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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

4,466 listings found

2013 Nissan JUKE SV

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

2013 Nissan JUKE SV

Radford, VA

UnscoredLimited · 8
$3,490221,000 mi

Comparison: 8 similar vehicles

Radford, VA

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Radford, VA

UnscoredInsufficient · 0
$4,590139,613 mi

Radford, VA

2008 Ford Edge SE

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

2008 Ford Edge SE

Radford, VA

UnscoredInsufficient · 0
$4,590178,546 mi

Radford, VA

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Fort Chiswell, VA

UnscoredLimited · 6
$4,600158,206 mi

Comparison: 6 similar vehicles

Fort Chiswell, VA

2010 Nissan Murano LE

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

2010 Nissan Murano LE

Radford, VA

UnscoredInsufficient · 3
$4,990132,460 mi

Comparison: 3 similar vehicles

Radford, VA

2000 Cadillac Escalade Base

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

2000 Cadillac Escalade Base

Woodlawn, VA

UnscoredInsufficient · 0
$4,995206,045 mi

Woodlawn, VA

2014 Jeep Grand Cherokee Altitude

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

2014 Jeep Grand Cherokee Altitude

Fairlawn, VA

UnscoredLimited · 9
$5,200215,200 mi

Comparison: 9 similar vehicles

Fairlawn, VA

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Radford, VA

UnscoredLimited · 16
$5,295151,000 mi

Comparison: 16 similar vehicles

Radford, VA

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Fairlawn, VA

UnscoredInsufficient · 3
$5,500166,050 mi

Comparison: 3 similar vehicles

Fairlawn, VA

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Pounding Mill, VA

UnscoredInsufficient · 4
$5,500185,939 mi

Comparison: 4 similar vehicles

Pounding Mill, VA

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Fairlawn, VA

UnscoredRobust · 131
$5,600165,200 mi

Comparison: 131 similar vehicles

Fairlawn, VA

2015 Chevrolet Trax LTZ

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

2015 Chevrolet Trax LTZ

Fairlawn, VA

UnscoredModerate · 29
$5,700147,100 mi

Comparison: 29 similar vehicles

Fairlawn, VA

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Honaker, VA

UnscoredLimited · 10
$5,800186,333 mi

Comparison: 10 similar vehicles

Honaker, VA

2011 Mazda Tribute i Touring

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

2011 Mazda Tribute i Touring

Willis, VA

UnscoredInsufficient · 0
$5,995189,155 mi

Willis, VA

2007 Nissan Murano S

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

2007 Nissan Murano S

Hillsville, VA

UnscoredInsufficient · 0
$5,995187,648 mi

Hillsville, VA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Fairlawn, VA

UnscoredInsufficient · 3
$6,100146,800 mi

Comparison: 3 similar vehicles

Fairlawn, VA

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Fairlawn, VA

UnscoredLimited · 5
$6,200173,700 mi

Comparison: 5 similar vehicles

Fairlawn, VA

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Dublin, VA

UnscoredLimited · 10
$6,298224,022 mi

Comparison: 10 similar vehicles

Dublin, VA

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Radford, VA

UnscoredLimited · 8
$6,490124,357 mi

Comparison: 8 similar vehicles

Radford, VA

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Christiansburg, VA

UnscoredLimited · 6
$6,499107,770 mi

Comparison: 6 similar vehicles

Christiansburg, VA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Pembroke, VA

Fair PriceLimited · 14
$6,900111,870 mi

Market: $5,800 – $12,599

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Pembroke, VA

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Hillsville, VA

UnscoredLimited · 5
$6,995172,679 mi

Comparison: 5 similar vehicles

Hillsville, VA

2006 Nissan Pathfinder SE

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

2006 Nissan Pathfinder SE

Christiansburg, VA

UnscoredInsufficient · 0
$6,99583,582 mi

Christiansburg, VA

2009 Hyundai Tucson Limited

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

2009 Hyundai Tucson Limited

Hillsville, VA

UnscoredInsufficient · 0
$6,99998,918 mi

Hillsville, VA

2013 Acura MDX Technology Package

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

2013 Acura MDX Technology Package

Pembroke, VA

UnscoredLimited · 6
$7,495174,535 mi

Comparison: 6 similar vehicles

Pembroke, VA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Willis, VA

Fair PriceLimited · 17
$7,49594,024 mi

Market: $3,995 – $7,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Willis, VA

