Auto Insurance Fraud Solutions

Not every quote is honest. Not every applicant is human.

ForMotiv detects fraud, bots, and risky applicant behavior—before it binds—giving you the ability to triage risky and fraudulent applications before they become a problem. 

insurance marketing analytics
ghost broker insurance fraud

Ensure a seamless quoting experience for trusted users & stop bad actors in their tracks.

Fraud is evolving, and so should your defenses. ForMotiv’s advanced fraud detection solutions harness real-time behavioral analytics to identify and mitigate fraudulent activity before it impacts your bottom line. Whether it’s detecting bots and identity harvesters, unmasking ghost brokers, flagging suspicious VPN usage, or tracking repeat offenders, our solutions provide carriers with the tools to stay one step ahead. By uncovering hidden patterns and intent signals, we help insurers protect their customers, reduce exposure to fraudulent claims, and streamline the underwriting process with confidence.

Insurance Fraud Detection Solutions

ForMotiv uncovers the intent behind every interaction—so you can stop fraud before it enters your book. Trained on behavioral data from over 1 billion auto insurance applications, ForMotiv provides various solutions to your digital fraud problems.

Bots
Identity Harvesters
Ghost Brokers
Repeat Offenders
Suspected VPN
Early Claims

Detect and Act on Fraud in Real-Time

ForMotiv’s Fraud Solutions protect you through the entire digital application, from start to quote to purchase and beyond. Our technology empowers you to stop fraudulent applications anywhere in the process.

Explore Fraud Trends and Patterns Offline

ForMotiv’s Fraud Solutions use advanced behavioral analytics to uncover hidden patterns in user behavior, revealing indicators of ghost broking, bot activity, pre-fill phishing, and other forms of fraud that you can explore offline.

Explore Other ForMotiv Solutions for P&C Carriers

Underwriting Risk

ForMotiv’s Underwriting Risk Solutions help carriers identify and act on underwriting risk in real-time.

Leakage

ForMotiv’s Leakage Solutions identify instances of rate evasion, premium leakage, and eligibility leakage during the application process enabling you to act in real-time.

Marketing

ForMotiv’s Marketing Solutions help carriers increase gross written premium while lowering your loss ratio.

Monetization

Carriers leverage ForMotiv’s Monetization Solution to monetize risky, unwanted, or low-intent business.

3P Data Orchestration

Intelligently orchestrate 3rd party data checks based on the purchase intent and risk profile of your applicants.

Early Churn

Predict which users are likely to churn quickly after policy issue.

Why Use ForMotiv Data?

Simple Integration

A lightweight JavaScript tag. No performance impact. IT teams live in weeks, not quarters.

Glass-Box Approach

Every signal, model, and behavioral feature is API-accessible in real time. No black box. Full carrier control over how outputs are used.

First-Party Behavioral Data

Proprietary, predictive dataset captured directly from your applicants and agents.

Refined Behavioral Features

Behavioral features refined against actual policy outcomes — conversions, claims, fraud, and more — across hundreds of millions of sessions.

Zero PII. Full Compliance.

GDPR, CCPA, and PIPEDA compliant. No personal information captured or stored.

Trusted Across the Insurance Industry