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Audiences that move with the moment. Built from live signal across the open web, refreshed continuously, ready to activate — or to make your own.

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First Car Buyers

The interests, motivations and behaviors of new drivers and the parents helping them buy a first car.

What the model sees

Built to understand a first car as a household decision: adding a new driver, what it costs to insure, whether it is safe, and which small, simple car fits the budget.

Stands outCoreRelated

What stands out

  • Moving violations, Kyleigh's Law

    These are drivers with a license measured in months. Moving violations and the laws written for new drivers show a household adding a driver, not only a car.

  • GAP insurance, deductibles, no-fault

    Insurance is the surprise line item. GAP coverage, deductibles and no-fault rules show buyers learning what it costs to insure a first car, often before they price the car itself.

  • Collisions, seat belts, safety

    Safety is the parents' question. Collisions, seat belts and safety records sit near the top: whoever is paying wants to know the car will protect the new driver.

  • Hatchbacks, subcompacts, Honda

    The shortlist is small, simple and cheap to run. Hatchbacks, subcompacts and Honda lead, with mopeds and car sharing as the fallback when the budget runs short.

Balanced by gender, with the highest income bracket over-indexing — strongest in Illinois, Indiana, Missouri and Kentucky.

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