RESEMBLE DETECT

Know what's real with multimodal deepfake detection

Most tools return a score. Resemble Detect returns a verdict and an explanation for audio, video, and images. Available on-prem or in the cloud via API.

Trusted by
MODELS

Detection and explainability, built for zero-day coverage

From verdict to evidence with the fastest path to catching new generators.

DETECT-World
NEW
The first world model for deepfake detection. DETECT-World expands on DETECT-3B Omni's foundation, reviewing both known generation patterns and physical reality, including lighting, motion, and continuity, so it can flag content from generators it hasn't been trained on.
Up to 99.5% accuracy
Zero day coverage
World model detection
250+ models
Resemble Intelligence
DETECT
Intelligence generates human-readable forensic explanations in real time, surfacing which artifacts contribute to scores and why. Full explainability, context and Reverse Search provide the most up-to-date and complete rationale for results. Built for compliance teams, legal review, and trust & safety workflows that need evidence, not just a score.
Human-readable reports
Real-time
Audit-ready
Powered by Gemini 3 Flash
WHat a detection result answers

The three questions a DETECT-World result answers

Review any audio, image, or video once, and a single result can answer the questions that trust and risk actually turn on:
Is this content AI-generated or AI-altered?
Is it consistent with physical reality, or does something not add up?
With what confidence?
DETECT- World reviews known generation patterns and physical consistency together, across audio, image, and video, and returns a confidence score in real time or batch.
SEE IT IN ACTION

Real detection results across every modality

A sample of what DETECT-World returns on real submissions with up to 99.5% accuracy.

Original image generated by Midjourney v7 2025
Detected with a confidence score of 100% with DETECT-World
Original video generated by Kling 3 2026
Detected with a confidence score of  98.80% with DETECT-World

Detection available on

OUR CAPABILITIES

From alert to audit trail, in one place.

One API call detects the presence of AI across audio, video, and images.
Real time detection
Catches fakes in under a few seconds inside Zoom, Teams, Meet, Webex, and phone systems. No setup required. It detects any synthetic voice, not just ones you’ve registered.
Authenticity scoring
Gives you a verdict and shows you exactly why, including cases where the evidence is in the scene itself rather than in the pixels alone. Frame-by-frame heatmaps pinpoint where manipulation was detected and what triggered the flag.
Explainable detection
Analyzes context, intent, and liveness alongside every detection. Surfaces specific artifacts and anomalies, with an AI-powered chat to dig deeper and built-in audit trails to document rationale.
Web source verification
Cross-references submitted images against live web sources to surface provenance and reduce false positives.
#1
Ranked on third-party benchmarks for audio and image deepfake detection
250+
Generative AI models tested against in real time
54
Languages covered, validated against MLAADv10
INTELLIGENCE

Know why it was flagged, not just that it was.

Every detection passes automatically through Resemble Intelligence, the explainability layer built to work with DETECT-World
Speaker profiling: language, dialect, emotion, and speaking style
Fraud classification: attack vector and confidence reasoning per detection
Liveness detection: confirms whether a real person was physically present
Audit trail: exportable for legal, compliance, and regulatory review
RESEMBLE detect attack coverage

Can it catch a fake it's never seen before? That's why we test and update continuously.

Voice clone
DETECTED
DETECTED
Replay attack
DETECTED
DETECTED
Face swap
DETECTED
DETECTED
Partial edit
DETECTED
DETECTED
Synthetic image
DETECTED
DETECTED
Live call interception
DETECTED
DETECTED
Video conferencing
DETECTED
DETECTED
Reverse Image Search
DETECTED
DETECTED
DEEPFAKE DETECTION COVERAGE

Models we detect

DETECT-World is battle-tested against 250+ generative AI models. Coverage spans every major audio, image, and video generator — with zero-day updates when new models launch.

Audio
Image
Video
ElevenLabs
Text-to-speech
Covered
OpenAI TTS
TTS-1/TTS-1 HD
Covered
Azure TTS
Microsoft Neural TTS
Covered
Google TTS
WaveNet / Neural2
Covered
AWS Polly
Neural / Standard
Covered
Suno
AI music generation
Covered
Udio
AI music generation
Covered
PlayHT
Text-to-speech
Covered
Murf
Text-to-speech
Covered
Descript
Overdub / TTS
Covered
DALL-E 3
Open AI
98% accuracy
Midjourney
v6 / v7
98% accuracy
Stable Diffusion
SDXL / SD 3.5
94% accuracy
Nano Banana
Image generation
Covered
Flux
Black Forest Labs v2
99% accuracy
Gemini
Imagen 3 / 2.0 Flash
99% accuracy
GPT-4o
OpenAI image gen
99% accuracy
StyleGAN
v2 / v3
>99% accuracy
Ideogram
v2 / v3
Covered
Leonardo AI
Image generation
Covered
Sora
OpenAI
Covered
Veo
Google DeepMind
>99% accuracy
Runway
Gen-3 Alpha
Covered
HeyGen
Avatar video
Covered
Pika
Video generation
Covered
Kling
Kuaishou
Covered
Seedance
ByteDance
covered
Synthesia
AI avatar video
Covered
D-ID
Talking avatar
Covered
Stable Diffusion
Overdub / TTS
Covered
Plus...
Bark
VALL-E
VALL-E2
YourTTS
Tortoise TTS
XTTS
StyleTTS 2
MetaVoice
Kokoro
VoiceBox
NaturalSpeech 3
HierSpeech++
...and over 100 more
Stable Diffusion XL
Latent Diffusion
eDiff-I
GLIDE
Kandinsky
DeepFloyd IF
Playground v3
Grok Aurora
Recraft v3
Lumina Image
Emu (Meta)
...and more
CogVideoX
Wan 2.1
Open-Sora
ModelScope
VideoCrafter
AnimateDiff
VideoPoet
Make-A-Video
Gen-2
Morph Studio
Mochi 1
HunyuanVideo
AI ATTACK RISK BY INDUSTRY

Built for regulated industries

Undetected synthetic media becomes evidence, a liability, or precedent.

