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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 22, 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

1,113 listings found

2007 Nissan Altima S

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

2007 Nissan Altima S

Sparks, NV

UnscoredInsufficient · 0
$2,500233,835 mi

Sparks, NV

2014 Nissan Altima S

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

2014 Nissan Altima S

Reno, NV

UnscoredLimited · 15
$3,500219,350 mi

Comparison: 15 similar vehicles

Reno, NV

2001 BMW 5 Series 525i

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

2001 BMW 5 Series 525i

Sparks, NV

UnscoredInsufficient · 0
$3,500139,783 mi

Sparks, 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

2007 Nissan Versa S

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

2007 Nissan Versa S

Sparks, NV

UnscoredInsufficient · 0
$3,826161,241 mi

Sparks, NV

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Reno, NV

UnscoredLimited · 6
$3,950138,050 mi

Comparison: 6 similar vehicles

Reno, NV

2006 Buick LaCrosse CXS

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

2006 Buick LaCrosse CXS

Reno, NV

UnscoredInsufficient · 0
$3,995138,000 mi

Reno, NV

2002 Honda Accord EX

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

2002 Honda Accord EX

Sparks, NV

UnscoredInsufficient · 0
$4,326314,077 mi

Sparks, NV

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Sparks, NV

UnscoredLimited · 7
$4,800180,378 mi

Comparison: 7 similar vehicles

Sparks, 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

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Sparks, NV

UnscoredLimited · 5
$4,826208,779 mi

Comparison: 5 similar vehicles

Sparks, NV

2000 Ford Taurus SES

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

2000 Ford Taurus SES

Sparks, NV

UnscoredInsufficient · 0
$4,826117,534 mi

Sparks, NV

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Reno, NV

UnscoredInsufficient · 3
$4,950114,525 mi

Comparison: 3 similar vehicles

Reno, NV

2011 Kia Optima LX

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

2011 Kia Optima LX

Sparks, NV

UnscoredInsufficient · 0
$4,950185,222 mi

Sparks, NV

2009 Mercury Grand Marquis LS

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

2009 Mercury Grand Marquis LS

Reno, NV

UnscoredInsufficient · 0
$4,950153,350 mi

Reno, NV

2017 Kia Forte LX

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

2017 Kia Forte LX

Reno, NV

UnscoredLimited · 15
$4,995194,000 mi

Comparison: 15 similar vehicles

Reno, NV

2015 Kia Rio LX

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

2015 Kia Rio LX

Reno, NV

UnscoredInsufficient · 0
$4,995180,249 mi

Reno, NV

1998 Honda Accord EX

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

1998 Honda Accord EX

Sparks, NV

UnscoredInsufficient · 0
$5,326148,125 mi

Sparks, 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

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

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Reno, NV

UnscoredLimited · 13
$5,500151,000 mi

Comparison: 13 similar vehicles

Reno, NV

2009 Toyota Corolla XLE

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

2009 Toyota Corolla XLE

Reno, NV

UnscoredInsufficient · 0
$5,500162,710 mi

Reno, NV

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

Sparks, NV

UnscoredInsufficient · 0
$5,800136,562 mi

Sparks, NV

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Reno, NV

UnscoredLimited · 7
$5,823142,450 mi

Comparison: 7 similar vehicles

Reno, 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

UnscoredLimited · 12
$5,823160,224 mi

Comparison: 12 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

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

UnscoredLimited · 7
$5,823195,252 mi

Comparison: 7 similar vehicles

Carson City, NV

2010 Kia Rio LX

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

2010 Kia Rio LX

Reno, NV

UnscoredInsufficient · 0
$5,823142,662 mi

Reno, 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 Ford Fusion SEL

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

2006 Ford Fusion SEL

Carson City, NV

UnscoredInsufficient · 0
$5,823156,120 mi

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
$5,942210,247 mi

Carson City, NV

2001 Mercedes-Benz S-Class S430

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

2001 Mercedes-Benz S-Class S430

Reno, NV

UnscoredInsufficient · 0
$5,95076,989 mi

Reno, NV

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Reno, NV

UnscoredInsufficient · 4
$5,995112,235 mi

Comparison: 4 similar vehicles

Reno, 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

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Reno, NV

UnscoredInsufficient · 3
$5,995169,000 mi

Comparison: 3 similar vehicles

Reno, NV

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Sparks, NV

UnscoredInsufficient · 0
$5,995128,418 mi

Sparks, 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

UnscoredLimited · 6
$5,995173,153 mi

Comparison: 6 similar vehicles

Carson City, NV

2005 Honda Accord EX

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

2005 Honda Accord EX

Reno, NV

UnscoredInsufficient · 4
$5,995101,952 mi

Comparison: 4 similar vehicles

Reno, NV

2004 Saturn L300 2

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

2004 Saturn L300 2

Reno, NV

UnscoredInsufficient · 0
$5,99977,764 mi

Reno, NV

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Reno, NV

UnscoredLimited · 9
$6,000193,243 mi

Comparison: 9 similar vehicles

Reno, NV

2002 Honda Accord EX

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

2002 Honda Accord EX

Sparks, NV

UnscoredInsufficient · 0
$6,026123,852 mi

Sparks, NV

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Sparks, NV

UnscoredLimited · 5
$6,226175,844 mi

Comparison: 5 similar vehicles

Sparks, NV

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Sparks, NV

UnscoredInsufficient · 0
$6,326160,305 mi

Sparks, NV

2005 Honda Accord DX

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

2005 Honda Accord DX

Sparks, NV

UnscoredInsufficient · 0
$6,326149,524 mi

Sparks, NV

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Reno, NV

UnscoredInsufficient · 0
$6,395119,519 mi

Reno, NV

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Reno, NV

UnscoredLimited · 9
$6,444158,651 mi

Comparison: 9 similar vehicles

Reno, 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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