • @Observable for state
  • StoreKit 2 for IAP
  • No backend — fully on-device
  • Foundation Models, Speech, CallKit, Live Activities
Target User
Families concerned about deepfake scams

Adults 30-65 with elderly parents vulnerable to AI voice impersonation scams. Also parents protecting teens from social engineering.

MVP Core Features

#FeatureWhy It MattersSession
1Family Voice Print RegistrationCore differentiator — local voice biometric profiles for each family memberS2
2Real-Time Call Trust ScoreShows live confidence meter during calls via Live Activity — industry firstS5
3Deepfake Audio Detection EngineFoundation Models analyzes audio patterns for synthetic voice markersS5
4Family Dashboard & Alert HistoryCentralized view of all flagged calls, trust scores, and family protection statusS6
5Emergency Quick Verify ButtonOne-tap voice re-verification during suspicious calls — 'Prove it's you'S7

9-Session Build Plan

S1
Scaffold + Auth
S2
Voice print registration + audio capture engine
S3
StoreKit 2 / IAP
S4
Onboarding flow
S5
Real-time call analysis + Live Activity trust score
S6
Family dashboard + alert history + analytics
S7
Quick verify flow + deepfake education screens
S8
Settings + account management
S9
Push notifications + TestFlight upload
DreamSeeds · App Research · 2026-04-01
VoiceProof Score: 7.0/10 PAUSE