Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrisk compliancerisk compliance
Time-to-ValueNot published; est. ~1 month (~30d)Under 2 weeks (~14d)
Typical annual TCO$0/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersNot publishedNot listed
Implementation friction3/52/5
Friction meter
Best forEnterprise security, trust and safety, or fraud teams defending high-traffic web and mobile properties.; Ad tech, media, and publishing businesses fighting ad fraud, click fraud, and malvertising.; Retail, travel, and e-commerce teams reducing account takeover and transaction or promotion abuse.; Organizations that need to distinguish humans, bots, and AI agents across the full customer journey.; Security leaders who want a single platform covering advertising, application, account, and transaction protection.Security teams replacing legacy secure email gateways (SEG) with API-based, autonomous detection; Organizations on Microsoft 365 or Google Workspace that want deployment with no agents or MX changes; Enterprises needing behavioral detection of BEC, account takeover, credential phishing and GenAI social engineering; Security leaders who want AI to investigate and respond autonomously while showing evidence; Companies that also need identity hardening and governance of internal AI agent/tool use
Not forSmall teams with no dedicated security or fraud engineering resources.; Buyers who need published self-serve pricing or a free tier.; Low-traffic or internal-only applications with little bot or fraud exposure.; Companies looking primarily for endpoint, cloud-workload, or email security.Very small businesses looking for a low-cost, self-serve email filter with published list pricing; Teams without security operations capacity to configure and tune enterprise security controls; Buyers who require public per-seat pricing and self-service signup before a sales process; Organizations that need an SMB-grade spam filter rather than behavioral threat detection
Stack fit matrix
SalesforceNot supportedNot supported
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNative
Microsoft 365Not supportedNative
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2 Not listed Listed
ISO 27001 Not listed Listed
GDPR Not listed Listed
HIPAA Not listed Not listed
FedRAMP Not listed Not listed
ISO 42001 Not listed Listed
IAPP AIGPnamed staff Not listed Not listed
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
FoundedNot recorded2018 (8 yrs)
HeadquartersNot recordedNot recorded
PhoneNot yet recordedNot listed
EmailNot yet recordedNot listed
Live chatNot yet recordedNot listed
Support portal / ticketsNot yet recordedPlan not stated
Community forumNot yet recordedNot listed
Help centre / docsNot yet recordedNot listed
Dedicated account managerNot yet recordedNot listed
In person / on-siteNot yet recordedNot listed
Support hoursNot yet recordedNot recorded
Response timeNot yet recordedNot stated
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsNot supportedNot supported
AI featuresAnomaly detectionAnomaly detection; Predictive analytics; Agentic workflows
Built around AI?AI added to an existing productAI-native
Trains on your dataNot recorded — ask the vendorNot recorded — ask the vendor
Runs onNot recordedNot recorded
AI pricingNot recordedNot recorded
Model keyNot recordedNot recorded
AI usage auditNot recordedNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Implementation friction × Value-Position score (estimate)
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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