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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

1,940 listings found

2001 Ford Explorer Sport

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

2001 Ford Explorer Sport

Fort Smith, AR

UnscoredInsufficient · 0
$1,995195,000 mi

Fort Smith, AR

2001 Honda CR-V LX

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

2001 Honda CR-V LX

Fort Smith, AR

UnscoredInsufficient · 0
$2,450231,199 mi

Fort Smith, AR

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Fort Smith, AR

UnscoredLimited · 5
$2,495195,000 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Fort Smith, AR

UnscoredModerate · 20
$2,500272,642 mi

Comparison: 20 similar vehicles

Fort Smith, AR

2001 Chevrolet Blazer LT

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

2001 Chevrolet Blazer LT

Fort Smith, AR

UnscoredInsufficient · 0
$2,500213,859 mi

Fort Smith, AR

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Van Buren, AR

UnscoredInsufficient · 4
$2,750251,000 mi

Comparison: 4 similar vehicles

Van Buren, AR

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Fort Smith, AR

UnscoredLimited · 6
$2,795186,000 mi

Comparison: 6 similar vehicles

Fort Smith, AR

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

Fort Smith, AR

UnscoredInsufficient · 4
$2,900230,549 mi

Comparison: 4 similar vehicles

Fort Smith, AR

2010 GMC Terrain SLT-1

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

2010 GMC Terrain SLT-1

Fort Smith, AR

UnscoredInsufficient · 0
$2,995168,472 mi

Fort Smith, AR

2003 Kia Sorento LX

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

2003 Kia Sorento LX

Van Buren, AR

UnscoredInsufficient · 0
$3,200243,000 mi

Van Buren, AR

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Van Buren, AR

UnscoredInsufficient · 0
$3,400190,000 mi

Van Buren, AR

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Fort Smith, AR

UnscoredInsufficient · 0
$3,500178,000 mi

Fort Smith, AR

2000 Kia Sportage Base

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

2000 Kia Sportage Base

Van Buren, AR

UnscoredInsufficient · 0
$3,950117,000 mi

Van Buren, AR

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Fort Smith, AR

UnscoredInsufficient · 0
$3,995187,559 mi

Fort Smith, AR

2009 Dodge Nitro SE

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

2009 Dodge Nitro SE

Fort Smith, AR

UnscoredInsufficient · 0
$3,995252,093 mi

Fort Smith, AR

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Fort Smith, AR

UnscoredInsufficient · 3
$3,995255,000 mi

Comparison: 3 similar vehicles

Fort Smith, AR

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Fort Smith, AR

UnscoredInsufficient · 0
$4,500248,500 mi

Fort Smith, AR

2000 Nissan Pathfinder SE

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

2000 Nissan Pathfinder SE

Greenwood, AR

UnscoredInsufficient · 0
$4,500202,354 mi

Greenwood, AR

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Van Buren, AR

UnscoredInsufficient · 0
$4,650203,000 mi

Van Buren, AR

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Van Buren, AR

UnscoredInsufficient · 0
$4,700170,000 mi

Van Buren, AR

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Greenwood, AR

Fair PriceRobust · 70
$4,800102,810 mi

Market: $3,995 – $19,999

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Greenwood, AR

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Van Buren, AR

UnscoredLimited · 9
$4,900239,892 mi

Comparison: 9 similar vehicles

Van Buren, AR

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Van Buren, AR

UnscoredLimited · 5
$4,900200,670 mi

Comparison: 5 similar vehicles

Van Buren, AR

2011 Nissan JUKE S

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

2011 Nissan JUKE S

Sallisaw, OK

UnscoredInsufficient · 3
$4,950174,187 mi

Comparison: 3 similar vehicles

Sallisaw, OK

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Van Buren, AR

UnscoredLimited · 12
$4,995202,000 mi

Comparison: 12 similar vehicles

Van Buren, AR

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Fort Smith, AR

UnscoredLimited · 10
$4,995209,726 mi

Comparison: 10 similar vehicles

Fort Smith, AR

2004 Honda Element EX

