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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 14, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

3,656 listings found

2008 Subaru Outback Base

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

2008 Subaru Outback Base

Hot Springs, AR

UnscoredInsufficient · 0
$2,900195,000 mi

Hot Springs, AR

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Hot Springs, AR

Unscored
$2,999Mileage not verified

Comparison: 6 similar vehicles

Hot Springs, AR

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Hot Springs, AR

UnscoredInsufficient · 0
$3,809177,687 mi

Hot Springs, AR

2001 Chevrolet Silverado

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

2001 Chevrolet Silverado

Russellville, AR

UnscoredInsufficient · 0
$3,899278,321 mi

Russellville, AR

2013 Buick Encore Base

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

2013 Buick Encore Base

Hot Springs, AR

UnscoredInsufficient · 0
$3,995124,600 mi

Hot Springs, AR

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Russellville, AR

UnscoredInsufficient · 0
$4,129251,460 mi

Russellville, AR

2011 Nissan Murano S

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

2011 Nissan Murano S

Russellville, AR

UnscoredInsufficient · 0
$4,311110,697 mi

Russellville, AR

No Photo

2006 Chrysler PT Cruiser Touring Edition

Hot Springs, AR

UnscoredInsufficient · 0
$4,375Mileage not verified

Hot Springs, AR

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Russellville, AR

Unscored
$4,995290,395 mi

Comparison: 8 similar vehicles

Russellville, AR

2011 Chevrolet Impala Police Sedan

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

2011 Chevrolet Impala Police Sedan

Hot Springs, AR

UnscoredInsufficient · 0
$4,999118,222 mi

Hot Springs, AR

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Danville, AR

Unscored
$5,476168,173 mi

Comparison: 13 similar vehicles

Danville, AR

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Russellville, AR

Fair PriceLimited · 15
$5,495119,155 mi

Market: $4,277 – $8,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Russellville, AR

