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C

Auto marketplace & deal ratings

CarGurus

CarGurus, Inc. (publicly traded, NASDAQ: CARG; founder-led, independent)

Marketplace Free to read Visit CarGurus ↗

A used-car marketplace whose algorithmic "Deal Ratings" are genuinely price-vs-market, but the platform is paid for almost entirely by the dealers it ranks, and by its own disclosure paid packages and dealer reviews factor into where listings surface.

What it's really for A car marketplace; the deal rating is algorithmic, and dealers pay for listings and placement.

What our grade covers The grade on this page is about its 'Deal Rating' on car listings, not everything the site does.

High Scoring Confidence Checked against primary sources. We are confident in the facts and the grade here.

Operating since
2006 (20 years) · source
What it costs you
Free to read The reviews are free to read.
How they make money
CarGurus makes money mainly from dealer subscriptions (listings packages), plus OEM advertising and dealer-to-dealer wholesale fees, so the dealers it ranks are its paying customers.
What they do
It lists millions of new and used cars and stamps each with a color-coded Deal Rating (Great Deal to Overpriced) by comparing the asking price to its algorithmic Instant Market Value, then connects shoppers to dealers.
What to watch for
The Deal Rating reflects price versus market, not the dealer's honesty or fees, and CarGurus discloses that paid "Featured" packages and dealer reviews influence where listings appear in search, so a "Great Deal" badge is not an endorsement of the seller.
Composite score
2.20 / 5.00 → grade C

How the grade was reached

Independence · 30% weight 1 / 5

Does the site take money from the very entities it ranks? Pay-for-placement, vendor-funded data, and affiliate commissions all pull this down. The less the ranking can be bought, the higher the score.

Evidence basis · 30% weight 3 / 5

What is the ranking actually built on? Hands-on testing scores highest, then verified first-hand reviews, then opinion or popularity surveys and self-reported figures, then pay-to-rank, which scores lowest.

Method transparency · 20% weight 3 / 5

Is the methodology published, specific, and reproducible? Can a reader see how a given rank was reached, or is it a black box?

Conflict disclosure · 10% weight 2 / 5

Are commercial relationships, sponsorships, and affiliate arrangements disclosed clearly and near the rankings themselves, rather than buried?

Manipulation resistance · 10% weight 2 / 5

How hard is it to game? Controls against fake reviews, solicited reviews, and vendor gaming raise this; an open box anyone can stuff lowers it.

Evidence

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