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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

53 listings found

2012 Chevrolet Cruze 1FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Cruze 1FL

Roy, UT

UnscoredInsufficient · 0
$2,995157,652 mi

Roy, UT

2008 Chevrolet Malibu Classic LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chevrolet Malibu Classic LT

Roy, UT

UnscoredInsufficient · 0
$3,295180,835 mi

Roy, UT

2015 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Equinox LS

Roy, UT

UnscoredInsufficient · 4
$3,495165,214 mi

Comparison: 4 similar vehicles

Roy, UT

2015 Chevrolet Malibu 1LZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Malibu 1LZ

Roy, UT

UnscoredInsufficient · 0
$6,495126,548 mi

Roy, UT

2012 Chevrolet Silverado 1500 LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Silverado 1500 LT

Roy, UT

Unscored
$9,900213,462 mi

Comparison: 7 similar vehicles

Roy, UT

2018 Chevrolet Trax LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Trax LT

Roy, UT

UnscoredInsufficient · 3
$10,44178,721 mi

Comparison: 3 similar vehicles

Roy, UT

2017 Chevrolet Cruze LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Cruze LT

Roy, UT

Unscored
$10,49190,952 mi

Comparison: 8 similar vehicles

Roy, UT

2012 Chevrolet Silverado 1500 Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Silverado 1500 Work Truck

Roy, UT

UnscoredInsufficient · 3
$10,900195,756 mi

Comparison: 3 similar vehicles

Roy, UT

2016 Chevrolet Sonic LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Sonic LTZ

Roy, UT

UnscoredInsufficient · 0
$11,34193,000 mi

Roy, UT

2019 Chevrolet Colorado Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Colorado Work Truck

Roy, UT

Unscored
$13,499140,511 mi

Comparison: 26 similar vehicles

Roy, UT

2012 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 0
$14,400181,334 mi

Roy, UT

2017 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 3
$16,900144,123 mi

Comparison: 3 similar vehicles

Roy, UT

2018 Chevrolet Silverado 1500 Work Truck 1WT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Silverado 1500 Work Truck 1WT

