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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

11,612 listings found

2006 Suzuki XL-7 Base

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

2006 Suzuki XL-7 Base

Bryant, AR

UnscoredInsufficient · 0
$2,630207,111 mi

Bryant, AR

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Little Rock, AR

UnscoredLimited · 9
$2,800233,940 mi

Comparison: 9 similar vehicles

Little Rock, AR

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Cabot, AR

UnscoredInsufficient · 0
$2,995233,889 mi

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

UnscoredLimited · 8
$2,995Mileage not verified

Comparison: 8 similar vehicles

Cabot, AR

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Jacksonville, AR

UnscoredLimited · 5
$3,200214,047 mi

Comparison: 5 similar vehicles

Jacksonville, AR

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Bryant, AR

UnscoredLimited · 6
$3,630265,127 mi

Comparison: 6 similar vehicles

Bryant, AR

2011 Ford Edge Limited

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

2011 Ford Edge Limited

North Little Rock, AR

UnscoredLimited · 8
$3,850217,502 mi

Comparison: 8 similar vehicles

North Little Rock, AR

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Little Rock, AR

UnscoredInsufficient · 0
$3,979161,937 mi

Little Rock, AR

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Cabot, AR

UnscoredInsufficient · 4
$3,995175,645 mi

Comparison: 4 similar vehicles

Cabot, AR

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Cabot, AR

UnscoredModerate · 41
$3,995170,636 mi

Comparison: 41 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

UnscoredLimited · 11
$3,995134,403 mi

Comparison: 11 similar vehicles

Cabot, 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

UnscoredLimited · 12
$3,999204,208 mi

Comparison: 12 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

UnscoredLimited · 9
$3,999198,667 mi

Comparison: 9 similar vehicles

North Little Rock, AR

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

North Little Rock, AR

UnscoredInsufficient · 0
$3,999200,000 mi

North Little Rock, AR

2012 Jeep Compass Limited

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

2012 Jeep Compass Limited

Cabot, AR

UnscoredInsufficient · 0
$3,999291,679 mi

Cabot, AR

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Cabot, AR

UnscoredInsufficient · 0
$3,999204,567 mi

Cabot, AR

2004 Toyota Highlander Limited

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

2004 Toyota Highlander Limited

Cabot, AR

UnscoredInsufficient · 0
$3,999325,547 mi

Cabot, AR

2017 Ford Flex Limited

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

2017 Ford Flex Limited

Heber Springs, AR

Salvage title
$4,124158,815 mi

Heber Springs, AR

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Carlisle, AR

UnscoredInsufficient · 0
$4,350188,540 mi

Carlisle, AR

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Jacksonville, AR

UnscoredLimited · 8
$4,500167,680 mi

Comparison: 8 similar vehicles

Jacksonville, AR

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Redfield, AR

UnscoredLimited · 5
$4,500205,757 mi

Comparison: 5 similar vehicles

Redfield, AR

2005 Subaru Forester X

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

2005 Subaru Forester X

Bryant, AR

UnscoredInsufficient · 0
$4,630198,507 mi

Bryant, 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

UnscoredLimited · 13
$4,659226,560 mi

Comparison: 13 similar vehicles

Austin, AR

2016 Kia Sorento Limited

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

2016 Kia Sorento Limited

North Little Rock, AR

UnscoredInsufficient · 0
$4,700206,762 mi

North Little Rock, AR

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Jacksonville, AR

UnscoredLimited · 14
$4,700131,559 mi

Comparison: 14 similar vehicles

Jacksonville, AR

2018 Ford Escape SE

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

2018 Ford Escape SE

Cabot, AR

UnscoredModerate · 37
$4,800157,867 mi

Comparison: 37 similar vehicles

Cabot, AR

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Jacksonville, AR

UnscoredLimited · 11
$4,900192,681 mi

Comparison: 11 similar vehicles

Jacksonville, AR

2014 Ford Expedition XL

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

2014 Ford Expedition XL

Jacksonville, AR

UnscoredInsufficient · 0
$4,900160,275 mi

Jacksonville, AR

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Lonoke, AR

UnscoredInsufficient · 0
$4,950277,000 mi

Lonoke, 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

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Little Rock, AR

UnscoredLimited · 8
$4,979178,797 mi

Comparison: 8 similar vehicles

Little Rock, 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

UnscoredModerate · 28
$4,995201,709 mi

Comparison: 28 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 · 3
$4,995201,881 mi

Comparison: 3 similar vehicles

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

UnscoredModerate · 21
$4,995207,316 mi

Comparison: 21 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

UnscoredInsufficient · 0
$4,995184,086 mi

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

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 · 4
$4,995201,083 mi

Comparison: 4 similar vehicles

Cabot, AR

2012 Honda CR-V EX

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

2012 Honda CR-V EX

Cabot, AR

Salvage title
$4,995162,196 mi

Cabot, AR

2012 INFINITI QX 56

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

2012 INFINITI QX 56

Cabot, AR

UnscoredInsufficient · 0
$4,995177,417 mi

Cabot, AR

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Cabot, AR

UnscoredInsufficient · 0
$4,995124,476 mi

Cabot, AR

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Cabot, AR

UnscoredInsufficient · 3
$4,999280,392 mi

Comparison: 3 similar vehicles

Cabot, 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

Cabot, AR

UnscoredInsufficient · 3
$4,999182,782 mi

Comparison: 3 similar vehicles

Cabot, AR

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Cabot, AR

UnscoredInsufficient · 0
$4,999240,047 mi

Cabot, AR

2010 GMC Terrain SLE-2

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

2010 GMC Terrain SLE-2

Jacksonville, AR

UnscoredInsufficient · 0
$5,129146,485 mi

Jacksonville, AR

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Austin, AR

UnscoredInsufficient · 4
$5,158235,898 mi

Comparison: 4 similar vehicles

Austin, AR

2014 GMC Terrain SLT-2

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

2014 GMC Terrain SLT-2

Jacksonville, AR

UnscoredInsufficient · 4
$5,400141,700 mi

Comparison: 4 similar vehicles

Jacksonville, AR

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Jacksonville, AR

UnscoredLimited · 9
$5,500142,996 mi

Comparison: 9 similar vehicles

Jacksonville, AR

2014 Dodge Journey R/T

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

2014 Dodge Journey R/T

Little Rock, AR

UnscoredInsufficient · 0
$5,500160,894 mi

Little Rock, AR

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

North Little Rock, AR

UnscoredInsufficient · 0
$5,500144,268 mi

North Little Rock, 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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