Banking & Finance
Industry risk:
Voice-cloned executives authorizing wire transfers and deepfaked video bypassing KYC checks.
Resemble AI solution:
Flag synthetic audio and video at the point of submission. Zero Retention Mode ensures submitted media never touches vendor storage.
Law Enforcement
Industry risk:
Evidence integrity disputed without documented chain of custody.
Resemble AI solution:
Establish chain of custody for audio, video, and image evidence. Zero Retention Mode satisfies data handling requirements for submitted evidence.
Telecommunications
Industry risk:
FCC non-compliance on AI-generated voice calls.
Resemble AI solution:
Analyze every inbound call for synthetic voice before it reaches your agents.
Media & Entertainment
Industry risk:
Synthetic content published without provenance, triggering C2PA and EU AI Act exposure.
Resemble AI solution:
Screen at ingestion and encode with Resemble Watermarker to mark and track authenticated originals.
Retail & E-commerce
Industry risk:
Fake delivery images, AI-generated refund evidence, and synthetic product reviews are being submitted through legitimate channels.
Resemble AI solution:
Verify images at point of submission. Flag manipulated or AI-generated media before decisions are made.
HR & Recruitment
Industry risk:
Deepfake candidates passing video interviews using face swaps and synthetic voices.
Resemble AI solution:
Flag synthetic audio and video in real time during interviews. Catches face filters and voice cloning before a candidate advances.
SOC2 Type II
Enterprise plans
EU AI Act ready
Mandatory Aug 2026
GDPR Compatible
On-prem available
HIPAA Compatible
Air-gapped deployment
SSO / SAML
Enterprise identity
C2PA Standard
Content provenance
AI SECURITY

Trusted where it matters most

When the stakes are real, rely on Resemble AI
U.S. Senate Judiciary
Resemble AI's CEO testifies on election deepfakes, presenting detection infrastructure as a national security requirement.
Carahsoft Public Sector
Available to US Federal, State and Local Government across hundreds of contract vehicles.
Canada AI Code of Conduct
Signed alongside IBM and Scale AI, as a pillar of responsible AI deployment.
AI narration for The Andy Warhol Diaries
Generated from three minutes of source audio, PerTh watermarked every file for talent IP protection and authenticity disclosure.
INTEGRATIONs AND DEPLOYMENTs

Go live in hours, not sprints.

Rest API
Python SDK
Node.js SDK
JavaScript SDK
MCP for Cursor & Claude Code
On-prem and air-gapped environments available
2026 MIDYEAR DEEPFAKE THREAT REPORT

See what’s coming next

A midyear breakdown of who was targeted, what it cost, and where the legal exposure now sits.
821 verified incidents in 6 months
15,736 documented victims
$2.24B in statutory civil exposure from NCII/CSAM victims
Frequently asked questions
Does detection affect real-time call quality?
No. Analysis runs as a parallel process. Calls are not rerouted or delayed, and detection is called via API in real-time.
What media formats are supported?
Audio: MP3, OGG, AAC, G.711, G.723.1, PCMu, PCMa. Video: all major formats from current AI generators. Images: 250+ tools including GPT-4o, Gemini 2.0 Flash, and Flux v2.
What is DETECT-World, and how is it different from DETECT-3B Omni?
DETECT-World is the first deepfake detector based on world model architecture. It expands on DETECT-3B Omni's foundation, reviewing both known generation patterns and physical consistency, including such things as lighting, motion, and continuity. This means it can flag content faster from a generator it hasn't seen before.
How does DETECT-World keep up with new AI deepfake generators without retraining?  
DETECT-World's architecture makes it faster to train against new generators than only using pattern based recognition. Its checks for physical consistency give it a head start on day-zero coverage. It doesn't rely on memorization alone: it also reviews whether content matches how the real world behaves.
Does Resemble Detect explain why something was flagged?
Yes. Every detection surfaces the specific artifacts, patterns, and anomalies that triggered the flag, covering context, intent, and liveness. Dig deeper through an AI-powered chat interface, and every finding generates a built-in audit trail your team can document and act on.
How does Zero Retention Mode work?
For regulated industries, the primary barrier to adopting cloud-based detection is the legal risk of media storage. Zero Retention Mode ensures submitted media is permanently deleted after analysis and never viewable by Resemble staff or systems.
How does reverse image search work in detection?
Built to reduce false positives, reverse image search runs alongside detection and searches the web for matching images to provide additional context on whether a submission is real or fake. It surfaces historical evidence predating AI models, traces the original unedited source to confirm face or background swaps, identifies zero-day fakes with no historical web record, matches against known fact-checked hoaxes, and shows how widely an image has spread across the internet.
Know what’s real — and what’s a real threat.
Join thousands of developers and enterprises detecting AI fraud and protecting their content with Resemble AI