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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

2,864 listings found

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Midlothian, VA

Unscored
$5,195212,862 mi

Comparison: 8 similar vehicles

Midlothian, VA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Midlothian, VA

UnscoredInsufficient · 4
$5,345152,829 mi

Comparison: 4 similar vehicles

Midlothian, VA

2006 Volvo S60 2.5T

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

2006 Volvo S60 2.5T

Midlothian, VA

UnscoredInsufficient · 3
$6,299167,139 mi

Comparison: 3 similar vehicles

Midlothian, VA

2008 Honda Accord LX-S

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

2008 Honda Accord LX-S

Midlothian, VA

UnscoredInsufficient · 0
$6,475179,849 mi

Midlothian, VA

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Midlothian, VA

Unscored
$6,995150,771 mi

Comparison: 7 similar vehicles

Midlothian, VA

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Midlothian, VA

UnscoredInsufficient · 4
$7,345142,032 mi

Comparison: 4 similar vehicles

Midlothian, VA

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Midlothian, VA

Unscored
$7,345135,442 mi

Comparison: 6 similar vehicles

Midlothian, VA

No Photo

2008 Honda Accord EX-L V6

Midlothian, VA

UnscoredInsufficient · 3
$7,475148,649 mi

Comparison: 3 similar vehicles

Midlothian, VA

2005 Honda Civic EX

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

2005 Honda Civic EX

Midlothian, VA

UnscoredInsufficient · 0
$7,475118,845 mi

Midlothian, VA

2009 Nissan Altima

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

2009 Nissan Altima

Midlothian, VA

UnscoredInsufficient · 0
$7,79582,771 mi

Midlothian, VA

2004 Toyota Celica

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

2004 Toyota Celica

Midlothian, VA

UnscoredInsufficient · 0
$7,798102,334 mi

Midlothian, VA

2016 Kia Optima LX

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

2016 Kia Optima LX

Midlothian, VA

Unscored
$7,845128,900 mi

Comparison: 53 similar vehicles

Midlothian, VA

1993 Jeep Wrangler / YJ

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

1993 Jeep Wrangler / YJ

Midlothian, VA

UnscoredInsufficient · 0
$7,975180,012 mi

Midlothian, VA

2016 Nissan LEAF SV

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

2016 Nissan LEAF SV

Midlothian, VA

UnscoredInsufficient · 0
$7,99538,426 mi

Midlothian, VA

2013 Mazda Mazda2 Sport

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

2013 Mazda Mazda2 Sport

Midlothian, VA

UnscoredInsufficient · 0
$8,022105,519 mi

Midlothian, VA

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Midlothian, VA

Unscored
$8,293175,863 mi

Comparison: 24 similar vehicles

Midlothian, VA

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Midlothian, VA

Unscored
$8,345119,214 mi

Comparison: 5 similar vehicles

Midlothian, VA

2021 Volkswagen Passat SE

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

2021 Volkswagen Passat SE

Midlothian, VA

Unscored
$8,445155,686 mi

Comparison: 11 similar vehicles

Midlothian, VA

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Midlothian, VA

Unscored
$8,475196,802 mi

Comparison: 73 similar vehicles

Midlothian, VA

2016 Kia Soul Base

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

2016 Kia Soul Base

Midlothian, VA

UnscoredInsufficient · 4
$8,775102,035 mi

Comparison: 4 similar vehicles

Midlothian, VA

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Midlothian, VA

Unscored
$8,799171,630 mi

Comparison: 27 similar vehicles

Midlothian, VA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Midlothian, VA

Unscored
$8,950126,115 mi

Comparison: 8 similar vehicles

Midlothian, VA

2015 Hyundai Tucson Limited

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

2015 Hyundai Tucson Limited

Midlothian, VA

UnscoredInsufficient · 3
$8,99593,000 mi

Comparison: 3 similar vehicles

Midlothian, VA

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Midlothian, VA

Unscored
$8,995150,656 mi

Comparison: 46 similar vehicles

Midlothian, VA

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Midlothian, VA

OverpricedLimited · 12
$8,998112,824 mi

Market: $2,999 – $6,495

Comparison: 12 similar vehicles

Priced ~39% above the typical market range for similar vehicles (based on current market benchmarks)