Roy, UT

Unscored
$18,90091,870 mi

Comparison: 8 similar vehicles

Roy, UT

2017 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 3
$18,900125,596 mi

Comparison: 3 similar vehicles

Roy, UT

2012 Chevrolet Silverado 1500 Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Silverado 1500 Work Truck

Roy, UT

UnscoredInsufficient · 3
$18,90091,609 mi

Comparison: 3 similar vehicles

Roy, UT

2011 Chevrolet Silverado 1500 Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet Silverado 1500 Work Truck

Roy, UT

UnscoredInsufficient · 0
$18,900171,721 mi

Roy, UT

2019 Chevrolet Express Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Express Cutaway Base

Roy, UT

UnscoredInsufficient · 0
$19,900162,222 mi

Roy, UT

2018 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Express Cargo Work Van

Roy, UT

Unscored
$19,900122,464 mi

Comparison: 6 similar vehicles

Roy, UT

2018 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Express Cargo Work Van

Roy, UT

Unscored
$19,900123,001 mi

Comparison: 6 similar vehicles

Roy, UT

2015 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Express Cargo Work Van

Roy, UT

Unscored
$19,900148,884 mi

Comparison: 6 similar vehicles

Roy, UT

2013 Chevrolet Silverado 1500 Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Silverado 1500 Work Truck

Roy, UT

UnscoredInsufficient · 3
$19,900153,680 mi

Comparison: 3 similar vehicles

Roy, UT

2012 Chevrolet Silverado 1500 Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Silverado 1500 Work Truck

Roy, UT

UnscoredInsufficient · 3
$19,900157,735 mi

Comparison: 3 similar vehicles

Roy, UT

2018 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Express Cargo Work Van

Roy, UT

Unscored
$20,900121,771 mi

Comparison: 6 similar vehicles

Roy, UT

2020 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 3
$22,900107,724 mi

Comparison: 3 similar vehicles

Roy, UT

2018 Chevrolet Silverado 1500 1LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Silverado 1500 1LS

Roy, UT

UnscoredInsufficient · 0
$23,90086,883 mi

Roy, UT

2018 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Express Cargo Work Van

Roy, UT

Unscored
$23,900117,710 mi

Comparison: 6 similar vehicles

Roy, UT

2018 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Express Cargo Work Van

Roy, UT

Unscored
$23,900105,220 mi

Comparison: 6 similar vehicles

Roy, UT

2012 Chevrolet Express LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Express LS

Roy, UT

UnscoredInsufficient · 0
$23,900212,055 mi

Roy, UT

2020 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 3
$24,900104,716 mi

Comparison: 3 similar vehicles

Roy, UT

2020 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 3
$24,900109,906 mi

Comparison: 3 similar vehicles

Roy, UT

2019 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Express Cargo Work Van

Roy, UT

Unscored
$24,900104,753 mi

Comparison: 5 similar vehicles

Roy, UT

2017 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 3
$24,90090,116 mi

Comparison: 3 similar vehicles

Roy, UT

2013 Chevrolet Express LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Express LS

Roy, UT

UnscoredInsufficient · 0
$24,90060,134 mi

Roy, UT

2015 Chevrolet Silverado 2500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Silverado 2500HD Work Truck

Roy, UT

UnscoredInsufficient · 0
$24,999135,780 mi

Roy, UT

2016 Chevrolet Express Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Express Cutaway Base

Roy, UT

UnscoredInsufficient · 0
$25,900137,002 mi

Roy, UT

2020 Chevrolet Colorado ZR2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Colorado ZR2

Roy, UT

Unscored
$25,995106,440 mi

Comparison: 6 similar vehicles

Roy, UT

2013 Chevrolet Silverado 2500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Silverado 2500HD Work Truck

Roy, UT

UnscoredInsufficient · 4
$26,400228,270 mi

Comparison: 4 similar vehicles

Roy, UT

2016 Chevrolet Silverado 2500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Silverado 2500HD Work Truck

Roy, UT

OverpricedModerate · 21
$27,900187,083 mi

Market: $15,000 – $15,448

Comparison: 21 similar vehicles

Priced ~81% above the typical market range for similar vehicles (based on current market benchmarks)

Roy, UT

2016 Chevrolet Silverado 3500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Silverado 3500HD Work Truck

Roy, UT

UnscoredInsufficient · 0
$27,900170,889 mi

Roy, UT

2015 Chevrolet Silverado 3500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Silverado 3500HD Work Truck

Roy, UT

UnscoredInsufficient · 0
$28,900124,491 mi

Roy, UT

2015 Chevrolet Silverado 1500 Work Truck 1WT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Silverado 1500 Work Truck 1WT

Roy, UT

UnscoredInsufficient · 0
$28,90036,305 mi

Roy, UT

2015 Chevrolet Silverado 3500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Silverado 3500HD Work Truck

Roy, UT

UnscoredInsufficient · 0
$29,900149,879 mi

Roy, UT

2014 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Express Cargo Work Van

Roy, UT

UnscoredInsufficient · 0
$33,90089,644 mi

Roy, UT

2014 Chevrolet Express Passenger LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Express Passenger LS

Roy, UT

UnscoredInsufficient · 4
$33,90080,375 mi

Comparison: 4 similar vehicles

Roy, UT

2008 Chevrolet Express Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chevrolet Express Base

Roy, UT

UnscoredInsufficient · 0
$33,90059,331 mi

Roy, UT

2013 Chevrolet Silverado 2500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Silverado 2500HD Work Truck

Roy, UT

UnscoredInsufficient · 4
$34,90070,206 mi

Comparison: 4 similar vehicles

Roy, UT

2018 Chevrolet Silverado 3500HD Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Silverado 3500HD Work Truck

Roy, UT

UnscoredInsufficient · 0
$37,90088,445 mi

Roy, UT

2021 Chevrolet Low Cab Forward Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Chevrolet Low Cab Forward Base

Roy, UT

UnscoredInsufficient · 0
$39,90069,113 mi

Roy, UT

2019 Chevrolet Silverado 3500 Chassis Cab Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Silverado 3500 Chassis Cab Work Truck

Roy, UT

UnscoredInsufficient · 0
$39,900120,388 mi

Roy, UT

2017 Chevrolet Silverado 3500 Chassis Cab Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Silverado 3500 Chassis Cab Work Truck

Roy, UT

UnscoredInsufficient · 0
$39,900102,720 mi

Roy, UT

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical time on market, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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