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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

707 listings found

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Henderson, NC

UnscoredLimited · 15
$2,500336,067 mi

Comparison: 15 similar vehicles

Henderson, NC

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Appomattox, VA

UnscoredRobust · 108
$2,500243,835 mi

Comparison: 108 similar vehicles

Appomattox, VA

2004 Mitsubishi Lancer ES

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

2004 Mitsubishi Lancer ES

Warrenton, NC

UnscoredInsufficient · 0
$2,999168,451 mi

Warrenton, NC

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Henderson, NC

UnscoredLimited · 6
$3,500212,923 mi

Comparison: 6 similar vehicles

Henderson, NC

2005 Honda Civic LX

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

2005 Honda Civic LX

Emporia, VA

UnscoredLimited · 5
$3,600312,294 mi

Comparison: 5 similar vehicles

Emporia, VA

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Emporia, VA

UnscoredLimited · 17
$3,844131,390 mi

Comparison: 17 similar vehicles

Emporia, VA

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Powhatan, VA

UnscoredModerate · 34
$3,899224,485 mi

Comparison: 34 similar vehicles

Powhatan, VA

2010 Chevrolet Impala Police Sedan

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

2010 Chevrolet Impala Police Sedan

Emporia, VA

UnscoredInsufficient · 0
$3,900151,133 mi

Emporia, VA

2007 Honda Civic LX

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

2007 Honda Civic LX

Emporia, VA

UnscoredModerate · 30
$3,900227,555 mi

Comparison: 30 similar vehicles

Emporia, VA

2013 Chevrolet Malibu 1SA

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

2013 Chevrolet Malibu 1SA

Henderson, NC

UnscoredInsufficient · 4
$3,999158,520 mi

Comparison: 4 similar vehicles

Henderson, NC

2007 Volvo S40 2.4i

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

2007 Volvo S40 2.4i

Powhatan, VA

UnscoredInsufficient · 0
$3,999184,848 mi

Powhatan, VA

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Henderson, NC

UnscoredLimited · 5
$4,000115,613 mi

Comparison: 5 similar vehicles

Henderson, NC

2011 Lincoln Town Car Executive

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

2011 Lincoln Town Car Executive

Burkeville, VA

UnscoredInsufficient · 0
$4,000309,523 mi

Burkeville, VA

2004 Honda Accord EX

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

2004 Honda Accord EX

Powhatan, VA

UnscoredLimited · 6
$4,399225,646 mi

Comparison: 6 similar vehicles

Powhatan, VA

2004 Lexus ES 330

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

2004 Lexus ES 330

Powhatan, VA

UnscoredLimited · 9
$4,399191,817 mi

Comparison: 9 similar vehicles

Powhatan, VA

2015 Ford Focus SE

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

2015 Ford Focus SE

Keysville, VA

UnscoredModerate · 39
$4,400163,025 mi

Comparison: 39 similar vehicles

Keysville, VA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Henderson, NC

UnscoredRobust · 145
$4,800187,740 mi

Comparison: 145 similar vehicles

Henderson, NC

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Emporia, VA

UnscoredModerate · 30
$4,800182,458 mi

Comparison: 30 similar vehicles

Emporia, VA

2006 Kia Optima EX

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

2006 Kia Optima EX

Henderson, NC

UnscoredInsufficient · 0
$4,800119,053 mi

Henderson, NC

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Emporia, VA

UnscoredInsufficient · 0
$4,900136,184 mi

Emporia, VA

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Roanoke Rapids, NC

UnscoredModerate · 34
$4,995198,347 mi

Comparison: 34 similar vehicles

Roanoke Rapids, NC

2003 Pontiac Grand Am SE

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

2003 Pontiac Grand Am SE

Lunenburg, VA

UnscoredInsufficient · 0
$4,995152,200 mi

Lunenburg, VA

1999 Honda Accord EX

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

1999 Honda Accord EX

Petersburg, VA

UnscoredInsufficient · 0
$4,995202,831 mi

Petersburg, VA

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Powhatan, VA

UnscoredLimited · 7
$4,999108,281 mi

Comparison: 7 similar vehicles

Powhatan, VA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Powhatan, VA

UnscoredModerate · 36
$4,999160,849 mi

Comparison: 36 similar vehicles

Powhatan, VA

2009 Chevrolet Aveo 1LT

