BULK LIST SCORING
Use Signup Risk Score API to upload CSV files, process signup lists asynchronously, and retrieve clean risk results for reviews, imports, CRM cleanup, fraud audits, and downstream workflows.
THE PROBLEM
Teams often need to evaluate signup lists after the fact: CRM imports, waitlists, historical signups, partner lists, suspicious account exports, or fraud-review batches. Without bulk scoring, those reviews become manual, inconsistent, and difficult to automate.
Teams waste time manually checking emails, domains, names, and suspicious patterns across large signup lists.
Low-quality leads, disposable emails, duplicate-like signups, and suspicious records can enter sales or onboarding systems in bulk.
Fraud, support, and moderation teams need a repeatable way to score account exports, waitlists, and suspicious user batches.
HOW IT HELPS
Use bulk processing to score signup lists asynchronously without keeping your app in the request path.
STEP 01
Submit a CSV file with an email column and optional name data for each row.
STEP 02
The API creates a bulk job, scores each row using the same deterministic signup-risk engine, and tracks job progress.
STEP 03
Download scored results with risk score, score band, recommendation, email class, validity, and row-level errors when present.
SIGNALS
Normalize and validate emails, detect disposable domains, identify typo patterns, classify providers, and inspect domain health.
Use optional per-row name data to evaluate local-part quality, name plausibility, and name/email consistency.
Classify rows as free, business, education, government, disposable, or unknown to support lead routing and list cleanup.
Return deterministic 0–100 risk scores and score bands for each row in the uploaded file.
Reuse recent risk results to reduce repeated analysis for recurring lists, overlapping imports, and repeated account reviews.
Continue processing even when individual rows are malformed, empty, or invalid, with errors reported in the results file.
DECISIONING
Keep low-risk rows in your import, review set, onboarding queue, or CRM workflow.
Send uncertain rows to enrichment, manual review, extra verification, or a lower-priority workflow.
Suppress very high-risk rows before they pollute your systems, trigger outreach, or reach downstream workflows.
WORKFLOW
STEP 01
Upload a CSV file with emails and optional names
STEP 02
Signup Risk Score API creates a bulk job and processes rows asynchronously
STEP 03
Your team polls job status or waits for completion
STEP 04
Download results and route rows by recommendation
Use bulk results for CRM cleanup, waitlist review, fraud audits, list imports, seller reviews, lead scoring, or account-quality checks.
OUTCOMES
Replace one-off spreadsheet checks with consistent signup-risk scoring across every row.
Filter suspicious records before they enter sales workflows, automation tools, or lead-routing systems.
Give fraud, support, and moderation teams a repeatable way to evaluate account lists and suspicious batches.
Use recommendations and result files to route, suppress, enrich, or review rows consistently.
START SCORING LISTS
Use Signup Risk Score API to process CSV files asynchronously and return risk scores, explanations, and allow/review/block recommendations at scale.
