Ranking across industries
Best AI to detect threats
Identify malicious activity, suspicious behavior, or compromised assets from security signals. We reviewed 73 products from 34 companies on a 100-point evidence score. These 10 earned a place.
Updated Oct 20, 202673 products reviewed34 companies
Market noteScores reflect documented task fit, adoption evidence, product detail, pricing and market fit. Vendor claims remain unverified unless independently corroborated. Missing evidence indicates uncertainty, not poor product quality.
- 1
Resemble Detect
by Resemble AI
Detect screens audio, images, and video for deepfakes. The named JP French International case describes recording inputs, detection flags, and follow-up forensic investigation, establishing a concrete business threat-detection workflow and attributable customer use.
Best for businesses and forensic teams screening suspicious recordings and other media for synthetic manipulationFree planFrom $0.035
- Task fit
- 40/40
- Adoption
- 10/20
- Evidence
- 11/15
- Pricing
- 11/15
- Market fit
- 10/10
- 2
Secrets Scanning
by Corgea
Corgea’s AI-native platform offers credential detection from commits and rotate-and-remove guidance in pull requests, providing a concrete business security workflow. Supplied customer evidence supports platform adoption but not verified use of this component.
Best for business development and security teams detecting leaked credentials at commit timeFree plan
- Task fit
- 40/40
- Adoption
- 5/20
- Evidence
- 11/15
- Pricing
- 11/15
- Market fit
- 10/10
- 3
Advanced Email Security
by Mimecast
The described AI workflow detects threats and anomalies in business email and performs remediation. This supports complete task and workflow evidence; the explicit subscription model supports pricing transparency of 50.
Best for businesses detecting and remediating email threats across Microsoft 365, Google Workspace, and on-premise systems
- Task fit
- 40/40
- Adoption
- 5/20
- Evidence
- 11/15
- Pricing
- 8/15
- Market fit
- 10/10
- 4
Account Takeover Protection
Behavioral AI identifies compromised accounts using account activity and integrated security telemetry. Named customer cases describe Microsoft 365 deployments and CrowdStrike telemetry sharing, supporting a concrete cross-industry workflow and adoption evidence, but not independently verified outcomes.
Best for business security teams detecting account compromise in Microsoft 365 environments
- Task fit
- 40/40
- Adoption
- 10/20
- Evidence
- 11/15
- Pricing
- 0/15
- Market fit
- 10/10
- 5
Impersonation
by MarqVision
The AI-driven offering monitors websites, domains, profiles and phishing links to identify threats and support removal. Named customer accounts describe actual monitoring, detected risk signals and enforcement across business sectors, supporting adoption under the supplied customer-evidence contract.
Best for businesses detecting and removing brand impersonation across websites, domains and social media
- Task fit
- 40/40
- Adoption
- 10/20
- Evidence
- 11/15
- Pricing
- 0/15
- Market fit
- 10/10
- 6
Pindrop Pulse® for Contact Centers
by Pindrop
Analyzes contact-center call audio to identify synthetic voices, with detection claimed within two seconds. The named Optum case describes actual deployment and subsequent response controls, supporting adoption under the supplied customer-evidence contract.
Best for business contact centers detecting synthetic callers and voice-based fraud signals
- Task fit
- 40/40
- Adoption
- 10/20
- Evidence
- 11/15
- Pricing
- 0/15
- Market fit
- 10/10
- 7
RealScan
A web application detects deepfakes across images, video, audio and documents, with explainable results and exportable reports.
Best for security and fraud teams examining suspicious mediaFree planFrom $399
- Task fit
- 35/40
- Adoption
- 4/20
- Evidence
- 13/15
- Pricing
- 8/15
- Market fit
- 10/10
- 8
Candor Security Platform
AI evaluates user-activity timelines, correlates security signals into cases, and escalates genuine insider risks, providing a complete detection workflow for business security teams.
Best for enterprise security teams detecting insider risk and suspicious data movement
- Task fit
- 40/40
- Adoption
- 5/20
- Evidence
- 11/15
- Pricing
- 0/15
- Market fit
- 10/10
- 9
User Fraud + ATO Agent
by Cinder
The AI offering monitors login attempts, ASN patterns, and geographic anomalies, producing risk scores and protective actions including account locking, IP blocking, and step-up authentication. This establishes a complete threat-detection workflow for business platforms.
Best for businesses detecting suspicious login activity and automating protective account actions
- Task fit
- 40/40
- Adoption
- 5/20
- Evidence
- 11/15
- Pricing
- 0/15
- Market fit
- 10/10
- 10
Darktrace / IDENTITY
by Darktrace
The described workflow connects SSO and AD user activity to real-time identity threat detection and autonomous response. This directly supports business threat detection, but customer evidence remains limited to vendor-reported adoption and a generic reference.
Best for businesses seeking AI-based identity threat detection connected to SSO and Active Directory
- Task fit
- 40/40
- Adoption
- 5/20
- Evidence
- 11/15
- Pricing
- 0/15
- Market fit
- 10/10
We reviewed 73 candidate products from 34 companies and published 10 positions. Totals include duplicate company entries and products removed during task, market and evidence review. Each company holds at most one position.