Auto insurance

Consumer intent, in motion.

Auto insurance demand is shaped by real-life changes. We help acquisition teams distinguish a consumer who is simply curious from one actively trying to solve a coverage need.

Primary lensConsumer need
Program fitQualification
OutcomeSuccessful connection

What creates demand

Shopping starts with a change.

The useful question is not simply whether someone wants a quote. It is what changed, what the consumer is trying to accomplish, and whether the request matches the provider’s operating footprint.

01

Coverage status

Currently insured, recently lapsed, or seeking coverage for the first time.

02

Vehicle change

Replacing, adding, financing, or taking ownership of a vehicle.

03

Household change

Adding a driver, combining policies, or adjusting who and what needs coverage.

04

Moving

Relocating within a state or entering a new state with different carrier availability and requirements.

05

Rate and fit

Reassessing affordability, coverage, service, or the suitability of an existing policy.

06

Time to act

Matching immediate coverage needs and near-term shopping windows to provider capacity.

Public market context

A broad, everyday market.

Public data provides scale and context. It does not describe Calls By Brand performance or replace program-level qualification.

121.4MU.S. households had at least one vehicle available in 2024.
Validated source

Calculated from the U.S. Census Bureau’s 2024 American Community Survey table B08201: 132,737,146 total households less 11,310,673 with no vehicle available.

View Census table →

Connection quality

What good looks like.

Quality is a shared operating discipline. The goal is a transparent match between consumer need, program rules, receiving capacity, and a measurable outcome.

Before the connection

  • Consumer-initiated inquiry
  • Clear product and geography fit
  • Required qualification completed
  • Appropriate consent and disclosure
  • Routing aligned to provider availability

After the connection

  • Connection and duration signals
  • Disposition coverage at an aggregate level
  • Duplicate and anomaly monitoring
  • Trend review by governed dimensions
  • Feedback loops without exposing proprietary rules

ATLAS-ready modules

Governance before publication.

These modules establish the future interface. No first-party number is published until ATLAS certifies its definition, source coverage, privacy threshold, refresh status, and release approval.

ATLAS metric pending governance

Verified consumer intent

Planned: governed share and trend of inquiries meeting the approved intent definition.

ATLAS metric pending governance

Demand by state

Planned: privacy-thresholded geographic activity, shown only where aggregation is safe.

ATLAS metric pending governance

Connection quality trend

Planned: approved aggregate outcome indicators without internal scoring rules or partner-level detail.

Never published here: buyer economics, publisher-specific performance, consumer PII, internal scoring logic, or commercially sensitive data.

Read the Intelligence methodology