USE CASES
Use Signup Risk Score API across SaaS trials, marketplaces, communities, lead forms, checkout flows, and bulk list workflows to detect suspicious signups before they reach your product.
SIGNUP RISK USE CASES
Score the signup attempts most likely to create abuse, fraud, support burden, or low-quality downstream data.
Detect burner emails, suspicious names, and high-risk IPs before users create repeat trial accounts or abuse free-tier access.
Signals: disposable email, name quality, IP intelligence, provider classification
Score SaaS signups →Challenge sellers using proxy infrastructure, disposable domains, mismatched identity signals, or suspicious signup patterns.
Signals: IP risk, email class, name intelligence, domain health
Review seller signups →Block spam accounts and low-quality registrations before they enter forums, communities, waitlists, or member-only spaces.
Signals: disposable detection, low-entropy names, provider signals, risk score
Reduce spam accounts →Classify free vs business emails, detect role accounts, and route higher-quality leads before they reach your CRM.
Signals: business email classification, role accounts, provider classification, domain intelligence
Improve lead quality →Flag suspicious checkout or account-creation attempts using email, IP, identity, and infrastructure signals before abuse escalates.
Signals: IP intelligence, email quality, domain health, recommendation
Protect checkout flows →Upload CSV files, score signup lists asynchronously, and retrieve clean risk results for reviews, imports, CRM cleanup, or fraud audits.
Signals: bulk processing, risk cache, explanations, webhooks
Score lists in bulk →HOW IT WORKS
Each use case follows the same simple flow: send signup context, receive a risk score, and route the user based on the recommendation.
Pass the email, name, IP address, industry, and available context from your signup flow.
Signup Risk Score API evaluates the attempt using deterministic signals across identity, email, infrastructure, and context.
Use allow, review, or block to approve trusted users, challenge uncertain signups, and stop high-risk attempts.
WHERE IT FITS
Score new users before they create an account, claim free-tier access, or enter your product database.
Score demo requests, waitlists, and sales forms before low-quality leads enter your CRM.
Evaluate suspicious checkout or onboarding attempts before abuse creates support, fraud, or fulfillment issues.
Score existing signup lists, imports, waitlists, or CRM records asynchronously with bulk file processing.
START SCORING SIGNUPS
Use Signup Risk Score API to score signup attempts, explain the decision, and route each user with an allow, review, or block recommendation.
