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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

672 listings found

2002 Hyundai Sonata Base

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

2002 Hyundai Sonata Base

Clayton, NC

UnscoredInsufficient · 0
$2,799146,435 mi

Clayton, NC

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Clayton, NC

Unscored
$2,900219,070 mi

Comparison: 7 similar vehicles

Clayton, NC

2001 Honda Civic LX

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

2001 Honda Civic LX

Clayton, NC

UnscoredInsufficient · 0
$3,000101,700 mi

Clayton, NC

2001 Volkswagen Passat GLS

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

2001 Volkswagen Passat GLS

Clayton, NC

UnscoredInsufficient · 0
$3,499154,463 mi

Clayton, NC

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Clayton, NC

Unscored
$3,598147,977 mi

Comparison: 5 similar vehicles

Clayton, NC

2005 Chrysler PT Cruiser LIMITED

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

2005 Chrysler PT Cruiser LIMITED

Clayton, NC

UnscoredInsufficient · 0
$3,598101,877 mi

Clayton, NC

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Clayton, NC

Unscored
$3,600185,004 mi

Comparison: 13 similar vehicles

Clayton, NC

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Clayton, NC

Unscored
$3,600225,305 mi

Comparison: 9 similar vehicles

Clayton, NC

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Clayton, NC

UnscoredInsufficient · 3
$3,800157,146 mi

Comparison: 3 similar vehicles

Clayton, NC

2005 Mercury Grand Marquis LS

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

2005 Mercury Grand Marquis LS

Clayton, NC

Unscored
$3,898146,697 mi

Comparison: 6 similar vehicles

Clayton, NC

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Clayton, NC

Unscored
$3,900169,360 mi

Comparison: 13 similar vehicles

Clayton, NC

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Clayton, NC

Unscored
$3,900170,860 mi

Comparison: 13 similar vehicles

Clayton, NC

2017 Ford Escape SE

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

2017 Ford Escape SE

Clayton, NC

Unscored
$3,900136,152 mi

Comparison: 66 similar vehicles

Clayton, NC

2016 Kia Soul Base

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

2016 Kia Soul Base

Clayton, NC

Unscored
$3,900199,205 mi

Comparison: 5 similar vehicles

Clayton, NC

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Clayton, NC

UnscoredInsufficient · 3
$3,900181,736 mi

Comparison: 3 similar vehicles

Clayton, NC

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Clayton, NC

Unscored
$3,900294,825 mi

Comparison: 7 similar vehicles

Clayton, NC

2014 Volkswagen Tiguan SEL

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

2014 Volkswagen Tiguan SEL

Clayton, NC

Unscored
$3,900173,727 mi

Comparison: 10 similar vehicles

Clayton, NC

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Clayton, NC

Unscored
$3,900160,961 mi

Comparison: 12 similar vehicles

Clayton, NC

2013 Ford Focus SE

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

2013 Ford Focus SE

Clayton, NC

UnscoredInsufficient · 3
$3,900151,818 mi

Comparison: 3 similar vehicles

Clayton, NC

2013 Lincoln MKS Base

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

2013 Lincoln MKS Base

Clayton, NC

Unscored
$3,900223,737 mi

Comparison: 14 similar vehicles

Clayton, NC

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Clayton, NC

Fair PriceLimited · 12
$3,90080,111 mi

Market: $1,200 – $8,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Clayton, NC