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Hot Springs, AR

UnscoredInsufficient · 3
$5,499167,390 mi

Comparison: 3 similar vehicles

Hot Springs, AR

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Hot Springs, AR

Fair PriceLimited · 14
$5,700119,200 mi

Market: $3,500 – $9,395

Comparison: 14 similar vehicles

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

Hot Springs, AR

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Russellville, AR

Unscored
$5,890136,742 mi

Comparison: 9 similar vehicles

Russellville, AR

2016 Nissan Altima S

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

2016 Nissan Altima S

Hot Springs, AR

Unscored
$5,899198,093 mi

Comparison: 44 similar vehicles

Hot Springs, AR

2013 Land Rover LR2 Base

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

2013 Land Rover LR2 Base

Hot Springs, AR

UnscoredInsufficient · 0
$5,90089,280 mi

Hot Springs, AR

2005 Dodge Durango ST

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

2005 Dodge Durango ST

Hot Springs, AR

UnscoredInsufficient · 0
$5,900188,000 mi

Hot Springs, AR

2011 Hyundai Tucson GLS

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

2011 Hyundai Tucson GLS

Russellville, AR

Unscored
$5,995121,488 mi

Comparison: 5 similar vehicles

Russellville, AR

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Hot Springs, AR

Unscored
$5,999159,961 mi

Comparison: 9 similar vehicles

Hot Springs, AR

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Hot Springs, AR

UnscoredInsufficient · 3
$5,999130,671 mi

Comparison: 3 similar vehicles

Hot Springs, AR

2004 Mercedes-Benz SLK-Class SLK320

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

2004 Mercedes-Benz SLK-Class SLK320

Hot Springs, AR

UnscoredInsufficient · 0
$5,999138,452 mi

Hot Springs, AR

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Hot Springs, AR

Unscored
$6,200152,958 mi

Comparison: 6 similar vehicles

Hot Springs, AR

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Hot Springs, AR

Unscored
$6,500154,267 mi

Comparison: 28 similar vehicles

Hot Springs, AR

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Hot Springs, AR

UnscoredInsufficient · 3
$6,500205,709 mi

Comparison: 3 similar vehicles

Hot Springs, AR

2015 Ford Focus SE

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

2015 Ford Focus SE

Hot Springs, AR

Unscored
$6,599172,465 mi

Comparison: 6 similar vehicles

Hot Springs, AR

2015 Ford C-Max SE

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

2015 Ford C-Max SE

Russellville, AR

UnscoredInsufficient · 0
$6,695177,147 mi

Russellville, AR

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Paris, AR

Unscored
$6,776157,969 mi

Comparison: 13 similar vehicles

Paris, AR

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Russellville, AR

Unscored
$6,895132,570 mi

Comparison: 28 similar vehicles

Russellville, AR

2016 Nissan Altima S

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

2016 Nissan Altima S

Hot Springs, AR

UnscoredInsufficient · 3
$6,950144,657 mi

Comparison: 3 similar vehicles

Hot Springs, AR

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Hot Springs Village, AR

UnscoredInsufficient · 4
$6,995109,531 mi

Comparison: 4 similar vehicles

Hot Springs Village, AR

2012 Scion iQ Base

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

2012 Scion iQ Base

Russellville, AR

UnscoredInsufficient · 0
$6,995123,255 mi

Russellville, AR

2001 GMC Sierra SLE

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

2001 GMC Sierra SLE

Greenwood, AR

UnscoredInsufficient · 0
$6,995218,641 mi

Greenwood, AR

No Photo

2009 Dodge Journey SXT

Hot Springs, AR

UnscoredInsufficient · 3
$7,37599,718 mi

Comparison: 3 similar vehicles

Hot Springs, AR

No Photo

2008 Mercedes-Benz C-Class

Hot Springs, AR

UnscoredInsufficient · 0
$7,375133,084 mi

Hot Springs, AR

No Photo

2006 Jeep Commander Base

Hot Springs, AR

UnscoredInsufficient · 0
$7,375218,567 mi

Hot Springs, AR

2004 Lincoln Town Car Ultimate

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

2004 Lincoln Town Car Ultimate

Hot Springs, AR

UnscoredInsufficient · 0
$7,375192,926 mi

Hot Springs, AR

2012 Toyota Camry XLE Hybrid

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

2012 Toyota Camry XLE Hybrid

Russellville, AR

UnscoredInsufficient · 0
$7,495185,399 mi

Russellville, AR

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Hot Springs, AR

Unscored
$7,499164,473 mi

Comparison: 8 similar vehicles

Hot Springs, AR

2017 Ford Escape SE

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

2017 Ford Escape SE

Hot Springs, AR

UnscoredInsufficient · 4
$7,500140,650 mi

Comparison: 4 similar vehicles

Hot Springs, AR

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Hot Springs, AR

Unscored
$7,500110,737 mi

Comparison: 8 similar vehicles

Hot Springs, AR

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Hot Springs, AR

Unscored
$7,500157,998 mi

Comparison: 22 similar vehicles

Hot Springs, AR

2013 Nissan Frontier S

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

2013 Nissan Frontier S

Russellville, AR

Unscored
$7,500129,187 mi

Comparison: 6 similar vehicles

Russellville, AR

2010 Cadillac SRX Base

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

2010 Cadillac SRX Base

Hot Springs, AR

UnscoredInsufficient · 0
$7,50099,985 mi

Hot Springs, AR

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Hot Springs, AR

UnscoredInsufficient · 3
$7,500161,205 mi

Comparison: 3 similar vehicles

Hot Springs, AR

2012 MINI Countryman S

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

2012 MINI Countryman S

Danville, AR

UnscoredInsufficient · 0
$7,575134,669 mi

Danville, AR

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Hot Springs, AR

UnscoredInsufficient · 3
$7,775177,340 mi

Comparison: 3 similar vehicles

Hot Springs, AR

1998 Lincoln Town Car CARTIER

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

1998 Lincoln Town Car CARTIER

Hot Springs, AR

UnscoredInsufficient · 0
$7,775117,423 mi

Hot Springs, AR

2014 GMC Terrain SLT-1

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

2014 GMC Terrain SLT-1

Hot Springs, AR

UnscoredInsufficient · 3
$7,800100,221 mi

Comparison: 3 similar vehicles

Hot Springs, AR

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Hot Springs, AR

Unscored
$7,889157,113 mi

Comparison: 14 similar vehicles

Hot Springs, AR

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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