2015 Ford Escape SE

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

2015 Ford Escape SE

Radford, VA

UnscoredLimited · 8
$7,590128,000 mi

Comparison: 8 similar vehicles

Radford, VA

2016 Ford Escape SE

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

2016 Ford Escape SE

Wytheville, VA

Fair PriceRobust · 57
$7,69994,838 mi

Market: $5,400 – $12,995

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Wytheville, VA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Hillsville, VA

UnscoredRobust · 137
$7,887149,613 mi

Comparison: 137 similar vehicles

Hillsville, VA

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Dublin, VA

UnscoredLimited · 17
$7,899157,243 mi

Comparison: 17 similar vehicles

Dublin, VA

2007 Nissan Pathfinder SE

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

2007 Nissan Pathfinder SE

Pembroke, VA

UnscoredInsufficient · 0
$7,90082,637 mi

Pembroke, VA

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Radford, VA

Fair PriceRobust · 144
$7,990115,756 mi

Market: $4,745 – $15,094

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Radford, VA

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Hillsville, VA

UnscoredLimited · 5
$7,995133,644 mi

Comparison: 5 similar vehicles

Hillsville, VA

2018 Ford Escape SE

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

2018 Ford Escape SE

Christiansburg, VA

UnscoredInsufficient · 4
$7,995162,241 mi

Comparison: 4 similar vehicles

Christiansburg, VA

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Hillsville, VA

Fair PriceModerate · 40
$7,995115,723 mi

Market: $7,499 – $15,998

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Hillsville, VA

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

Willis, VA

UnscoredInsufficient · 0
$7,995162,312 mi

Willis, VA

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Christiansburg, VA

UnscoredInsufficient · 3
$7,999110,395 mi

Comparison: 3 similar vehicles

Christiansburg, VA

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Christiansburg, VA

UnscoredModerate · 25
$7,999122,418 mi

Comparison: 25 similar vehicles

Christiansburg, VA

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Hillsville, VA

UnscoredRobust · 97
$7,999129,734 mi

Comparison: 97 similar vehicles

Hillsville, VA

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Galax, VA

Fair PriceModerate · 33
$7,999110,947 mi

Market: $3,900 – $12,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Galax, VA

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Hillsville, VA

UnscoredModerate · 45
$7,999137,897 mi

Comparison: 45 similar vehicles

Hillsville, VA

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Hillsville, VA

UnscoredModerate · 35
$7,999148,904 mi

Comparison: 35 similar vehicles

Hillsville, VA

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Galax, VA

UnscoredModerate · 32
$7,999145,838 mi

Comparison: 32 similar vehicles

Galax, VA

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Pembroke, VA

UnscoredModerate · 23
$7,999155,414 mi

Comparison: 23 similar vehicles

Pembroke, VA

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Honaker, VA

UnscoredLimited · 17
$8,000136,094 mi

Comparison: 17 similar vehicles

Honaker, VA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Honaker, VA

UnscoredRobust · 67
$8,495156,608 mi

Comparison: 67 similar vehicles

Honaker, VA

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Christiansburg, VA

UnscoredLimited · 6
$8,499148,585 mi

Comparison: 6 similar vehicles

Christiansburg, VA

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Christiansburg, VA

Fair PriceLimited · 18
$8,49989,116 mi

Market: $4,900 – $14,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Christiansburg, VA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Princeton, WV

UnscoredRobust · 66
$8,500125,702 mi

Comparison: 66 similar vehicles

Princeton, WV

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Pulaski, VA

UnscoredInsufficient · 3
$8,631160,183 mi

Comparison: 3 similar vehicles

Pulaski, 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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