2012 Nissan Altima S

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

2012 Nissan Altima S

Clayton, NC

Unscored
$3,900204,581 mi

Comparison: 26 similar vehicles

Clayton, NC

2012 Ford Fusion Sport

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

2012 Ford Fusion Sport

Clayton, NC

Unscored
$3,900171,249 mi

Comparison: 7 similar vehicles

Clayton, NC

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Clayton, NC

Unscored
$3,900209,378 mi

Comparison: 22 similar vehicles

Clayton, NC

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Clayton, NC

UnscoredInsufficient · 0
$3,900138,385 mi

Clayton, NC

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Clayton, NC

Unscored
$3,90084,354 mi

Comparison: 6 similar vehicles

Clayton, NC

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Clayton, NC

Unscored
$3,900384,726 mi

Comparison: 17 similar vehicles

Clayton, NC

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Clayton, NC

Unscored
$3,900255,087 mi

Comparison: 11 similar vehicles

Clayton, NC

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Clayton, NC

Unscored
$3,985218,386 mi

Comparison: 11 similar vehicles

Clayton, NC

2008 Chrysler Town & Country LX

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

2008 Chrysler Town & Country LX

Clayton, NC

UnscoredInsufficient · 0
$4,000169,272 mi

Clayton, NC

2007 Honda Civic LX

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

2007 Honda Civic LX

Clayton, NC

Unscored
$4,000229,000 mi

Comparison: 14 similar vehicles

Clayton, NC

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Clayton, NC

UnscoredInsufficient · 3
$4,200194,220 mi

Comparison: 3 similar vehicles

Clayton, NC

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Clayton, NC

Unscored
$4,300145,575 mi

Comparison: 7 similar vehicles

Clayton, NC

2013 Ford Fiesta S

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

2013 Ford Fiesta S

Clayton, NC

UnscoredInsufficient · 0
$4,499111,113 mi

Clayton, NC

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Clayton, NC

Unscored
$4,500132,932 mi

Comparison: 20 similar vehicles

Clayton, NC

2017 Ford Escape SE

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

2017 Ford Escape SE

Clayton, NC

Unscored
$4,598164,585 mi

Comparison: 66 similar vehicles

Clayton, NC

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Clayton, NC

Fair PriceLimited · 18
$4,598109,901 mi

Market: $3,995 – $10,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Clayton, NC

2013 Buick Encore Base

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

2013 Buick Encore Base

Clayton, NC

Fair PriceLimited · 10
$4,59895,710 mi

Market: $2,495 – $10,295

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 268 days listed (based on current market benchmarks)

Clayton, NC

2011 Kia Forte EX

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

2011 Kia Forte EX

Clayton, NC

UnscoredInsufficient · 3
$4,59877,776 mi

Comparison: 3 similar vehicles

Clayton, NC

2006 Buick Lucerne CXS

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

2006 Buick Lucerne CXS

Clayton, NC

UnscoredInsufficient · 0
$4,598133,815 mi

Clayton, NC

2005 BMW 5 Series 545i

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

2005 BMW 5 Series 545i

Clayton, NC

UnscoredInsufficient · 0
$4,598138,447 mi

Clayton, NC

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Clayton, NC

UnscoredInsufficient · 3
$4,598170,341 mi

Comparison: 3 similar vehicles

Clayton, NC

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Clayton, NC

Unscored
$4,600145,523 mi

Comparison: 22 similar vehicles

Clayton, NC

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Clayton, NC

Unscored
$4,600201,644 mi

Comparison: 34 similar vehicles

Clayton, NC

2013 FIAT 500 Pop

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

2013 FIAT 500 Pop

Clayton, NC

UnscoredInsufficient · 4
$4,60078,747 mi

Comparison: 4 similar vehicles

Clayton, NC

2013 Kia Optima EX

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

2013 Kia Optima EX

Clayton, NC

Unscored
$4,600216,728 mi

Comparison: 17 similar vehicles

Clayton, NC

2012 MINI Cooper S

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

2012 MINI Cooper S

Clayton, NC

Unscored
$4,600159,459 mi

Comparison: 35 similar vehicles

Clayton, NC

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Clayton, NC

UnscoredInsufficient · 3
$4,600197,952 mi

Comparison: 3 similar vehicles

Clayton, NC

2008 Nissan Altima S

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

2008 Nissan Altima S

Clayton, NC

UnscoredInsufficient · 3
$4,600141,151 mi

Comparison: 3 similar vehicles

Clayton, NC

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Clayton, NC

Unscored
$4,600161,358 mi

Comparison: 7 similar vehicles

Clayton, NC

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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