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Real-time deepfake and AI-generated content detection for secure digital interactions.

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Tracked since2026
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The Bottom Line

Entry price

Free plan available, paid tiers above

Biggest pro

Detects both manipulated deepfakes and fully synthetic AI content with one platform.

Biggest con

Voice detection for live calls is currently on the roadmap, not fully implemented for Halo.

TL;DR - Halo by Scam AI

  • Detects deepfakes and AI-generated content across images, video, and audio.
  • Offers real-time, on-device deepfake detection for live video calls (Halo).
  • Provides a single API for both manipulated reality and fully synthetic content detection with high accuracy.
Pricing: Free plan available
Best for: Growing teams

What is Halo by Scam AI?

Editorial review
Scam AI offers advanced deepfake and AI-generated content detection solutions, primarily through its Eva-v1 models and the Halo on-device detection tool. It is designed to identify both manipulated real people (deepfakes like face swaps, lip-sync, voice clones) and fully synthetic content generated by AI models such as Stable Diffusion, DALL·E, Midjourney, and Sora, across images, video, and audio. The platform provides real-time detection with high accuracy (98.2% for visual detection in under 4 seconds) and is built for various industries including financial services, contact centers, hiring, media, and government. Halo, specifically, offers on-device deepfake detection during live video calls (Zoom, Teams, Meet) to flag synthetic faces and faceswaps without recording or sending data. Scam AI aims to combat AI-generated fraud, projected to cost businesses over $40 billion by 2027, by providing a comprehensive, easy-to-integrate API solution with transparent, usage-based pricing.

Pros & Cons

Pros

  • Detects both manipulated deepfakes and fully synthetic AI content with one platform.
  • High detection accuracy (98.2%) and fast processing times (under 4 seconds).
  • On-device detection for live calls ensures privacy and real-time protection.
  • Flexible, usage-based pricing with a free tier and no contracts.
  • Easy integration with a comprehensive API and no-code options.

Cons

  • Voice detection for live calls is currently on the roadmap, not fully implemented for Halo.
  • Forensic PDF reports are significantly more expensive ($500 per image).
  • The free tier is limited to 200 images per month with the faster, less forensic model.

Key Features

Deepfake detection (face swaps, lip-sync, reenactment, voice clones)Generative AI content detection (images, video, audio from DALL·E, Midjourney, Stable Diffusion, etc.)Real-time detection during live calls (Halo on-device)Visual detection for images and video (98.2% accuracy)Voice and audio clone detectionIdentity and document verification (KYC, IDV)RESTful API for integrationDetailed analysis reports with confidence scores and heatmaps

Pricing Plans

Pricing checked Aug 10, 2026

Self-Serve

$0 / image (200 free images/month)

  • 200 free images/month (Eva-v1-Fast)
  • Then $0.05/image + optional add-ons
  • GenAI Detection
  • Deepfake Analysis
  • Eva-v1-Fast Model
  • API Access
  • All optional add-ons

Enterprise

Contact us

  • Everything in Self-Serve
  • Eva-v1-Pro Model
  • Thinking (Advanced Reasoning)
  • Volume Discounts
  • Priority Support & SLA
  • Dedicated Account Manager
  • Custom Integration & Training

Forensic PDF Reports

$500.00 / image

  • Comprehensive provenance report with detailed analysis, chain of custody, and legal documentation
  • Detailed manipulation timeline & techniques used
  • Chain of custody documentation
  • Legal-ready evidence package
  • Expert witness support available

Is Halo by Scam AI worth the price?

85/100

The Self-Serve tier is very fair, offering 200 free images monthly and then a reasonable $0.05/image.

This makes it highly accessible for individual users and small businesses. The $500 per image for Forensic PDF Reports is expensive but justifiable for legal or high-stakes investigations.

This structure is best for a wide range of users, from casual to enterprise, with specific needs for deepfake detection and forensic analysis.

Hidden Costs & Gotchas

Overage fees apply after 200 free images/month.

Optional add-ons increase per-image cost.

Enterprise pricing requires custom negotiation.

Forensic reports are a significant per-image cost.

How Halo by Scam AI Compares to Competitors

Compared to services like Sensity AI or Deepware, Halo's Self-Serve tier with 200 free images and $0.05/image is very competitive and generous for initial usage. While direct pricing for competitors is often opaque, Halo's transparent per-image cost for self-serve is a strong advantage.

The $500 forensic report is on par with specialized legal tech services.

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Halo by Scam AI FAQ

How does Halo's on-device deepfake detection work during live calls?

Halo runs 100% on your device, flagging synthetic faces and faceswaps in real-time during live video calls on platforms like Zoom, Teams, and Meet. It does this without recording or sending any data off your device, ensuring privacy.

What is the difference between Eva-v1-Fast and Eva-v1-Pro models?

Eva-v1-Fast processes images in under 2 seconds and is included in the free tier, suitable for real-time moderation. Eva-v1-Pro delivers forensic-grade accuracy in under 4 seconds, designed for more critical applications like KYC and legal evidence, and is available in the Enterprise plan.

Can Scam AI detect deepfakes in audio, and is this available for live calls?

Yes, Scam AI can detect voice clones and synthetic speech through its API for audio files. For live calls, voice detection is currently on the roadmap for the Halo on-device product, with video detection being the primary focus for live calls at present.

What types of AI-generated content can Scam AI identify beyond deepfakes?

Beyond deepfakes (manipulated real people), Scam AI can detect fully synthetic content generated from scratch by modern AI models such as Stable Diffusion, DALL·E, Midjourney, Sora, and ElevenLabs, across images, video, and audio.

How does Scam AI ensure data privacy and compliance?

Scam AI is GDPR compliant and SOC 2 Type II attested. By default, it does not retain media after processing. Enterprise customers have the option to configure custom retention settings for audit and compliance purposes. Halo's on-device detection specifically processes data locally without sending it to the cloud.

What are the optional add-on features and what do they provide?

Optional add-on features include Adaptive Defense for real-time GenAI, deepfake, and injection attack detection; Active Liveness for verifying real human presence; and Express Lane for low-latency processing with a 3-second response time guarantee. These enhance detection capabilities for specific use cases.

Source: scam.ai

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