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App Reputation
Scanning

Before you install, Embergard analyzes app risk — reputation scoring, SDK fingerprinting, permission auditing, and behavioral analysis — all on your device, no cloud.

🧠 Ember Edge AI · On-device · Zero upload
📊

App Risk Score

Instant reputation analysis

Embergard scans app metadata, developer history, and community signals to produce a risk score before you install. No data leaves your device.

09:41🔒 ● ● ▊
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App Risk Scanner
● High Risk Detected
72
/100
⚠ HIGH RISK
Data Coll.
85
Permissions
78
Trackers
65
Behavior
60
⚠️
Flash Loan Calculator
This app collects significantly more data than its functionality requires.
🏠📊📋⚙️
REPUTATION SCOREMETADATA ANALYSISCOMMUNITY SIGNALS
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SDK & Tracker Analysis

See what's embedded inside

Embergard fingerprints every embedded SDK — analytics, ads, trackers — and reveals what each one collects. A calculator doesn't need four tracking SDKs.

09:43🔒 ● ● ▊
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SDK Scanner
● 4 Trackers Found
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Flash Loan Calculator
4 tracking SDKs found
Flurry AnalyticsHIGH
Collects: device ID, location, app usage
AppsFlyerHIGH
Collects: install referrer, ad IDs, behavioral data
Google AdsMED
Collects: ad targeting, browsing patterns
Facebook SDKHIGH
Collects: app events, device fingerprint, ad metrics
🚨
4 tracking SDKs
This calculator only needs basic math.
🏠🔍📋⚙️
SDK FINGERPRINTINGTRACKER DETECTIONDATA MAPPING
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Permission Audit

Unnecessary access exposed

Embergard cross-references requested permissions against what the app actually needs. A calculator does not need access to your contacts and location.

09:44🔒 ● ● ▊
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Permission Audit
● 4 Unnecessary
📱
Flash Loan Calculator
5 permissions requested · 4 unnecessary
📱InternetOK
👥ContactsUNNECESSARY
📍LocationUNNECESSARY
📞PhoneUNNECESSARY
📷CameraEXCESSIVE
💾StorageEXCESSIVE
🚫
Verdict: A calculator does not need access to your contacts and location.
🏠🔑📋⚙️
PERMISSION MAPPINGNECESSITY CHECKPRIVACY IMPACT
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Behavioral Analysis

Watch what apps actually do

Embergard monitors app behavior in real-time — clipboard reading, location pinging, data exfiltration. All on-device, all private. No cloud, no upload.

09:47🔒 ● ● ▊
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Behavior Monitor
● Anomaly Detected
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Flash Loan Calculator
Behavioral anomaly detected
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Clipboard reading
Every 30 seconds in background
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Location pinging
Every 5 min, even when closed
👥
Contact syncing
Daily upload to external server
🌐
Data sent to 3 servers
2 in US · 1 in CN
⚠️
47× more active
Than expected for this category
🏠🛡️📡⚙️
REAL-TIME MONITORINGANOMALY DETECTIONDATA FLOW MAPPING
✅

Alternative Found

Same function, safe choice

Embergard doesn't just flag problems — it finds you safer alternatives with identical functionality. Same calculation features, zero spying.

09:48🔒 ● ● ▊
✅
Alternative Found
● Safe Alternative
8
/100
✓ SAFE
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Simple Loan Calc
Recommended alternative
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0 tracking SDKs
No analytics, no ads, no trackers
🔑
1 permission
Internet only — as it should be
📡
No behavioral anomalies
Zero background activity detected
💡
Same functionality
Identical loan calculations, zero spying
🏠✅📋⚙️
ALTERNATIVE DISCOVERYFEATURE MATCHINGRISK COMPARISON
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Deep App Scan

Package analysis, developer history, certificate verification, and behavioral profiling — full forensic detail.

▸

Flash Loan Calculator — Deep Scan

PropertyValue
Packagecom.example.flashloan
DeveloperMobile Finance Solutions Ltd
Registered3 months ago
CertificateSelf-signed (not verified)
Install count50,000 (low for category)
Last updated2 months ago
SDK count4 tracking SDKs ⚠
Permissions5 requested · 4 unnecessary
Servers3 endpoints (1 CN-based)

Developer Portfolio

12 apps published by Mobile Finance Solutions Ltd — all flagged for data harvesting patterns. Developer account created 3 months ago. No verified contact information. No privacy policy on any app.

⚠ Verdict: High Risk
This app is part of a data harvesting network. Self-signed certificate, excessive permissions, 4 tracking SDKs, behavioral anomalies, and a developer with 12 flagged apps. We strongly recommend uninstalling and switching to the safe alternative.

Comparison

Flash Loan CalcSimple Loan Calc
Risk Score72 / 1008 / 100
Trackers4 SDKs0 SDKs
Permissions5 (4 unnecessary)1 (necessary)
Behavior47× anomalyNormal
CertificateSelf-signedVerified
Data servers3 (incl. CN)1 (EU)

Stop apps from spying on you.

Embergard scans every app before you install — reputation, trackers, permissions, behavior — all on your device.

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