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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

8,271 listings found

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Louisa, VA

UnscoredInsufficient · 0
$2,980163,510 mi

Louisa, VA

2005 Volvo XC90 Base

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

2005 Volvo XC90 Base

Powhatan, VA

UnscoredInsufficient · 0
$3,399195,412 mi

Powhatan, VA

2007 Dodge Durango SLT

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

2007 Dodge Durango SLT

Richmond, VA

UnscoredInsufficient · 0
$3,499212,672 mi

Richmond, VA

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Louisa, VA

UnscoredInsufficient · 4
$3,680127,072 mi

Comparison: 4 similar vehicles

Louisa, VA

2009 Mazda CX-9 Sport

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

2009 Mazda CX-9 Sport

Louisa, VA

UnscoredInsufficient · 3
$3,890192,230 mi

Comparison: 3 similar vehicles

Louisa, VA

2007 Acura RDX Base

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

2007 Acura RDX Base

Louisa, VA

UnscoredLimited · 14
$3,980175,359 mi

Comparison: 14 similar vehicles

Louisa, VA

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Appomattox, VA

UnscoredLimited · 6
$3,995377,514 mi

Comparison: 6 similar vehicles

Appomattox, VA

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Farmville, VA

UnscoredModerate · 43
$4,299241,537 mi

Comparison: 43 similar vehicles

Farmville, VA

2004 BMW X3 3.0i

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

2004 BMW X3 3.0i

Charlottesville, VA

UnscoredInsufficient · 4
$4,495171,616 mi

Comparison: 4 similar vehicles

Charlottesville, VA

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Lynchburg, VA

UnscoredLimited · 8
$4,495183,648 mi

Comparison: 8 similar vehicles

Lynchburg, VA

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Amherst, VA

UnscoredInsufficient · 0
$4,499102,532 mi

Amherst, VA

2016 Ford Escape SE

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

2016 Ford Escape SE

Henrico, VA

UnscoredLimited · 14
$4,500202,030 mi

Comparison: 14 similar vehicles

Henrico, VA

2005 BMW X3 3.0i

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

2005 BMW X3 3.0i

Charlottesville, VA

UnscoredInsufficient · 4
$4,500250,000 mi

Comparison: 4 similar vehicles

Charlottesville, VA

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Louisa, VA

UnscoredLimited · 12
$4,680173,379 mi

Comparison: 12 similar vehicles

Louisa, VA

2007 Lexus RX 350

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

2007 Lexus RX 350

Louisa, VA

UnscoredLimited · 13
$4,680200,465 mi

Comparison: 13 similar vehicles

Louisa, VA

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Louisa, VA

UnscoredLimited · 8
$4,690148,313 mi

Comparison: 8 similar vehicles

Louisa, VA

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Oilville, VA

UnscoredLimited · 7
$4,799242,636 mi

Comparison: 7 similar vehicles

Oilville, VA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Oilville, VA

UnscoredLimited · 8
$4,995109,189 mi

Comparison: 8 similar vehicles

Oilville, VA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Lynchburg, VA

UnscoredModerate · 26
$4,995220,084 mi

Comparison: 26 similar vehicles

Lynchburg, VA

2011 Subaru Forester X

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

2011 Subaru Forester X

Madison Heights, VA

UnscoredLimited · 12
$4,995169,075 mi

Comparison: 12 similar vehicles

Madison Heights, VA

2010 Jeep Compass Sport

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

2010 Jeep Compass Sport

Concord, VA

UnscoredInsufficient · 0
$4,995167,626 mi

Concord, VA

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Amherst, VA

UnscoredLimited · 5
$4,999227,753 mi

Comparison: 5 similar vehicles

Amherst, VA

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Powhatan, VA

UnscoredInsufficient · 0
$4,999145,505 mi

Powhatan, VA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Lynchburg, VA

UnscoredModerate · 45
$4,999193,000 mi

Comparison: 45 similar vehicles

Lynchburg, VA

2011 Volkswagen Tiguan SEL

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

2011 Volkswagen Tiguan SEL

Oilville, VA

UnscoredInsufficient · 0
$4,999128,500 mi

Oilville, VA

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

Richmond, VA

UnscoredModerate · 27
$5,172174,545 mi

Comparison: 27 similar vehicles

Richmond, VA

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Lynchburg, VA

UnscoredLimited · 16
$5,195181,977 mi

Comparison: 16 similar vehicles

Lynchburg, VA

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Farmville, VA

UnscoredInsufficient · 4
$5,29988,102 mi

Comparison: 4 similar vehicles

Farmville, VA

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Louisa, VA

Fair PriceLimited · 19
$5,490105,332 mi

Market: $5,700 – $10,900

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 141 days listed (based on current market benchmarks)

