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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 20, 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

8,778 listings found

2008 Nissan Xterra S

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

2008 Nissan Xterra S

Smyrna, TN

UnscoredInsufficient · 0
$2,500204,348 mi

Smyrna, TN

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Murfreesboro, TN

UnscoredInsufficient · 4
$2,900208,438 mi

Comparison: 4 similar vehicles

Murfreesboro, TN

2010 Ford Flex SE

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

2010 Ford Flex SE

Cookeville, TN

UnscoredInsufficient · 0
$2,900281,338 mi

Cookeville, TN

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Crossville, TN

Salvage title
$2,950182,701 mi

Crossville, TN

2013 Mitsubishi Outlander Sport ES

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

2013 Mitsubishi Outlander Sport ES

Murfreesboro, TN

UnscoredInsufficient · 0
$2,995207,704 mi

Murfreesboro, TN

2017 Nissan Pathfinder SV

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

2017 Nissan Pathfinder SV

Murfreesboro, TN

UnscoredModerate · 39
$3,200158,445 mi

Comparison: 39 similar vehicles

Murfreesboro, TN

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Murfreesboro, TN

UnscoredLimited · 10
$3,500260,523 mi

Comparison: 10 similar vehicles

Murfreesboro, TN

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

La Vergne, TN

UnscoredInsufficient · 0
$3,500165,858 mi

La Vergne, TN

2008 Acura MDX Base

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

2008 Acura MDX Base

Nashville, TN

Salvage title
$3,800127,961 mi

Nashville, TN

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Lebanon, TN

UnscoredInsufficient · 3
$3,900168,415 mi

Comparison: 3 similar vehicles

Lebanon, TN

2010 Mercury Mountaineer Base

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

2010 Mercury Mountaineer Base

Cookeville, TN

UnscoredInsufficient · 0
$3,900211,795 mi

Cookeville, TN

2014 Ford Escape SE

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

2014 Ford Escape SE

Lebanon, TN

UnscoredLimited · 12
$3,950166,563 mi

Comparison: 12 similar vehicles

Lebanon, TN

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Murfreesboro, TN

UnscoredLimited · 14
$3,995161,991 mi

Comparison: 14 similar vehicles

Murfreesboro, TN

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Tullahoma, TN

UnscoredLimited · 7
$3,995156,286 mi

Comparison: 7 similar vehicles

Tullahoma, TN

2001 Hyundai Santa Fe GLS

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

2001 Hyundai Santa Fe GLS

Sparta, TN

UnscoredInsufficient · 0
$3,995185,260 mi

Sparta, TN

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Nashville, TN

UnscoredLimited · 11
$3,999168,074 mi

Comparison: 11 similar vehicles

Nashville, TN

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Murfreesboro, TN

UnscoredInsufficient · 4
$3,999128,862 mi

Comparison: 4 similar vehicles

Murfreesboro, TN

2010 Volvo XC90 3.2

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

2010 Volvo XC90 3.2

Nashville, TN

UnscoredInsufficient · 0
$3,999169,036 mi

Nashville, TN

2014 Ford Escape SE

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

2014 Ford Escape SE

Lebanon, TN

UnscoredLimited · 12
$4,199130,534 mi

Comparison: 12 similar vehicles

Lebanon, TN

2008 GMC Acadia SLT2

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

2008 GMC Acadia SLT2

La Vergne, TN

UnscoredInsufficient · 3
$4,200160,957 mi

Comparison: 3 similar vehicles

La Vergne, TN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Murfreesboro, TN

