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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 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

3,111 listings found

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Gallatin, TN

UnscoredInsufficient · 4
$2,697151,134 mi

Comparison: 4 similar vehicles

Gallatin, TN

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Gallatin, TN

Unscored
$3,697243,197 mi

Comparison: 5 similar vehicles

Gallatin, TN

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Gallatin, TN

Unscored
$4,490217,056 mi

Comparison: 17 similar vehicles

Gallatin, TN

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Gallatin, TN

Unscored
$4,598161,220 mi

Comparison: 6 similar vehicles

Gallatin, TN

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Gallatin, TN

Unscored
$4,850144,788 mi

Comparison: 12 similar vehicles

Gallatin, 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 · 3
$4,995272,785 mi

Comparison: 3 similar vehicles

Gallatin, TN

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Gallatin, TN

UnscoredInsufficient · 4
$4,999327,545 mi

Comparison: 4 similar vehicles

Gallatin, TN

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Gallatin, TN

Unscored
$5,751194,753 mi

Comparison: 12 similar vehicles

Gallatin, TN

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Gallatin, TN

Unscored
$5,995255,865 mi

Comparison: 15 similar vehicles

Gallatin, TN

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Gallatin, TN

Unscored
$5,995166,719 mi

Comparison: 10 similar vehicles

Gallatin, TN

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Gallatin, TN

UnscoredInsufficient · 0
$6,786168,761 mi

Gallatin, TN

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Gallatin, TN

Unscored
$6,950173,651 mi

Comparison: 15 similar vehicles

Gallatin, TN

2015 Nissan Versa Sedan S

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

2015 Nissan Versa Sedan S

Gallatin, TN

UnscoredInsufficient · 0
$6,995198,871 mi

Gallatin, TN

2012 Nissan Xterra S

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

2012 Nissan Xterra S

Gallatin, TN

UnscoredInsufficient · 3
$7,675184,252 mi

Comparison: 3 similar vehicles

Gallatin, TN

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Gallatin, TN

UnscoredInsufficient · 4
$7,824145,787 mi

Comparison: 4 similar vehicles

Gallatin, TN

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Gallatin, TN

Unscored
$7,999180,790 mi

Comparison: 5 similar vehicles

Gallatin, TN

2016 Ford Fusion S

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

2016 Ford Fusion S

Gallatin, TN

UnscoredInsufficient · 3
$8,085150,335 mi

Comparison: 3 similar vehicles

Gallatin, TN

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Gallatin, TN

UnscoredInsufficient · 3
$8,874239,463 mi

Comparison: 3 similar vehicles

Gallatin, TN

2014 GMC Yukon XL SLT

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

2014 GMC Yukon XL SLT

Gallatin, TN

Unscored
$8,895202,328 mi

Comparison: 6 similar vehicles

Gallatin, TN

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Gallatin, TN

Unscored
$8,897311,632 mi

Comparison: 52 similar vehicles

Gallatin, 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

Gallatin, TN

Unscored
$8,990163,620 mi

Comparison: 9 similar vehicles

Gallatin, TN

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Gallatin, TN

UnscoredInsufficient · 3
$8,995121,695 mi

Comparison: 3 similar vehicles

Gallatin, TN

2019 Ford Escape SE

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

2019 Ford Escape SE

Gallatin, TN

Unscored
$8,999124,346 mi

Comparison: 11 similar vehicles

Gallatin, TN

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Gallatin, TN

Unscored
$9,188125,660 mi

Comparison: 7 similar vehicles

Gallatin, TN

2011 Audi Q7 Premium

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

2011 Audi Q7 Premium

Gallatin, TN

UnscoredInsufficient · 0
$9,203143,781 mi

Gallatin, TN

2013 Toyota Venza LE

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

2013 Toyota Venza LE

Gallatin, TN

UnscoredInsufficient · 0
