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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 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

3,865 listings found

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Fayetteville, AR

UnscoredInsufficient · 4
$3,495251,833 mi

Comparison: 4 similar vehicles

Fayetteville, AR

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Fayetteville, AR

UnscoredLimited · 7
$3,817230,284 mi

Comparison: 7 similar vehicles

Fayetteville, AR

2005 GMC Yukon XL Denali

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

2005 GMC Yukon XL Denali

Fayetteville, AR

UnscoredInsufficient · 0
$3,999240,684 mi

Fayetteville, AR

2013 Ford C-Max SEL

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

2013 Ford C-Max SEL

Fayetteville, AR

UnscoredInsufficient · 0
$4,599243,693 mi

Fayetteville, AR

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Fayetteville, AR

UnscoredInsufficient · 3
$4,999242,366 mi

Comparison: 3 similar vehicles

Fayetteville, AR

2005 Dodge Durango Limited

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

2005 Dodge Durango Limited

Fayetteville, AR

UnscoredInsufficient · 0
$5,000246,133 mi

Fayetteville, AR

2000 Jaguar XK Series XKR Convertible

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

2000 Jaguar XK Series XKR Convertible

Fayetteville, AR

UnscoredInsufficient · 0
$5,00086,000 mi

Fayetteville, AR

2010 Mercedes-Benz GLK-Class GLK350

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

2010 Mercedes-Benz GLK-Class GLK350

Fayetteville, AR

UnscoredInsufficient · 3
$5,399287,790 mi

Comparison: 3 similar vehicles

Fayetteville, AR

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Fayetteville, AR

UnscoredInsufficient · 4
$5,995243,612 mi

Comparison: 4 similar vehicles

Fayetteville, AR

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Fayetteville, AR

UnscoredInsufficient · 3
$5,999151,862 mi

Comparison: 3 similar vehicles

Fayetteville, AR

2011 Nissan JUKE S

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

2011 Nissan JUKE S

Fayetteville, AR

UnscoredInsufficient · 4
$5,999223,223 mi

Comparison: 4 similar vehicles

Fayetteville, AR

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Fayetteville, AR

UnscoredInsufficient · 0
$6,129218,745 mi

Fayetteville, AR

2007 Lexus LS Base

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

2007 Lexus LS Base

Fayetteville, AR

UnscoredLimited · 5
$6,250227,503 mi

Comparison: 5 similar vehicles

Fayetteville, AR

2012 Mercedes-Benz E-Class E350 Luxury

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

2012 Mercedes-Benz E-Class E350 Luxury

Fayetteville, AR

UnscoredInsufficient · 3
$6,568157,502 mi

Comparison: 3 similar vehicles

Fayetteville, AR

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Fayetteville, AR

UnscoredInsufficient · 3
$6,950138,000 mi

Comparison: 3 similar vehicles

Fayetteville, AR

2007 Ford Five Hundred SEL

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

2007 Ford Five Hundred SEL

Fayetteville, AR

UnscoredInsufficient · 0
$6,995138,465 mi

Fayetteville, AR

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

Fayetteville, AR

UnscoredInsufficient · 0
$6,995184,098 mi

Fayetteville, AR

2009 Mercedes-Benz GL-Class GL550

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

2009 Mercedes-Benz GL-Class GL550

Fayetteville, AR

UnscoredInsufficient · 0
$6,999176,402 mi

Fayetteville, AR

2014 Kia Forte LX

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

2014 Kia Forte LX

Fayetteville, AR

UnscoredLimited · 6
$7,50069,383 mi

Comparison: 6 similar vehicles

Fayetteville, AR

2013 Toyota Highlander Limited

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

2013 Toyota Highlander Limited

Fayetteville, AR

UnscoredLimited · 7
$7,500274,921 mi

Comparison: 7 similar vehicles

Fayetteville, AR

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Fayetteville, AR

Fair PriceLimited · 17
$7,86470,366 mi

Market: $3,995 – $9,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Fayetteville, AR

