FEATURES

Everything you need to score signup risk in real time

Signup Risk Score API combines email checks, domain infrastructure, provider classification, identity checks, IP reputation, explainability, bulk processing, and workflow controls into one developer-friendly signup risk API.

RISK SCORING

Turn signup details into one clear decision

Instead of stitching together separate checks, Signup Risk Score API returns a deterministic 0–100 risk score, risk band, explanation, metadata, and recommended action for each signup attempt.

0–100 risk score

Get a deterministic score that summarizes how risky a signup appears based on the available checks.

Risk bands

Classify signups as low, moderate, high, or very high risk so your product can route users consistently.

Allow, review, or block

Use `decision.action` to allow trusted users, review uncertain signups, or block very high-risk attempts.

RISK CHECKS

Evaluate the details that matter before account creation

Use one API to inspect the email, domain, provider, identity details, infrastructure context, and historical risk behind each signup.

Email normalization and validation

Normalize casing, trim whitespace, validate structure, and return consistent email-quality results. A well-formed email is not automatically safe, trusted, deliverable, or non-disposable.

Disposable email detection

Detect confirmed and likely burner domains using curated datasets, operational overlays, and safe infrastructure fingerprints.

Domain infrastructure

Check DNS, MX, SPF, and DMARC posture while separating non-existent domains from incomplete setup and temporary lookup failures.

Provider classification

Classify free providers, business domains, education domains, government domains, disposable providers, custom unverified domains, and unknown providers.

Role address detection

Detect shared addresses like admin@, support@, info@, sales@, and similar role-based accounts.

Domain typo detection

Flag mistyped or lookalike domains such as gmal.com before they enter signup, checkout, lead, or onboarding workflows.

Synthetic identity detection

Find placeholder emails, keyboard patterns, numeric-only local parts, and other low-quality identity patterns.

Name match

Compare supplied name details with the email local part without claiming to verify a person’s real identity.

IP reputation

Classify contextual infrastructure risk such as datacenter, VPN, proxy, and Tor usage. Raw IPs are never returned, persisted, or logged.

EXPLAINABILITY

Know why a signup was allowed, reviewed, or blocked

Risk scores are more useful when teams understand what the API found. Signup Risk Score API returns clear explanations, top reasons, risk factors, and recommendation reasons so developers and operators can understand each decision.

Top reasons

See the most important findings behind the decision, including the check name and contribution.

Risk factors

Review the specific factors that increased the score and contributed to the final recommendation.

Recommendation reason

Return a practical explanation for why the signup should be allowed, reviewed, or blocked.

WORKFLOWS

Built for real signup and review flows

Use the API in real time during signup or asynchronously for larger operational reviews.

Real-time signup checks

Score users during account creation, seller onboarding, lead capture, checkout, waitlist, or community registration.

Historical risk cache

Reuse recent results to reduce repeated analysis and recognize recurring signup patterns. Cache metadata appears only on cache hits.

Bulk CSV jobs

Upload CSV files, process signup lists asynchronously, and retrieve scored results for cleanup, review, and operational workflows.

Signed webhooks

Use Growth+ webhooks to receive trusted workflow notifications for async jobs and downstream automation.

Industry profiles

Apply Growth+ scoring profiles for SaaS, marketplace, ecommerce, community, and fintech signup flows.

Plan-aware metadata

Receive usage, plan, warnings, and upgrade guidance in the response metadata.

DEVELOPER EXPERIENCE

Simple to integrate, easy to operate

Signup Risk Score API is designed for developers who need a practical signup-risk decision without building and maintaining a full abuse-scoring pipeline.

Single API response

Receive email details, decision, checks, explanation, and metadata in one predictable response.

Clear request options

Use `include_checks` for detailed risk checks and `include_explanation` for human-readable decision context.

Production-ready routing

Use the same allow, review, or block model across signup, lead capture, seller onboarding, checkout, and community access.

FEATURE CATEGORIES

Choose the capabilities your workflow needs

Core scoring

0–100 risk score
Risk bands
decision.action
Allow/review/block recommendation

Email and domain checks

Email validation
Disposable email detection
Domain infrastructure
Provider classification
Role address detection
Domain typo detection

Signup context

Synthetic identity detection
Name match
IP reputation
Industry profiles
Historical risk cache

Operational workflows

Explanation
Metadata
Usage warnings
Bulk CSV jobs
Signed webhooks
Plan-aware feature gates
START SCORING SIGNUPS

Turn signup risk into a clear API decision

Use Signup Risk Score API to evaluate signups in real time, understand what the API found, and route users with an allow, review, or block recommendation.