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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

2,256 listings found

2000 Kia Sportage 4 door Sportage EX

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

2000 Kia Sportage 4 door Sportage EX

Carson City, NV

UnscoredInsufficient · 0
$2,874198,341 mi

Carson City, NV

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Carson City, NV

UnscoredInsufficient · 0
$3,777236,519 mi

Carson City, NV

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Carson City, NV

UnscoredInsufficient · 0
$3,823216,817 mi

Carson City, NV

2008 Acura RDX Base

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

2008 Acura RDX Base

Carson City, NV

Unscored
$3,995280,000 mi

Comparison: 5 similar vehicles

Carson City, NV

1998 Ford F-150 XL

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

1998 Ford F-150 XL

Carson City, NV

UnscoredInsufficient · 0
$3,995181,852 mi

Carson City, NV

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Carson City, NV

UnscoredInsufficient · 0
$4,823216,181 mi

Carson City, NV

2007 Ford Focus

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

2007 Ford Focus

Carson City, NV

UnscoredInsufficient · 0
$4,823135,000 mi

Carson City, NV

2007 Ford Focus ZX5 S

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

2007 Ford Focus ZX5 S

Carson City, NV

UnscoredInsufficient · 0
$4,823Mileage not verified

Carson City, NV

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Carson City, NV

UnscoredInsufficient · 0
$4,823145,079 mi

Carson City, NV

2004 Oldsmobile Alero GL2

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

2004 Oldsmobile Alero GL2

Carson City, NV

UnscoredInsufficient · 0
$4,823197,912 mi

Carson City, NV

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Carson City, NV

Unscored
$4,995285,197 mi

Comparison: 6 similar vehicles

Carson City, NV

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Carson City, NV

UnscoredInsufficient · 0
$5,449175,476 mi

Carson City, NV

2016 Jeep Renegade Sport

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

2016 Jeep Renegade Sport

Carson City, NV

Unscored
$5,495231,160 mi

Comparison: 7 similar vehicles

Carson City, NV

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Carson City, NV

UnscoredInsufficient · 0
$5,495194,598 mi

Carson City, NV

2003 Toyota Camry XLE V6

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

2003 Toyota Camry XLE V6

Carson City, NV

UnscoredInsufficient · 0
$5,495222,874 mi

Carson City, NV

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Carson City, NV

Unscored
$5,500179,462 mi

Comparison: 8 similar vehicles

Carson City, NV

2011 Subaru Forester X

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

2011 Subaru Forester X

Carson City, NV

Unscored
$5,500162,942 mi

Comparison: 6 similar vehicles

Carson City, NV

2008 Toyota Yaris S

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

2008 Toyota Yaris S

Carson City, NV

UnscoredInsufficient · 0
$5,723210,247 mi

Carson City, NV

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Carson City, NV

Unscored
$5,800200,428 mi

Comparison: 5 similar vehicles

Carson City, NV

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Carson City, NV

UnscoredInsufficient · 0
$5,823174,676 mi

Carson City, NV

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Carson City, NV

Unscored
$5,823160,224 mi

Comparison: 11 similar vehicles

Carson City, NV

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Carson City, NV

UnscoredInsufficient · 3
$5,823179,645 mi

Comparison: 3 similar vehicles

Carson City, NV

2012 Hyundai Elantra Touring GLS

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

2012 Hyundai Elantra Touring GLS

Carson City, NV

UnscoredInsufficient · 0
$5,823168,423 mi

Carson City, NV

2011 Chevrolet Cruze 1FL

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

2011 Chevrolet Cruze 1FL

Carson City, NV

UnscoredInsufficient · 0
$5,823142,745 mi

Carson City, NV

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Carson City, NV

UnscoredInsufficient · 0
$5,823193,944 mi

Carson City, NV

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Carson City, NV

Unscored
$5,823195,252 mi

Comparison: 8 similar vehicles

Carson City, NV

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

Carson City, NV

Salvage title
$5,823145,000 mi

Carson City, NV

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Carson City, NV

UnscoredInsufficient · 0
$5,823177,308 mi

Carson City, NV

2010 Acura RDX Technology Package

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

2010 Acura RDX Technology Package

Carson City, NV

UnscoredInsufficient · 0
$5,823227,488 mi

Carson City, NV

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Carson City, NV

Unscored
$5,823221,216 mi

Comparison: 5 similar vehicles

Carson City, NV

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Carson City, NV

UnscoredInsufficient · 0
$5,823192,276 mi

Carson City, NV

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Carson City, NV

UnscoredInsufficient · 0
$5,823207,255 mi

Carson City, NV

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Carson City, NV

Salvage title
$5,900160,845 mi

Carson City, NV

2015 Chevrolet Captiva Sport LTZ

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

2015 Chevrolet Captiva Sport LTZ

Carson City, NV

UnscoredInsufficient · 0
$5,99598,632 mi

Carson City, NV

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Carson City, NV

Unscored
$5,995181,191 mi

Comparison: 19 similar vehicles

Carson City, NV

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Carson City, NV

UnscoredInsufficient · 0
$5,995101,471 mi

Carson City, NV

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Carson City, NV

UnscoredInsufficient · 0
$5,995173,153 mi

Carson City, NV

2009 Mercury Sable Base

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

2009 Mercury Sable Base

Carson City, NV

UnscoredInsufficient · 0
$5,99598,114 mi

Carson City, NV

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Carson City, NV

Unscored
$5,995204,761 mi

Comparison: 6 similar vehicles

Carson City, NV

2006 Subaru Outback I

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

2006 Subaru Outback I

Carson City, NV

UnscoredInsufficient · 3
$5,995160,849 mi

Comparison: 3 similar vehicles

Carson City, NV

2006 Mazda MAZDA5 Sport

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

2006 Mazda MAZDA5 Sport

Carson City, NV

UnscoredInsufficient · 0
$5,995142,832 mi

Carson City, NV

2005 Subaru Outback R L.L. Bean

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

2005 Subaru Outback R L.L. Bean

Carson City, NV

UnscoredInsufficient · 0
$5,999181,100 mi

Carson City, NV

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Carson City, NV

Unscored
$6,49595,339 mi

Comparison: 5 similar vehicles

Carson City, NV

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Carson City, NV

UnscoredInsufficient · 0
$6,495192,730 mi

Carson City, NV

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Carson City, NV

Unscored
$6,495231,395 mi

Comparison: 31 similar vehicles

Carson City, NV

2008 Subaru Outback Base

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

2008 Subaru Outback Base

Carson City, NV

UnscoredInsufficient · 0
$6,495201,112 mi

Carson City, NV

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Carson City, NV

UnscoredInsufficient · 3
$6,495200,061 mi

Comparison: 3 similar vehicles

Carson City, NV

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Carson City, NV

UnscoredInsufficient · 4
$6,795167,526 mi

Comparison: 4 similar vehicles

Carson City, NV

2006 Toyota 4Runner SR5

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

2006 Toyota 4Runner SR5

Carson City, NV

UnscoredInsufficient · 0
$6,800329,134 mi

Carson City, NV

2015 Subaru Forester i

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

2015 Subaru Forester i

Carson City, NV

UnscoredInsufficient · 3
$6,823158,312 mi

Comparison: 3 similar vehicles

Carson City, NV

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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