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Fayetteville, AR

UnscoredLimited · 6
$7,950179,783 mi

Comparison: 6 similar vehicles

Fayetteville, AR

2014 BMW 5 Series 550i

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

2014 BMW 5 Series 550i

Fayetteville, AR

UnscoredInsufficient · 0
$7,995152,000 mi

Fayetteville, AR

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Fayetteville, AR

UnscoredLimited · 5
$7,995248,459 mi

Comparison: 5 similar vehicles

Fayetteville, AR

2006 Pontiac Solstice Base

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

2006 Pontiac Solstice Base

Fayetteville, AR

UnscoredInsufficient · 0
$7,99588,209 mi

Fayetteville, AR

2016 Ford Focus SE

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

2016 Ford Focus SE

Fayetteville, AR

UnscoredModerate · 26
$7,999123,577 mi

Comparison: 26 similar vehicles

Fayetteville, AR

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Fayetteville, AR

UnscoredModerate · 45
$7,999187,299 mi

Comparison: 45 similar vehicles

Fayetteville, AR

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Fayetteville, AR

UnscoredLimited · 10
$8,029218,280 mi

Comparison: 10 similar vehicles

Fayetteville, AR

2016 Chevrolet Traverse LTZ

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

2016 Chevrolet Traverse LTZ

Fayetteville, AR

UnscoredModerate · 20
$8,033125,838 mi

Comparison: 20 similar vehicles

Fayetteville, AR

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Fayetteville, AR

UnscoredModerate · 31
$8,129121,398 mi

Comparison: 31 similar vehicles

Fayetteville, AR

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Fayetteville, AR

UnscoredLimited · 6
$8,133148,264 mi

Comparison: 6 similar vehicles

Fayetteville, AR

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Fayetteville, AR

UnscoredLimited · 8
$8,500101,915 mi

Comparison: 8 similar vehicles

Fayetteville, AR

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Fayetteville, AR

UnscoredLimited · 8
$8,500200,402 mi

Comparison: 8 similar vehicles

Fayetteville, AR

2011 Chrysler 300 Limited

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

2011 Chrysler 300 Limited

Fayetteville, AR

UnscoredLimited · 6
$8,629244,989 mi

Comparison: 6 similar vehicles

Fayetteville, AR

2018 Ford Taurus SEL

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

2018 Ford Taurus SEL

Fayetteville, AR

UnscoredInsufficient · 3
$8,634150,983 mi

Comparison: 3 similar vehicles

Fayetteville, AR

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Fayetteville, AR

UnscoredLimited · 9
$8,800183,414 mi

Comparison: 9 similar vehicles

Fayetteville, AR

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Fayetteville, AR

UnscoredModerate · 23
$8,815139,303 mi

Comparison: 23 similar vehicles

Fayetteville, AR

2015 BMW 5 Series 528i

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

2015 BMW 5 Series 528i

Fayetteville, AR

UnscoredInsufficient · 0
$8,995106,759 mi

Fayetteville, AR

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Fayetteville, AR

UnscoredLimited · 5
$9,300176,779 mi

Comparison: 5 similar vehicles

Fayetteville, AR

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Fayetteville, AR

UnscoredInsufficient · 4
$9,450198,940 mi

Comparison: 4 similar vehicles

Fayetteville, AR

2012 FIAT 500 Abarth

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

2012 FIAT 500 Abarth

Fayetteville, AR

UnscoredInsufficient · 0
$9,50087,820 mi

Fayetteville, AR

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Fayetteville, AR

UnscoredLimited · 11
$9,699173,167 mi

Comparison: 11 similar vehicles

Fayetteville, AR

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Fayetteville, AR

Fair PriceLimited · 12
$9,79998,265 mi

Market: $7,500 – $15,384

Comparison: 12 similar vehicles

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

Fayetteville, AR

2005 Chrysler PT Cruiser GT

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

2005 Chrysler PT Cruiser GT

Fayetteville, AR

UnscoredInsufficient · 0
$9,89858,717 mi

Fayetteville, AR

2007 GMC Sierra 3500 SLE1

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

2007 GMC Sierra 3500 SLE1

Fayetteville, AR

UnscoredInsufficient · 0
$9,900303,093 mi

Fayetteville, AR

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Fayetteville, AR

UnscoredInsufficient · 0
$9,995142,462 mi

Fayetteville, AR

2008 Nissan Titan SE

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

2008 Nissan Titan SE

Fayetteville, AR

UnscoredInsufficient · 0
$9,995276,204 mi

Fayetteville, AR

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Fayetteville, AR

Fair PriceLimited · 17
$9,99980,376 mi

Market: $5,000 – $16,567

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Fayetteville, AR

2017 Jeep Compass Sport

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

2017 Jeep Compass Sport

Fayetteville, AR

UnscoredInsufficient · 0
$9,999107,497 mi

Fayetteville, AR

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Fayetteville, AR

UnscoredLimited · 18
$9,999195,591 mi

Comparison: 18 similar vehicles

Fayetteville, 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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