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

2004 Honda Element EX

Fort Smith, AR

UnscoredInsufficient · 0
$4,995206,616 mi

Fort Smith, AR

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Poteau, OK

UnscoredLimited · 6
$4,999201,283 mi

Comparison: 6 similar vehicles

Poteau, OK

2008 GMC Yukon SLE1

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

2008 GMC Yukon SLE1

Van Buren, AR

UnscoredLimited · 5
$5,400169,000 mi

Comparison: 5 similar vehicles

Van Buren, AR

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Van Buren, AR

UnscoredInsufficient · 4
$5,600158,000 mi

Comparison: 4 similar vehicles

Van Buren, AR

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

Van Buren, AR

Fair PriceLimited · 12
$5,70089,000 mi

Market: $4,490 – $6,748

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Van Buren, AR

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Van Buren, AR

UnscoredModerate · 38
$5,700242,000 mi

Comparison: 38 similar vehicles

Van Buren, AR

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Van Buren, AR

UnscoredLimited · 5
$5,700209,000 mi

Comparison: 5 similar vehicles

Van Buren, AR

2006 Ford Expedition Eddie Bauer

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

2006 Ford Expedition Eddie Bauer

Van Buren, AR

UnscoredInsufficient · 0
$5,700192,000 mi

Van Buren, AR

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Van Buren, AR

UnscoredModerate · 42
$5,900210,074 mi

Comparison: 42 similar vehicles

Van Buren, AR

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Fort Smith, AR

UnscoredInsufficient · 3
$5,950113,123 mi

Comparison: 3 similar vehicles

Fort Smith, AR

2012 Ford Expedition Limited

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

2012 Ford Expedition Limited

Van Buren, AR

UnscoredInsufficient · 3
$5,995198,381 mi

Comparison: 3 similar vehicles

Van Buren, AR

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Van Buren, AR

UnscoredRobust · 50
$6,495219,000 mi

Comparison: 50 similar vehicles

Van Buren, AR

2013 Audi Q7 S line Prestige

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

2013 Audi Q7 S line Prestige

Fort Smith, AR

UnscoredInsufficient · 0
$6,500136,368 mi

Fort Smith, AR

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Van Buren, AR

UnscoredLimited · 6
$6,750175,000 mi

Comparison: 6 similar vehicles

Van Buren, AR

2018 Buick Encore Essence

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

2018 Buick Encore Essence

Van Buren, AR

UnscoredInsufficient · 3
$6,895125,000 mi

Comparison: 3 similar vehicles

Van Buren, AR

2011 Nissan Armada Platinum

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

2011 Nissan Armada Platinum

Van Buren, AR

UnscoredLimited · 6
$6,895202,000 mi

Comparison: 6 similar vehicles

Van Buren, AR

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Van Buren, AR

UnscoredLimited · 6
$6,900134,867 mi

Comparison: 6 similar vehicles

Van Buren, AR

2009 BMW X5 xDrive30i

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

2009 BMW X5 xDrive30i

Sallisaw, OK

UnscoredInsufficient · 0
$6,950147,905 mi

Sallisaw, OK

2012 Lincoln MKT EcoBoost

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

2012 Lincoln MKT EcoBoost

Pocola, OK

UnscoredInsufficient · 3
$6,999207,531 mi

Comparison: 3 similar vehicles

Pocola, OK

No Photo

2010 Dodge Journey SE

Fort Smith, AR

UnscoredInsufficient · 0
$6,999125,676 mi

Fort Smith, AR

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Van Buren, AR

UnscoredLimited · 6
$7,250101,000 mi

Comparison: 6 similar vehicles

Van Buren, AR

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Greenwood, AR

UnscoredInsufficient · 3
$7,500101,139 mi

Comparison: 3 similar vehicles

Greenwood, AR

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Paris, AR

UnscoredRobust · 51
$7,613215,357 mi

Comparison: 51 similar vehicles

Paris, AR

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Van Buren, AR

UnscoredLimited · 19
$7,900139,683 mi

Comparison: 19 similar vehicles

Van Buren, 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 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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