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

2009 Chevrolet Aveo 1LT

Warrenton, NC

UnscoredInsufficient · 0
$4,99993,365 mi

Warrenton, NC

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Powhatan, VA

UnscoredLimited · 6
$4,999132,401 mi

Comparison: 6 similar vehicles

Powhatan, VA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Powhatan, VA

UnscoredInsufficient · 4
$4,999224,653 mi

Comparison: 4 similar vehicles

Powhatan, VA

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Henderson, NC

UnscoredLimited · 5
$5,00093,171 mi

Comparison: 5 similar vehicles

Henderson, NC

2016 Kia Forte LX

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

2016 Kia Forte LX

Henderson, NC

UnscoredModerate · 33
$5,399130,236 mi

Comparison: 33 similar vehicles

Henderson, NC

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Emporia, VA

UnscoredLimited · 13
$5,495158,104 mi

Comparison: 13 similar vehicles

Emporia, VA

2017 Ford Focus S

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

2017 Ford Focus S

Henderson, NC

UnscoredInsufficient · 3
$5,499124,505 mi

Comparison: 3 similar vehicles

Henderson, NC

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Henderson, NC

UnscoredRobust · 51
$5,499138,591 mi

Comparison: 51 similar vehicles

Henderson, NC

2010 Hyundai Genesis 3.8

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

2010 Hyundai Genesis 3.8

Oxford, NC

UnscoredInsufficient · 0
$5,499155,779 mi

Oxford, NC

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Farmville, VA

UnscoredLimited · 13
$5,599133,933 mi

Comparison: 13 similar vehicles

Farmville, VA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Powhatan, VA

UnscoredLimited · 17
$5,599197,222 mi

Comparison: 17 similar vehicles

Powhatan, VA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Powhatan, VA

UnscoredInsufficient · 3
$5,699112,972 mi

Comparison: 3 similar vehicles

Powhatan, VA

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Roanoke Rapids, NC

Fair PriceLimited · 15
$5,995115,004 mi

Market: $6,248 – $9,597

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)

Roanoke Rapids, NC

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Emporia, VA

UnscoredModerate · 28
$5,995145,306 mi

Comparison: 28 similar vehicles

Emporia, VA

No Photo

2011 Kia Optima Hybrid

Emporia, VA

UnscoredInsufficient · 0
$5,995184,033 mi

Emporia, VA

2010 Mercedes-Benz E-Class E350 Luxury

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

2010 Mercedes-Benz E-Class E350 Luxury

Oxford, NC

UnscoredInsufficient · 4
$5,999145,500 mi

Comparison: 4 similar vehicles

Oxford, NC

2006 Honda Civic LX

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

2006 Honda Civic LX

Powhatan, VA

UnscoredModerate · 28
$5,999160,788 mi

Comparison: 28 similar vehicles

Powhatan, VA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Appomattox, VA

UnscoredLimited · 13
$6,000166,721 mi

Comparison: 13 similar vehicles

Appomattox, VA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Powhatan, VA

UnscoredLimited · 6
$6,000185,302 mi

Comparison: 6 similar vehicles

Powhatan, VA

2014 Chevrolet Sonic LTZ

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

2014 Chevrolet Sonic LTZ

South Hill, VA

UnscoredInsufficient · 3
$6,200127,239 mi

Comparison: 3 similar vehicles

South Hill, VA

2009 Honda Civic LX

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

2009 Honda Civic LX

Emporia, VA

UnscoredModerate · 38
$6,200156,988 mi

Comparison: 38 similar vehicles

Emporia, VA

2015 Ford Focus SE

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

2015 Ford Focus SE

Keysville, VA

UnscoredModerate · 39
$6,294157,885 mi

Comparison: 39 similar vehicles

Keysville, VA

2018 Kia FORTE S

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

2018 Kia FORTE S

Farmville, VA

UnscoredInsufficient · 4
$6,295135,087 mi

Comparison: 4 similar vehicles

Farmville, VA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Farmville, VA

UnscoredInsufficient · 4
$6,296159,133 mi

Comparison: 4 similar vehicles

Farmville, VA

2010 Toyota Corolla Base

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

2010 Toyota Corolla Base

Farmville, VA

UnscoredLimited · 13
$6,298260,785 mi

Comparison: 13 similar vehicles

Farmville, VA

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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