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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

566 listings found

2012 Subaru Legacy 3.6R Limited

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

2012 Subaru Legacy 3.6R Limited

Caldwell, ID

UnscoredInsufficient · 0
$3,499202,199 mi

Caldwell, ID

2013 GMC Acadia SLT2

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

2013 GMC Acadia SLT2

Caldwell, ID

UnscoredInsufficient · 0
$4,200151,946 mi

Caldwell, ID

2009 Subaru Tribeca Limited

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

2009 Subaru Tribeca Limited

Caldwell, ID

UnscoredInsufficient · 0
$4,585195,944 mi

Caldwell, ID

2013 GMC Acadia SLT2

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

2013 GMC Acadia SLT2

Caldwell, ID

UnscoredInsufficient · 0
$4,995224,401 mi

Caldwell, ID

2012 Nissan Quest SL

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

2012 Nissan Quest SL

Caldwell, ID

UnscoredInsufficient · 0
$5,495168,761 mi

Caldwell, ID

2014 Kia Optima EX

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

2014 Kia Optima EX

Caldwell, ID

UnscoredInsufficient · 0
$6,495174,295 mi

Caldwell, ID

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Caldwell, ID

UnscoredInsufficient · 0
$6,495148,297 mi

Caldwell, ID

2004 Subaru Forester X

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

2004 Subaru Forester X

Caldwell, ID

UnscoredInsufficient · 0
$6,59952,420 mi

Caldwell, ID

2016 Dodge Dart Limited

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

2016 Dodge Dart Limited

Caldwell, ID

UnscoredInsufficient · 0
$6,700121,522 mi

Caldwell, ID

2011 Audi Q5 Premium Plus

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

2011 Audi Q5 Premium Plus

Caldwell, ID

UnscoredInsufficient · 0
$6,700149,471 mi

Caldwell, ID

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Caldwell, ID

UnscoredInsufficient · 0
$6,755152,588 mi

Caldwell, ID

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Caldwell, ID

UnscoredInsufficient · 0
$6,800140,887 mi

Caldwell, ID

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Caldwell, ID

UnscoredInsufficient · 0
$6,885122,371 mi

Caldwell, ID

2012 Volkswagen Jetta Base

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

2012 Volkswagen Jetta Base

Caldwell, ID

UnscoredInsufficient · 0
$6,985145,971 mi

Caldwell, ID

2018 Ford Flex SEL

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

2018 Ford Flex SEL

Caldwell, ID

UnscoredInsufficient · 3
$6,995139,751 mi

Comparison: 3 similar vehicles

Caldwell, ID

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Caldwell, ID

Unscored
$6,995154,828 mi

Comparison: 5 similar vehicles

Caldwell, ID

1998 Dodge Dakota Base

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

1998 Dodge Dakota Base

Caldwell, ID

UnscoredInsufficient · 0
$6,995218,626 mi

Caldwell, ID

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Caldwell, ID

UnscoredInsufficient · 3
$7,200150,894 mi

Comparison: 3 similar vehicles

Caldwell, ID

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Caldwell, ID

UnscoredInsufficient · 0
$7,650147,481 mi

Caldwell, ID

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Caldwell, ID

UnscoredInsufficient · 0
$7,750124,981 mi

Caldwell, ID

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Caldwell, ID

UnscoredInsufficient · 0
$7,995118,988 mi

Caldwell, ID

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Caldwell, ID

UnscoredInsufficient · 0
$7,999145,725 mi

Caldwell, ID

2006 Ford F-450

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

2006 Ford F-450

Caldwell, ID

UnscoredInsufficient · 0
$8,500201,581 mi

Caldwell, ID

2004 Ford Explorer Sport Trac XLT

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

2004 Ford Explorer Sport Trac XLT

Caldwell, ID

UnscoredInsufficient · 0
$8,599144,494 mi

Caldwell, ID

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Caldwell, ID

Unscored
$8,885138,766 mi

