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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 3, 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

7,243 listings found

2015 Buick Verano 1SD

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

2015 Buick Verano 1SD

Cabot, AR

UnscoredInsufficient · 4
$2,995272,279 mi

Comparison: 4 similar vehicles

Cabot, AR

2014 Ford Edge SE

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

2014 Ford Edge SE

Cabot, AR

UnscoredInsufficient · 0
$2,995240,183 mi

Cabot, AR

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Cabot, AR

Unscored
$2,995247,719 mi

Comparison: 18 similar vehicles

Cabot, AR

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Cabot, AR

UnscoredInsufficient · 0
$2,995270,643 mi

Cabot, AR

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Cabot, AR

UnscoredInsufficient · 4
$2,995172,205 mi

Comparison: 4 similar vehicles

Cabot, AR

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Cabot, AR

Unscored
$2,995Mileage not verified

Comparison: 8 similar vehicles

Cabot, AR

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

North Little Rock, AR

Unscored
$3,000283,892 mi

Comparison: 18 similar vehicles

North Little Rock, AR

1992 Ford Econoline

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

1992 Ford Econoline

Greenbrier, AR

UnscoredInsufficient · 0
$3,000152,388 mi

Greenbrier, AR

2006 Audi S4

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

2006 Audi S4

Mountain Home, AR

UnscoredInsufficient · 0
$3,499122,800 mi

Mountain Home, AR

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Conway, AR

UnscoredInsufficient · 0
$3,500195,625 mi

Conway, AR

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Conway, AR

UnscoredInsufficient · 0
$3,829267,988 mi

Conway, 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

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Cabot, AR

Unscored
$3,900161,594 mi

Comparison: 11 similar vehicles

Cabot, AR

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Cabot, AR

Unscored
$3,995134,403 mi

Comparison: 58 similar vehicles

Cabot, AR

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Cabot, AR

Unscored
$3,995217,764 mi

Comparison: 13 similar vehicles

Cabot, AR

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Cabot, AR

Unscored
$3,995149,202 mi

Comparison: 8 similar vehicles

Cabot, AR

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Cabot, AR

Unscored
$3,995142,770 mi

Comparison: 6 similar vehicles

Cabot, AR

2009 Honda Fit Sport

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

2009 Honda Fit Sport

Gassville, AR

UnscoredInsufficient · 4
$3,995161,336 mi

Comparison: 4 similar vehicles

Gassville, AR

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Mountain Home, AR

Unscored
$3,995193,582 mi

Comparison: 13 similar vehicles

Mountain Home, AR

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

North Little Rock, AR

Unscored
$3,999204,208 mi

Comparison: 10 similar vehicles

North Little Rock, AR

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

North Little Rock, AR

Unscored
$3,999198,667 mi

Comparison: 5 similar vehicles

North Little Rock, AR

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Greenbrier, AR

UnscoredInsufficient · 3
$3,999196,025 mi

Comparison: 3 similar vehicles

Greenbrier, AR

2011 Cadillac STS Premium

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

2011 Cadillac STS Premium

Greenbrier, AR

UnscoredInsufficient · 0
$3,999164,095 mi

Greenbrier, AR

2008 Pontiac Solstice Base

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

2008 Pontiac Solstice Base

Conway, AR

UnscoredInsufficient · 0
$4,000116,900 mi

Conway, AR

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Marshall, AR

UnscoredInsufficient · 0
$4,000398,931 mi

Marshall, AR

2001 GMC Yukon SLE

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

2001 GMC Yukon SLE

Austin, AR

Unscored
$4,058263,646 mi

Comparison: 5 similar vehicles

Austin, AR

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Conway, AR

UnscoredInsufficient · 4
$4,128200,116 mi

Comparison: 4 similar vehicles

Conway, 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

2015 Acura TLX Technology Package

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

2015 Acura TLX Technology Package

Greenbrier, AR

UnscoredInsufficient · 4
$4,250255,823 mi

Comparison: 4 similar vehicles

Greenbrier, AR

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Mountain Home, AR

Unscored
$4,295202,721 mi

Comparison: 9 similar vehicles

Mountain Home, AR

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

Mountain Home, AR

UnscoredInsufficient · 3
$4,495150,357 mi

Comparison: 3 similar vehicles

Mountain Home, AR

2016 Kia Soul Base

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

2016 Kia Soul Base

Conway, AR

Unscored
$4,500171,000 mi

Comparison: 45 similar vehicles

Conway, AR

1996 Chevrolet Blazer

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

1996 Chevrolet Blazer

Searcy, AR

UnscoredInsufficient · 0
$4,500205,000 mi

Searcy, AR

2014 Cadillac SRX Luxury Collection

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

2014 Cadillac SRX Luxury Collection

Austin, AR

UnscoredInsufficient · 3
$4,659226,560 mi

Comparison: 3 similar vehicles

Austin, AR

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Mountain Home, AR

Unscored
$4,795154,147 mi

Comparison: 20 similar vehicles

Mountain Home, AR

2011 Nissan Sentra SL

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

2011 Nissan Sentra SL

Mountain Home, AR

UnscoredInsufficient · 0
$4,795191,630 mi

Mountain Home, AR

2013 Ford Fusion SE

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

2013 Ford Fusion SE

North Little Rock, AR

Unscored
$4,800192,302 mi

Comparison: 19 similar vehicles

North Little Rock, AR

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Conway, AR

UnscoredInsufficient · 4
$4,800184,558 mi

Comparison: 4 similar vehicles

Conway, AR

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Greenbrier, AR

UnscoredInsufficient · 0
$4,950279,029 mi

Greenbrier, AR

1999 Jeep Grand Cherokee LIMITED

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

1999 Jeep Grand Cherokee LIMITED

Greenbrier, AR

UnscoredInsufficient · 0
$4,950208,432 mi

Greenbrier, AR

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Cabot, AR

Unscored
$4,995201,709 mi

Comparison: 6 similar vehicles

Cabot, AR

2019 Hyundai Kona SEL

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

2019 Hyundai Kona SEL

Cabot, AR

UnscoredInsufficient · 0
$4,995201,881 mi

Cabot, AR

2017 Ford Escape SE

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

2017 Ford Escape SE

Cabot, AR

Unscored
$4,995207,316 mi

Comparison: 11 similar vehicles

Cabot, AR

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Cabot, AR

Unscored
$4,995184,086 mi

Comparison: 5 similar vehicles

Cabot, AR

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Cabot, AR

Unscored
$4,995190,581 mi

Comparison: 20 similar vehicles

Cabot, AR

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Cabot, AR

Salvage title
$4,995204,639 mi

Cabot, AR

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Cabot, AR

Unscored
$4,995169,357 mi

Comparison: 16 similar vehicles

Cabot, AR

2016 Ford Fusion S

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

2016 Ford Fusion S

Cabot, AR

Unscored
$4,995177,753 mi

Comparison: 6 similar vehicles

Cabot, AR

2016 Honda Odyssey EX

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

2016 Honda Odyssey EX

Cabot, AR

UnscoredInsufficient · 0
$4,995169,607 mi

Cabot, AR

2015 Hyundai Santa Fe Limited

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

2015 Hyundai Santa Fe Limited

Cabot, AR

UnscoredInsufficient · 3
$4,995201,083 mi

Comparison: 3 similar vehicles

Cabot, 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.
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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