Resemble Detect

Resemble Detect checks whether audio, images and video are AI-generated or altered. It suits teams that need to investigate media across formats, connect detection to their software or control where analysis runs. Its mix of explanations and deployment options is useful, though routine team use costs substantially more than the free entry plan.

Overview

Detect returns a verdict and can show why it reached that result. Its DETECT-World model evaluates generation patterns alongside physical cues such as lighting, motion and continuity. Resemble says it has been tested against more than 250 generative AI models and provides zero-day coverage. That breadth makes Detect relevant to organizations screening varied media, but detection claims are not a guarantee that every manipulated file will be identified.

Results can include artifact details, confidence reasoning, human-readable forensic explanations, an AI-powered chat and an audit trail. Those features give investigators material to review and document, rather than leaving them with a bare verdict. Resemble also says real-time detection works with Zoom, Teams, Meet, Webex and phone systems.

Key features

Multi-format detection and investigation

Audio, image and video detection in one service suits organizations whose workflows span media types. The audio formats named in the FAQ include MP3, OGG, AAC, G.711, G.723.1, PCMu and PCMa; video supports all major formats from current AI generators. The explanatory results and audit trail are particularly useful when a finding needs follow-up or documentation.

Integration and deployment

Developers can use a REST API or Python, Node.js and JavaScript SDKs, with MCP support for Cursor and Claude Code. Cloud/API access is complemented by on-premises and air-gapped deployment, giving organizations with tighter operational requirements options beyond a standard cloud workflow. Zero Retention Mode permanently deletes submitted media after analysis and keeps it inaccessible to Resemble staff and systems.

Resemble AI states that it is ISO/IEC 27001:2022 certified, GDPR compliant and HIPAA compliant. Its SOC 2 Type 2 observation period is underway, with the report expected by September 30, 2026. Organizations that require a completed SOC 2 Type 2 report should factor that timing into procurement.

Pricing

Flex costs nothing and includes one team seat, pay-as-you-go credits, audio, image and video detection, and platform and API access. It is a low-commitment way for an individual to access the core service, but it does not include large-file uploads of 150MB or more or batch uploads. A free Chrome extension in public beta adds four scans per day to a free account; some embedded players or overlaid previews may not be fully supported.

Team costs $350 a month, billed monthly, for five seats. It adds lower usage rates on select services, large-file uploads and batch uploads, making it the more practical tier for a small group with recurring or bulk screening needs.

Business costs $1,000 a month, billed monthly, and includes 20 seats. It adds configurable deployment, organization-wide calendar integration, security notifications and SSO. Those additions target larger teams that need administrative and deployment controls, but make this a significant step up from Team.

Enterprise has custom pricing and custom seats, with volume pricing, enterprise SLAs, custom model training, dedicated support and on-premises deployment. It is aimed at organizations with scale or deployment needs beyond the fixed tiers. There is no free trial; Flex is the free starting point, and regular large-file or batch workflows require Team, Business or Enterprise.

Platforms

Detect is available on the web, through an API, as an extension and as self-hosted software. The combination accommodates both browser-based checks and integrations or controlled deployments. The Chrome extension is in public beta, so its stated limitations with some embedded players and overlaid previews matter for users relying on browser scans.

Who it's for

Resemble presents use cases in banking and finance, law enforcement, telecommunications, media and entertainment, retail and e-commerce, and HR and recruitment. It is a strong fit for teams in those fields that need to examine mixed media and preserve explanations for review. Individuals or teams that only need occasional scans may find Flex sufficient; organizations doing frequent batch work or handling larger uploads need a paid team tier.

Pros and cons

• Pros: Audio, image and video detection with forensic explanations, confidence reasoning and an audit trail supports investigation rather than just screening.
• Pros: API, SDK, MCP and real-time integrations give developers and operational teams several ways to connect detection to existing workflows.
• Pros: On-premises, air-gapped and Zero Retention options address deployment and media-handling needs that can rule out cloud-only services.
• Cons: Flex excludes large-file and batch uploads, so sustained or bulk use starts at $350 a month for Team.
• Cons: Team has five seats and Business has 20; organizations needing custom seats, volume pricing or dedicated support must move to Enterprise custom pricing.
• Cons: The Chrome extension's public-beta status and support caveat for some embedded media make it a less dependable choice for every browser-based scan.

Alternatives

For voice biometrics rather than broad media-authenticity checks, armour365 Voice Biometrics offers a free-for-life Developers plan and Android, iOS, API, self-hosted and web platforms; its small-business plan gives the first 10K transactions free, then charges $2.99/1K trans for 10K–100K.

Recognition Technologies Speaker Recognition is another option for speaker recognition, with a free trial and Android, iOS, API, Linux, macOS, self-hosted, web and Windows support.

VoiceVantage VoiceCheck is a voice-focused alternative with Android, iOS, API, Linux, macOS, web and Windows support; SDK licensing details require contacting VoiceVantage.

LumenVox Active Voice Biometrics is a paid voice biometrics option for Android, iOS, API, self-hosted and web, with its Capacity Private Cloud plan priced on request.

AwareSDK Voice is a paid option for Android and iOS, with pricing available by demo or contact.

Spiron Voice Biometrics API is a paid API-focused alternative supporting Linux and self-hosted deployment, with a free trial.

GoVivace Speaker Verification API is a paid API and self-hosted alternative.

Browse AI Voice Biometrics Software, AI Deepfake Detection Tools or AI Content Detection Software to compare products by category.

Verdict

Resemble Detect is a strong choice for organizations that need multi-format media screening with explanations, developer integration and deployment controls. Its clearest advantage is the combination of investigative context and options such as air-gapped deployment and Zero Retention Mode. Look elsewhere if your need is specifically speaker recognition or voice biometrics, or if large-file and batch scanning must fit a modest budget: those workflows begin at Team's $350 a month.