Comparison: 5 similar vehicles

Caldwell, ID

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Caldwell, ID

UnscoredInsufficient · 0
$8,995143,328 mi

Caldwell, ID

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Caldwell, ID

Unscored
$8,995230,853 mi

Comparison: 6 similar vehicles

Caldwell, ID

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Caldwell, ID

UnscoredInsufficient · 3
$8,995144,475 mi

Comparison: 3 similar vehicles

Caldwell, ID

2009 Chevrolet Avalanche LS

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

2009 Chevrolet Avalanche LS

Caldwell, ID

UnscoredInsufficient · 0
$9,000164,175 mi

Caldwell, ID

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Caldwell, ID

UnscoredInsufficient · 0
$9,19799,069 mi

Caldwell, ID

2017 Kia Sorento EX

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

2017 Kia Sorento EX

Caldwell, ID

UnscoredInsufficient · 0
$9,320147,693 mi

Caldwell, ID

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Caldwell, ID

UnscoredInsufficient · 0
$9,394109,439 mi

Caldwell, ID

2008 Ford Ranger XL

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

2008 Ford Ranger XL

Caldwell, ID

UnscoredInsufficient · 0
$9,599154,226 mi

Caldwell, ID

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Caldwell, ID

UnscoredInsufficient · 0
$9,599216,673 mi

Caldwell, ID

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Caldwell, ID

UnscoredInsufficient · 0
$9,599115,936 mi

Caldwell, ID

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Caldwell, ID

Unscored
$9,600100,274 mi

Comparison: 5 similar vehicles

Caldwell, ID

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Caldwell, ID

UnscoredInsufficient · 0
$9,650140,744 mi

Caldwell, ID

2019 Mitsubishi Outlander SE

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

2019 Mitsubishi Outlander SE

Caldwell, ID

UnscoredInsufficient · 0
$9,900106,307 mi

Caldwell, ID

2018 Ford Focus ST

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

2018 Ford Focus ST

Caldwell, ID

UnscoredInsufficient · 3
$9,977182,656 mi

Comparison: 3 similar vehicles

Caldwell, ID

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Caldwell, ID

UnscoredInsufficient · 0
$9,995103,564 mi

Caldwell, ID

2015 BMW i3

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

2015 BMW i3

Caldwell, ID

UnscoredInsufficient · 0
$9,99555,265 mi

Caldwell, ID

2014 BMW i3 Base

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

2014 BMW i3 Base

Caldwell, ID

UnscoredInsufficient · 0
$9,99572,028 mi

Caldwell, ID

2004 Ford F-350 Super Duty Lariat

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

2004 Ford F-350 Super Duty Lariat

Caldwell, ID

UnscoredInsufficient · 0
$9,995179,545 mi

Caldwell, ID

2015 GMC Terrain SLT-2

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

2015 GMC Terrain SLT-2

Caldwell, ID

UnscoredInsufficient · 0
$9,999131,545 mi

Caldwell, ID

2020 Mitsubishi Eclipse Cross ES

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

2020 Mitsubishi Eclipse Cross ES

Caldwell, ID

UnscoredInsufficient · 0
$10,500105,069 mi

Caldwell, ID

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Caldwell, ID

Unscored
$10,988138,063 mi

Comparison: 7 similar vehicles

Caldwell, ID

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Caldwell, ID

UnscoredInsufficient · 0
$10,988139,803 mi

Caldwell, ID

2016 RAM 1500 ST

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

2016 RAM 1500 ST

Caldwell, ID

UnscoredInsufficient · 0
$10,995188,945 mi

Caldwell, ID

2016 BMW i3 Tera World

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

2016 BMW i3 Tera World

Caldwell, ID

UnscoredInsufficient · 0
$10,99588,578 mi

Caldwell, ID

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Caldwell, ID

UnscoredInsufficient · 3
$10,995185,730 mi

Comparison: 3 similar vehicles

Caldwell, ID

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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