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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

6,741 listings found

2009 Subaru Impreza 2.5i

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

2009 Subaru Impreza 2.5i

Boise, ID

UnscoredInsufficient · 0
$2,495224,016 mi

Boise, ID

2002 Mercedes-Benz M-Class ML500

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

2002 Mercedes-Benz M-Class ML500

Boise, ID

UnscoredInsufficient · 0
$2,495178,002 mi

Boise, ID

2002 Subaru Outback H6

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

2002 Subaru Outback H6

Boise, ID

UnscoredInsufficient · 0
$2,495269,946 mi

Boise, ID

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Boise, ID

UnscoredInsufficient · 0
$2,495302,650 mi

Boise, ID

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Boise, ID

UnscoredInsufficient · 0
$2,500260,916 mi

Boise, ID

2007 Volkswagen Jetta 2.5

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

2007 Volkswagen Jetta 2.5

Boise, ID

Salvage title
$2,991167,398 mi

Boise, ID

2001 Buick Century Custom

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

2001 Buick Century Custom

Boise, ID

UnscoredInsufficient · 0
$2,995124,415 mi

Boise, ID

2010 GMC Terrain SLT-2

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

2010 GMC Terrain SLT-2

Boise, ID

UnscoredInsufficient · 0
$3,295168,624 mi

Boise, ID

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Boise, ID

UnscoredInsufficient · 0
$3,495269,118 mi

Boise, ID

2007 Nissan Murano SE

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

2007 Nissan Murano SE

Boise, ID

UnscoredInsufficient · 0
$3,495170,643 mi

Boise, ID

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Boise, ID

UnscoredInsufficient · 0
$3,495133,566 mi

Boise, ID

2005 Nissan Titan SE

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

2005 Nissan Titan SE

Boise, ID

UnscoredInsufficient · 0
$3,900150,612 mi

Boise, ID

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Boise, ID

UnscoredInsufficient · 0
$3,950233,194 mi

Boise, ID

2005 Subaru Legacy GT

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

2005 Subaru Legacy GT

Boise, ID

UnscoredInsufficient · 0
$3,988189,715 mi

Boise, ID

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Boise, ID

UnscoredInsufficient · 0
$3,995180,541 mi

Boise, ID

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

Boise, ID

UnscoredInsufficient · 0
$3,995174,203 mi

Boise, ID

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Boise, ID

UnscoredInsufficient · 3
$3,995197,840 mi

Comparison: 3 similar vehicles

Boise, ID

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Boise, ID

UnscoredInsufficient · 0
$3,995230,180 mi

Boise, ID

2004 Honda Accord EX

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

2004 Honda Accord EX

Boise, ID

UnscoredInsufficient · 0
$3,995234,995 mi

Boise, ID

2003 Hyundai Sonata GLS

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

2003 Hyundai Sonata GLS

Boise, ID

UnscoredInsufficient · 0
$3,995106,641 mi

Boise, ID

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Boise, ID

UnscoredInsufficient · 0
$3,995197,790 mi

Boise, ID

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Boise, ID

UnscoredInsufficient · 3
$4,045169,934 mi

Comparison: 3 similar vehicles

Boise, ID

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Boise, ID

UnscoredInsufficient · 0
$4,100213,289 mi

Boise, ID

2006 Toyota Camry SE

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

2006 Toyota Camry SE

Boise, ID

Salvage title
$4,478154,301 mi

Boise, ID

2012 Volkswagen Jetta Base

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

2012 Volkswagen Jetta Base

Boise, ID

UnscoredInsufficient · 0
$4,492145,913 mi

Boise, ID

2009 Dodge Ram 1500 Pickup Sport

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

2009 Dodge Ram 1500 Pickup Sport

Boise, ID

UnscoredInsufficient · 0
$4,495241,834 mi

Boise, 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

Boise, ID

UnscoredInsufficient · 0
$4,495256,063 mi

Boise, ID

2015 Mitsubishi Mirage DE

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

2015 Mitsubishi Mirage DE

Boise, ID

UnscoredInsufficient · 0
$4,544131,381 mi

Boise, ID

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Boise, ID

UnscoredInsufficient · 0
$4,600171,613 mi

Boise, ID

2012 Ford Flex SE

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

2012 Ford Flex SE

Boise, ID

UnscoredInsufficient · 0
$4,698213,108 mi

Boise, ID

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Boise, ID

UnscoredInsufficient · 0
$4,700171,719 mi

Boise, ID

2007 Toyota Yaris Base

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

2007 Toyota Yaris Base

Boise, ID

UnscoredInsufficient · 0
$4,785285,554 mi

Boise, ID

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Boise, ID

UnscoredInsufficient · 0
$4,820163,240 mi

Boise, ID

2013 Ford Focus SE

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

2013 Ford Focus SE

Boise, ID

UnscoredInsufficient · 0
$4,895118,340 mi

Boise, ID

2012 Kia Soul +

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

2012 Kia Soul +

Boise, ID

UnscoredInsufficient · 0
$4,89587,373 mi

Boise, ID

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Boise, ID

UnscoredInsufficient · 0
$4,987254,210 mi

Boise, ID

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Boise, ID

UnscoredInsufficient · 0
$4,988174,531 mi

Boise, ID

2011 Ford Focus SE

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

2011 Ford Focus SE

Boise, ID

UnscoredInsufficient · 0
$4,995119,468 mi

Boise, ID

2009 Honda Element EX

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

2009 Honda Element EX

Boise, ID

UnscoredInsufficient · 0
$4,995268,513 mi

Boise, ID

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Boise, ID

UnscoredInsufficient · 0
$4,995239,852 mi

Boise, ID

2004 BMW X3 3.0i

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

2004 BMW X3 3.0i

Boise, ID

Unscored
$4,995139,287 mi

Comparison: 7 similar vehicles

Boise, ID

2003 Mercedes-Benz E-Class E320

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

2003 Mercedes-Benz E-Class E320

Boise, ID

UnscoredInsufficient · 0
$4,995133,288 mi

Boise, ID

2001 Mercedes-Benz M-Class ML 320

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

2001 Mercedes-Benz M-Class ML 320

Boise, ID

UnscoredInsufficient · 0
$4,995164,027 mi

Boise, ID

2004 BMW X3 3.0i

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

2004 BMW X3 3.0i

Boise, ID

UnscoredInsufficient · 0
$5,000310,062 mi

Boise, ID

2012 Kia Soul +

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

2012 Kia Soul +

Boise, ID

UnscoredInsufficient · 0
$5,295123,194 mi

Boise, ID

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Boise, ID

UnscoredInsufficient · 3
$5,400146,288 mi

Comparison: 3 similar vehicles

Boise, ID

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Boise, ID

UnscoredInsufficient · 0
$5,400163,703 mi

Boise, ID

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Boise, ID

Great DealLimited · 11
$5,450116,110 mi

Market: $6,988 – $9,094

Comparison: 11 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 217 days listed (based on current market benchmarks)

Boise, ID

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Boise, ID

UnscoredInsufficient · 0
$5,477140,145 mi

Boise, ID

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Boise, ID

UnscoredInsufficient · 0
$5,495150,384 mi

Boise, 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 is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. 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 sell-time, 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 sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. 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 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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