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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

1,559 listings found

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Fruitland, ID

UnscoredInsufficient · 0
$2,495235,474 mi

Fruitland, 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

2013 Dodge Dart Aero

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

2013 Dodge Dart Aero

Nampa, ID

UnscoredLimited · 6
$3,001169,250 mi

Comparison: 6 similar vehicles

Nampa, ID

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Nampa, ID

UnscoredInsufficient · 0
$3,200173,440 mi

Nampa, ID

2006 Honda Accord VP

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

2006 Honda Accord VP

Kuna, ID

UnscoredInsufficient · 0
$3,495217,923 mi

Kuna, ID

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Boise, ID

UnscoredInsufficient · 0
$3,500163,946 mi

Boise, ID

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Nampa, ID

UnscoredInsufficient · 3
$3,500192,539 mi

Comparison: 3 similar vehicles

Nampa, ID

2007 Saab 9-3 2.0T

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

2007 Saab 9-3 2.0T

Nampa, ID

UnscoredInsufficient · 0
$3,500141,733 mi

Nampa, ID

2000 Oldsmobile Intrigue GX

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

2000 Oldsmobile Intrigue GX

Mountain Home, ID

UnscoredInsufficient · 0
$3,500207,767 mi

Mountain Home, ID

1999 Oldsmobile Intrigue GL

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

1999 Oldsmobile Intrigue GL

Mountain Home, ID

UnscoredInsufficient · 0
$3,500188,672 mi

Mountain Home, ID

No Photo

2007 Honda Civic HYBRID

Garden City, ID

UnscoredInsufficient · 0
$3,595193,559 mi

Garden City, ID

2007 Volkswagen Passat 2.0T

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

2007 Volkswagen Passat 2.0T

Nampa, ID

UnscoredInsufficient · 0
$3,795117,521 mi

Nampa, ID

2005 Chevrolet Malibu LS

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

2005 Chevrolet Malibu LS

Nampa, ID

UnscoredInsufficient · 0
$3,887248,962 mi

Nampa, ID

2007 Nissan Altima S

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

2007 Nissan Altima S

Mountain Home, ID

UnscoredInsufficient · 0
$3,900125,807 mi

Mountain Home, ID

2007 Subaru Legacy I Special Edition

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

2007 Subaru Legacy I Special Edition

Boise, ID

UnscoredInsufficient · 0
$3,950117,003 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

UnscoredInsufficient · 0
$3,991167,398 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

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Garden City, ID

UnscoredInsufficient · 0
$3,995300,235 mi

Garden City, ID

No Photo

2002 Ford Taurus SES Deluxe

Garden City, ID

UnscoredInsufficient · 0
$3,995202,719 mi

Garden City, ID

2005 Nissan Altima S

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

2005 Nissan Altima S

Boise, ID

UnscoredInsufficient · 0
$4,387161,509 mi

Boise, ID

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Nampa, ID

UnscoredInsufficient · 0
$4,487188,825 mi

Nampa, 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

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Marsing, ID

UnscoredInsufficient · 0
$4,49599,429 mi

Marsing, ID

2004 Acura TL Base

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

2004 Acura TL Base

Nampa, ID

UnscoredInsufficient · 0
$4,495Mileage not verified

Nampa, ID

2015 Subaru Legacy 3.6R Limited

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

2015 Subaru Legacy 3.6R Limited

Boise, ID

UnscoredInsufficient · 0
$4,500166,723 mi

Boise, ID

2014 Ford Focus SE

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

2014 Ford Focus SE

Nampa, ID

UnscoredInsufficient · 0
$4,500125,010 mi

Nampa, ID

2014 Ford Taurus SEL

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

2014 Ford Taurus SEL

Nampa, ID

UnscoredInsufficient · 0
$4,500158,150 mi

Nampa, ID

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Nampa, ID

UnscoredInsufficient · 4
$4,500130,365 mi

Comparison: 4 similar vehicles

Nampa, ID

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Nampa, ID

UnscoredInsufficient · 0
$4,500154,525 mi

Nampa, ID

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Nampa, ID

UnscoredInsufficient · 0
$4,595106,487 mi

Nampa, 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 · 3
$4,700171,719 mi

Comparison: 3 similar vehicles

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

2011 Chevrolet Malibu 2LT

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

2011 Chevrolet Malibu 2LT

Garden City, ID

UnscoredInsufficient · 0
$4,889166,000 mi

Garden City, ID

2012 Lincoln MKZ Base

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

2012 Lincoln MKZ Base

Nampa, ID

UnscoredInsufficient · 0
$4,900133,516 mi

Nampa, ID

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Meridian, ID

UnscoredInsufficient · 0
$4,950143,525 mi

Meridian, ID

2015 Ford Fusion S

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

2015 Ford Fusion S

Nampa, ID

UnscoredInsufficient · 3
$4,995188,995 mi

Comparison: 3 similar vehicles

Nampa, ID

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Nampa, ID

UnscoredInsufficient · 0
$4,995164,757 mi

Nampa, ID

2012 Dodge Charger Police

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

2012 Dodge Charger Police

Ontario, OR

UnscoredInsufficient · 0
$4,995244,265 mi

Ontario, OR

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

2011 Chevrolet Malibu Fleet

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

2011 Chevrolet Malibu Fleet

Nampa, ID

UnscoredInsufficient · 0
$4,995127,070 mi

Nampa, ID

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Nampa, ID

UnscoredInsufficient · 0
$4,99566,145 mi

Nampa, ID

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Garden City, ID

UnscoredInsufficient · 3
$4,995125,655 mi

Comparison: 3 similar vehicles

Garden City, ID

2008 Mazda MAZDA6 i Sport

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

2008 Mazda MAZDA6 i Sport

Meridian, ID

UnscoredInsufficient · 0
$4,995229,639 mi

Meridian, ID

No Photo

2007 Volvo S80 3.2

Garden City, ID

UnscoredInsufficient · 0
$4,995206,522 mi

Garden City, ID

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Garden City, ID

UnscoredInsufficient · 0
$4,995200,967 mi

Garden City, 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

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Nampa, ID

UnscoredInsufficient · 0
$4,999166,500 mi

Nampa, ID

2016 Nissan Altima S

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

2016 Nissan Altima S

Nampa, ID

UnscoredInsufficient · 0
$5,000182,370 mi

Nampa, ID

2015 Ford Focus SE

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

2015 Ford Focus SE

Nampa, ID

UnscoredInsufficient · 3
$5,000173,575 mi

Comparison: 3 similar vehicles

Nampa, ID

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Nampa, ID

UnscoredInsufficient · 0
$5,000137,084 mi

Nampa, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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