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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 21, 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

7,605 listings found

1997 Ford Explorer XLT

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

1997 Ford Explorer XLT

Crump, TN

UnscoredInsufficient · 0
$2,250312,202 mi

Crump, TN

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Bartlett, TN

UnscoredInsufficient · 0
$2,819221,000 mi

Bartlett, TN

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Jackson, TN

UnscoredLimited · 19
$2,895217,769 mi

Comparison: 19 similar vehicles

Jackson, TN

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Jackson, TN

UnscoredLimited · 9
$2,895232,163 mi

Comparison: 9 similar vehicles

Jackson, TN

2006 Pontiac Torrent Base

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

2006 Pontiac Torrent Base

Adamsville, TN

UnscoredInsufficient · 0
$2,995252,915 mi

Adamsville, TN

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

Adamsville, TN

UnscoredInsufficient · 0
$2,995294,639 mi

Adamsville, TN

2014 Ford Escape SE

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

2014 Ford Escape SE

Henderson, TN

UnscoredModerate · 49
$3,250157,983 mi

Comparison: 49 similar vehicles

Henderson, TN

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Jackson, TN

UnscoredLimited · 5
$3,295261,500 mi

Comparison: 5 similar vehicles

Jackson, TN

2007 Isuzu Ascender S

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

2007 Isuzu Ascender S

Jackson, TN

UnscoredInsufficient · 0
$3,479223,372 mi

Jackson, TN

No Photo

2007 Lexus RX 350

Olive Branch, MS

UnscoredLimited · 6
$3,500Mileage not verified

Comparison: 6 similar vehicles

Olive Branch, MS

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Bartlett, TN

UnscoredInsufficient · 0
$3,819273,665 mi

Bartlett, TN

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Milan, TN

UnscoredModerate · 24
$3,950245,000 mi

Comparison: 24 similar vehicles

Milan, TN

2009 Mazda CX-9 Grand Touring AWD

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

2009 Mazda CX-9 Grand Touring AWD

Crump, TN

UnscoredInsufficient · 0
$3,950242,203 mi

Crump, TN

2008 Pontiac Torrent Base

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

2008 Pontiac Torrent Base

Adamsville, TN

UnscoredInsufficient · 0
$3,995Mileage not verified

Adamsville, TN

No Photo

2002 Isuzu Rodeo Sport S

Olive Branch, MS

UnscoredInsufficient · 0
$4,000177,554 mi

Olive Branch, MS

2010 Acura RDX Base

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

2010 Acura RDX Base

Henderson, TN

UnscoredInsufficient · 0
$4,200210,119 mi

Henderson, TN

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Corinth, MS

UnscoredModerate · 20
$4,388301,905 mi

Comparison: 20 similar vehicles

Corinth, MS

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Savannah, TN

UnscoredLimited · 19
$4,500180,995 mi

Comparison: 19 similar vehicles

Savannah, TN

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Olive Branch, MS

UnscoredInsufficient · 0
$4,500Mileage not verified

Olive Branch, MS

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Olive Branch, MS

UnscoredInsufficient · 0
$4,500184,551 mi

Olive Branch, MS

No Photo

2000 Lincoln Navigator Base

Olive Branch, MS

UnscoredInsufficient · 0
$4,500179,940 mi

Olive Branch, MS

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Jackson, TN

UnscoredInsufficient · 4
$4,800162,415 mi

Comparison: 4 similar vehicles

Jackson, TN

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Bartlett, TN

UnscoredInsufficient · 0
$4,819272,045 mi

Bartlett, TN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Crump, TN

UnscoredLimited · 18
$4,950240,899 mi

Comparison: 18 similar vehicles

Crump, TN

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Milan, TN

UnscoredInsufficient · 3
$4,950183,578 mi

Comparison: 3 similar vehicles

Milan, TN

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Jackson, TN

UnscoredLimited · 11
$4,995196,706 mi

Comparison: 11 similar vehicles

Jackson, TN

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Henderson, TN

UnscoredInsufficient · 0
$4,995183,610 mi

Henderson, TN

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Adamsville, TN

UnscoredInsufficient · 0
$4,995222,052 mi

Adamsville, TN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Crump, TN

UnscoredLimited · 9
$5,250241,811 mi

Comparison: 9 similar vehicles

Crump, TN

2008 GMC Acadia SLT2

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

2008 GMC Acadia SLT2

Lexington, TN

UnscoredInsufficient · 0
$5,250168,623 mi

Lexington, TN

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Jackson, TN

UnscoredLimited · 9
$5,276227,605 mi

Comparison: 9 similar vehicles

Jackson, TN

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Bartlett, TN

UnscoredLimited · 8
$5,319221,099 mi

Comparison: 8 similar vehicles

Bartlett, TN

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

Bartlett, TN

UnscoredInsufficient · 0
$5,319289,122 mi

Bartlett, TN

2013 Mitsubishi Outlander Sport SE

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

2013 Mitsubishi Outlander Sport SE

Lexington, TN

UnscoredInsufficient · 0
$5,369101,853 mi

Lexington, TN

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Crump, TN

UnscoredLimited · 11
$5,450205,237 mi

Comparison: 11 similar vehicles

Crump, TN

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Memphis, TN

UnscoredLimited · 6
$5,499194,764 mi

Comparison: 6 similar vehicles

Memphis, TN

2018 Ford Ecosport S

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

2018 Ford Ecosport S

Medina, TN

UnscoredInsufficient · 4
$5,500167,125 mi

Comparison: 4 similar vehicles

Medina, TN

No Photo

2017 Chevrolet Trax LS

Olive Branch, MS

UnscoredInsufficient · 4
$5,500112,690 mi

Comparison: 4 similar vehicles

Olive Branch, MS

2016 GMC Acadia SLE-1

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

2016 GMC Acadia SLE-1

Alamo, TN

UnscoredInsufficient · 0
$5,500141,489 mi

Alamo, TN

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Henderson, TN

UnscoredModerate · 20
$5,500168,167 mi

Comparison: 20 similar vehicles

Henderson, TN

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Lexington, TN

UnscoredInsufficient · 0
$5,500138,490 mi

Lexington, TN

2002 Lincoln Navigator Base

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

2002 Lincoln Navigator Base

Olive Branch, MS

UnscoredInsufficient · 0
$5,500166,519 mi

Olive Branch, MS

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Olive Branch, MS

UnscoredInsufficient · 3
$5,650185,332 mi

Comparison: 3 similar vehicles

Olive Branch, MS

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Lexington, TN

UnscoredModerate · 20
$5,679179,053 mi

Comparison: 20 similar vehicles

Lexington, TN

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Bartlett, TN

UnscoredInsufficient · 3
$5,819236,427 mi

Comparison: 3 similar vehicles

Bartlett, TN

2008 Acura MDX Base

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

2008 Acura MDX Base

Bartlett, TN

UnscoredInsufficient · 0
$5,819216,235 mi

Bartlett, TN

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Bartlett, TN

UnscoredInsufficient · 0
$5,819265,129 mi

Bartlett, TN

2005 Honda Element EX

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

2005 Honda Element EX

Bartlett, TN

UnscoredInsufficient · 0
$5,819236,577 mi

Bartlett, TN

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Medina, TN

UnscoredLimited · 15
$5,895133,350 mi

Comparison: 15 similar vehicles

Medina, TN

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Jackson, TN

UnscoredLimited · 8
$5,900152,278 mi

Comparison: 8 similar vehicles

Jackson, TN

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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