Louisa, VA

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Lynchburg, VA

UnscoredLimited · 8
$5,495205,308 mi

Comparison: 8 similar vehicles

Lynchburg, VA

2013 Ford Explorer Utility Police Interceptor

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

2013 Ford Explorer Utility Police Interceptor

Powhatan, VA

UnscoredLimited · 8
$5,499176,547 mi

Comparison: 8 similar vehicles

Powhatan, VA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Madison Heights, VA

Fair PriceRobust · 65
$5,500116,985 mi

Market: $3,500 – $12,990

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Madison Heights, VA

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Richmond, VA

UnscoredLimited · 6
$5,728211,036 mi

Comparison: 6 similar vehicles

Richmond, VA

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Farmville, VA

UnscoredLimited · 14
$5,790125,133 mi

Comparison: 14 similar vehicles

Farmville, VA

2006 BMW X5 3.0i

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

2006 BMW X5 3.0i

Madison Heights, VA

UnscoredInsufficient · 3
$5,795125,182 mi

Comparison: 3 similar vehicles

Madison Heights, VA

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Richmond, VA

UnscoredModerate · 35
$5,828268,455 mi

Comparison: 35 similar vehicles

Richmond, VA

2008 Honda Pilot VALUE PACKAGE

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

2008 Honda Pilot VALUE PACKAGE

Richmond, VA

UnscoredLimited · 7
$5,828172,190 mi

Comparison: 7 similar vehicles

Richmond, VA

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Madison Heights, VA

UnscoredLimited · 13
$5,895211,530 mi

Comparison: 13 similar vehicles

Madison Heights, VA

2016 Ford Flex Limited

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

2016 Ford Flex Limited

Oilville, VA

UnscoredInsufficient · 4
$5,995190,608 mi

Comparison: 4 similar vehicles

Oilville, VA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Oilville, VA

UnscoredLimited · 12
$5,995178,882 mi

Comparison: 12 similar vehicles

Oilville, VA

2014 Nissan Murano S

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

2014 Nissan Murano S

Oilville, VA

UnscoredLimited · 13
$5,995124,835 mi

Comparison: 13 similar vehicles

Oilville, VA

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Oilville, VA

UnscoredLimited · 14
$5,995137,429 mi

Comparison: 14 similar vehicles

Oilville, VA

2009 Chevrolet Suburban LTZ

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

2009 Chevrolet Suburban LTZ

Oilville, VA

UnscoredInsufficient · 4
$5,995217,464 mi

Comparison: 4 similar vehicles

Oilville, VA

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Lunenburg, VA

UnscoredInsufficient · 0
$5,995157,069 mi

Lunenburg, VA

2003 Lincoln Navigator Luxury

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

2003 Lincoln Navigator Luxury

Concord, VA

UnscoredModerate · 22
$5,995198,989 mi

Comparison: 22 similar vehicles

Concord, VA

2000 Mercedes-Benz M-Class ML 320

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

2000 Mercedes-Benz M-Class ML 320

Charlottesville, VA

UnscoredModerate · 25
$5,995166,339 mi

Comparison: 25 similar vehicles

Charlottesville, VA

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Oilville, VA

UnscoredLimited · 9
$5,999155,715 mi

Comparison: 9 similar vehicles

Oilville, VA

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Powhatan, VA

UnscoredLimited · 8
$5,999168,014 mi

Comparison: 8 similar vehicles

Powhatan, VA

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Powhatan, VA

UnscoredLimited · 13
$5,999160,703 mi

Comparison: 13 similar vehicles

Powhatan, VA

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Powhatan, VA

UnscoredRobust · 58
$5,999163,186 mi

Comparison: 58 similar vehicles

Powhatan, 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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