Midlothian, VA

2015 BMW X3 xDrive28i

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

2015 BMW X3 xDrive28i

Midlothian, VA

Unscored
$8,998138,785 mi

Comparison: 7 similar vehicles

Midlothian, VA

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Midlothian, VA

Unscored
$9,275136,772 mi

Comparison: 5 similar vehicles

Midlothian, VA

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Midlothian, VA

Unscored
$9,345129,118 mi

Comparison: 81 similar vehicles

Midlothian, VA

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Midlothian, VA

Unscored
$9,475197,983 mi

Comparison: 9 similar vehicles

Midlothian, VA

2005 INFINITI G35 Coupe Base

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

2005 INFINITI G35 Coupe Base

Midlothian, VA

UnscoredInsufficient · 3
$9,49581,108 mi

Comparison: 3 similar vehicles

Midlothian, VA

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Midlothian, VA

UnscoredInsufficient · 3
$9,549127,072 mi

Comparison: 3 similar vehicles

Midlothian, VA

2017 Chrysler Pacifica LX

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

2017 Chrysler Pacifica LX

Midlothian, VA

Unscored
$9,949122,151 mi

Comparison: 10 similar vehicles

Midlothian, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Midlothian, VA

Fair PriceModerate · 25
$9,950117,341 mi

Market: $5,794 – $12,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Midlothian, VA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Midlothian, VA

Unscored
$9,975165,070 mi

Comparison: 15 similar vehicles

Midlothian, VA

2011 Ford Ranger XL

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

2011 Ford Ranger XL

Midlothian, VA

Unscored
$9,975176,288 mi

Comparison: 5 similar vehicles

Midlothian, VA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Midlothian, VA

Fair PriceRobust · 66
$9,97593,863 mi

Market: $4,495 – $14,046

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Midlothian, VA

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Midlothian, VA

Unscored
$9,995122,253 mi

Comparison: 6 similar vehicles

Midlothian, VA

2015 Honda Civic Si

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

2015 Honda Civic Si

Midlothian, VA

Unscored
$9,995146,899 mi

Comparison: 17 similar vehicles

Midlothian, VA

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Midlothian, VA

OverpricedLimited · 10
$9,995126,118 mi

Market: $5,300 – $7,999

Comparison: 10 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Midlothian, VA

2005 Honda Accord HYBRID

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

2005 Honda Accord HYBRID

Midlothian, VA

UnscoredInsufficient · 3
$9,99565,329 mi

Comparison: 3 similar vehicles

Midlothian, VA

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Midlothian, VA

Unscored
$9,998128,525 mi

Comparison: 18 similar vehicles

Midlothian, VA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Midlothian, VA

OverpricedModerate · 28
$9,99897,219 mi

Market: $3,700 – $8,999

Comparison: 28 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Midlothian, VA

2014 Mercedes-Benz C-Class C350 Sport

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

2014 Mercedes-Benz C-Class C350 Sport

Midlothian, VA

UnscoredInsufficient · 0
$10,310107,877 mi

Midlothian, VA

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Midlothian, VA

Unscored
$10,345143,960 mi

Comparison: 10 similar vehicles

Midlothian, VA

2017 Kia Forte LX

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

2017 Kia Forte LX

Midlothian, VA

UnscoredInsufficient · 4
$10,34559,131 mi

Comparison: 4 similar vehicles

Midlothian, VA

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Midlothian, VA

Fair PriceLimited · 10
$10,34596,223 mi

Market: $9,050 – $15,395

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Midlothian, VA

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Midlothian, VA

Unscored
$10,345154,180 mi

Comparison: 12 similar vehicles

Midlothian, VA

2008 Ford Ranger Sport

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

2008 Ford Ranger Sport

Midlothian, VA

UnscoredInsufficient · 0
$10,475128,874 mi

Midlothian, VA

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Midlothian, VA

Unscored
$10,495132,531 mi

Comparison: 8 similar vehicles

Midlothian, VA

2007 Chevrolet Colorado LT

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

2007 Chevrolet Colorado LT

Midlothian, VA

UnscoredInsufficient · 3
$10,741141,135 mi

Comparison: 3 similar vehicles

Midlothian, 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.
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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