UnscoredLimited · 17
$4,300166,000 mi

Comparison: 17 similar vehicles

Murfreesboro, TN

2015 Dodge Journey SE

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

2015 Dodge Journey SE

La Vergne, TN

UnscoredLimited · 11
$4,399137,363 mi

Comparison: 11 similar vehicles

La Vergne, TN

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

Nashville, TN

UnscoredLimited · 9
$4,40089,215 mi

Comparison: 9 similar vehicles

Nashville, TN

2010 Chevrolet Tahoe LT

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

2010 Chevrolet Tahoe LT

Smyrna, TN

UnscoredLimited · 18
$4,494329,929 mi

Comparison: 18 similar vehicles

Smyrna, TN

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Murfreesboro, TN

UnscoredModerate · 21
$4,500162,852 mi

Comparison: 21 similar vehicles

Murfreesboro, TN

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

La Vergne, TN

UnscoredModerate · 21
$4,500167,000 mi

Comparison: 21 similar vehicles

La Vergne, TN

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Smyrna, TN

UnscoredLimited · 19
$4,500189,747 mi

Comparison: 19 similar vehicles

Smyrna, TN

2009 Chevrolet Suburban LS

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

2009 Chevrolet Suburban LS

La Vergne, TN

UnscoredInsufficient · 0
$4,500210,586 mi

La Vergne, TN

2003 Toyota Highlander Base

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

2003 Toyota Highlander Base

Manchester, TN

UnscoredInsufficient · 0
$4,500221,228 mi

Manchester, TN

2017 Ford Escape SE

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

2017 Ford Escape SE

Lebanon, TN

UnscoredLimited · 17
$4,600156,146 mi

Comparison: 17 similar vehicles

Lebanon, TN

2002 Toyota Sequoia Limited

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

2002 Toyota Sequoia Limited

Smyrna, TN

UnscoredLimited · 5
$4,700215,021 mi

Comparison: 5 similar vehicles

Smyrna, TN

2005 Ford Freestyle SEL

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

2005 Ford Freestyle SEL

Crossville, TN

Salvage title
$4,795300,000 mi

Crossville, TN

2011 Subaru Forester X Touring

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

2011 Subaru Forester X Touring

Smyrna, TN

UnscoredInsufficient · 0
$4,900Mileage not verified

Smyrna, TN

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Crossville, TN

UnscoredLimited · 9
$4,950260,374 mi

Comparison: 9 similar vehicles

Crossville, TN

2014 Ford Flex SE

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

2014 Ford Flex SE

Smyrna, TN

UnscoredInsufficient · 3
$4,994203,853 mi

Comparison: 3 similar vehicles

Smyrna, TN

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Shelbyville, TN

Salvage title
$4,995121,323 mi

Shelbyville, TN

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Shelbyville, TN

Salvage title
$4,995123,536 mi

Shelbyville, TN

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Lebanon, TN

UnscoredInsufficient · 3
$4,995182,712 mi

Comparison: 3 similar vehicles

Lebanon, TN

2009 Ford Expedition Eddie Bauer

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

2009 Ford Expedition Eddie Bauer

Cookeville, TN

UnscoredInsufficient · 3
$4,995246,596 mi

Comparison: 3 similar vehicles

Cookeville, TN

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Gallatin, TN

UnscoredInsufficient · 4
$4,995272,785 mi

Comparison: 4 similar vehicles

Gallatin, TN

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Murfreesboro, TN

UnscoredLimited · 14
$4,995145,000 mi

Comparison: 14 similar vehicles

Murfreesboro, TN

2006 Nissan Armada LE

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

2006 Nissan Armada LE

Lebanon, TN

UnscoredInsufficient · 0
$4,995226,610 mi

Lebanon, TN

1998 Ford Explorer Sport

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

1998 Ford Explorer Sport

Cookeville, TN

UnscoredInsufficient · 0
$4,99585,209 mi

Cookeville, TN

2019 Ford Escape S

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

2019 Ford Escape S

La Vergne, TN

UnscoredLimited · 11
$4,999287,319 mi

Comparison: 11 similar vehicles

La Vergne, TN

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Murfreesboro, TN

UnscoredModerate · 30
$4,999200,553 mi

Comparison: 30 similar vehicles

Murfreesboro, TN

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

La Vergne, TN

UnscoredModerate · 28
$4,999151,050 mi

Comparison: 28 similar vehicles

La Vergne, TN

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Mt. Juliet, TN

UnscoredLimited · 13
$4,999161,375 mi

Comparison: 13 similar vehicles

Mt. Juliet, TN

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Lebanon, TN

UnscoredLimited · 7
$4,999205,076 mi

Comparison: 7 similar vehicles

Lebanon, TN

No Photo

2018 INFINITI QX60 Base

Lebanon, TN

UnscoredModerate · 20
$5,00085,209 mi

Comparison: 20 similar vehicles

Lebanon, TN

2017 Ford Escape SE

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

2017 Ford Escape SE

Lebanon, TN

UnscoredLimited · 17
$5,200155,754 mi

Comparison: 17 similar vehicles

Lebanon, 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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