$9,327147,385 mi

Gallatin, TN

2009 Honda Accord LX-P

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

2009 Honda Accord LX-P

Gallatin, TN

UnscoredInsufficient · 3
$9,421117,706 mi

Comparison: 3 similar vehicles

Gallatin, TN

2015 Honda Civic LX

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

2015 Honda Civic LX

Gallatin, TN

Unscored
$9,490135,497 mi

Comparison: 25 similar vehicles

Gallatin, TN

2018 Ford Transit Connect XLT

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

2018 Ford Transit Connect XLT

Gallatin, TN

Unscored
$9,588171,348 mi

Comparison: 5 similar vehicles

Gallatin, TN

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Gallatin, TN

Unscored
$9,699163,989 mi

Comparison: 5 similar vehicles

Gallatin, TN

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Gallatin, TN

UnscoredInsufficient · 4
$9,753167,905 mi

Comparison: 4 similar vehicles

Gallatin, TN

2012 Toyota Highlander Base

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

2012 Toyota Highlander Base

Gallatin, TN

UnscoredInsufficient · 3
$9,901178,041 mi

Comparison: 3 similar vehicles

Gallatin, TN

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Gallatin, TN

UnscoredInsufficient · 3
$9,966154,093 mi

Comparison: 3 similar vehicles

Gallatin, TN

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Gallatin, TN

UnscoredInsufficient · 3
$9,994132,429 mi

Comparison: 3 similar vehicles

Gallatin, TN

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Gallatin, TN

Unscored
$9,995259,748 mi

Comparison: 5 similar vehicles

Gallatin, TN

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

Gallatin, TN

Unscored
$9,995120,013 mi

Comparison: 18 similar vehicles

Gallatin, TN

2000 Ford F-150 WORK SERIES

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

2000 Ford F-150 WORK SERIES

Gallatin, TN

UnscoredInsufficient · 0
$9,995114,706 mi

Gallatin, TN

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Gallatin, TN

Unscored
$9,999153,844 mi

Comparison: 24 similar vehicles

Gallatin, TN

2014 BMW X5 sDrive35i

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

2014 BMW X5 sDrive35i

Gallatin, TN

UnscoredInsufficient · 3
$9,99993,380 mi

Comparison: 3 similar vehicles

Gallatin, TN

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Gallatin, TN

UnscoredInsufficient · 3
$10,385131,653 mi

Comparison: 3 similar vehicles

Gallatin, TN

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Gallatin, TN

Unscored
$10,490169,262 mi

Comparison: 13 similar vehicles

Gallatin, TN

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Gallatin, TN

UnscoredInsufficient · 4
$10,49596,092 mi

Comparison: 4 similar vehicles

Gallatin, TN

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

Gallatin, TN

Unscored
$10,495153,061 mi

Comparison: 7 similar vehicles

Gallatin, TN

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Gallatin, TN

UnscoredInsufficient · 3
$10,500251,019 mi

Comparison: 3 similar vehicles

Gallatin, TN

2019 Honda Pilot EX-L

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

2019 Honda Pilot EX-L

Gallatin, TN

Unscored
$10,575228,270 mi

Comparison: 16 similar vehicles

Gallatin, TN

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Gallatin, TN

UnscoredInsufficient · 4
$10,836115,888 mi

Comparison: 4 similar vehicles

Gallatin, TN

2014 Chrysler 300 Uptown Edition

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

2014 Chrysler 300 Uptown Edition

Gallatin, TN

UnscoredInsufficient · 0
$10,875111,721 mi

Gallatin, TN

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Gallatin, TN

UnscoredInsufficient · 3
$10,974145,852 mi

Comparison: 3 similar vehicles

Gallatin, TN

No Photo

2016 Mazda MAZDA3 i Sport

Gallatin, TN

Unscored
$10,995140,883 mi

Comparison: 10 similar vehicles

Gallatin, TN

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Gallatin, TN

Unscored
$10,995187,069 mi

Comparison: 5 similar vehicles

Gallatin, 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 recently 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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