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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 13, 2026

7.2M+

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

7,552 listings found

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Cookeville, TN

Unscored
$1,500220,039 mi

Comparison: 89 similar vehicles

Cookeville, TN

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Russell Springs, KY

UnscoredInsufficient · 0
$1,65026,000 mi

Russell Springs, KY

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Strunk, KY

Unscored
$1,700220,000 mi

Comparison: 17 similar vehicles

Strunk, KY

No Photo

2007 Chrysler PT Cruiser Touring Edition

Somerset, KY

UnscoredInsufficient · 3
$1,995173,814 mi

Comparison: 3 similar vehicles

Somerset, KY

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Oneida, TN

Unscored
$2,250270,000 mi

Comparison: 5 similar vehicles

Oneida, TN

2005 Ford Taurus SEL

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

2005 Ford Taurus SEL

Somerset, KY

UnscoredInsufficient · 0
$2,400152,781 mi

Somerset, KY

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

2015 Kia Soul Base

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

2015 Kia Soul Base

Cookeville, TN

Unscored
$2,995218,920 mi

Comparison: 61 similar vehicles

Cookeville, TN

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Rockwood, TN

Unscored
$2,995325,395 mi

Comparison: 34 similar vehicles

Rockwood, TN

No Photo

2002 GMC Yukon XL SLE

Somerset, KY

UnscoredInsufficient · 0
$2,999247,359 mi

Somerset, KY

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Strunk, KY

UnscoredInsufficient · 3
$3,000148,000 mi

Comparison: 3 similar vehicles

Strunk, KY

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Monticello, KY

Unscored
$3,200204,000 mi

Comparison: 11 similar vehicles

Monticello, KY

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Somerset, KY

UnscoredInsufficient · 0
$3,275267,457 mi

Somerset, KY

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Somerset, KY

Unscored
$3,295180,907 mi

Comparison: 9 similar vehicles

Somerset, KY

2012 Nissan Altima S

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

2012 Nissan Altima S

Cookeville, TN

Unscored
$3,395143,960 mi

Comparison: 46 similar vehicles

Cookeville, TN

2001 Chevrolet Prizm Base

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

2001 Chevrolet Prizm Base

Monterey, TN

UnscoredInsufficient · 0
$3,400124,000 mi

Monterey, TN

2004 Nissan Murano SL AWD

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

2004 Nissan Murano SL AWD

Cookeville, TN

UnscoredInsufficient · 0
$3,495180,461 mi

Cookeville, TN

2011 Nissan Versa S

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

2011 Nissan Versa S

Somerset, KY

UnscoredInsufficient · 4
$3,500236,009 mi

Comparison: 4 similar vehicles

Somerset, KY

2003 Chevrolet S-10 LS

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

2003 Chevrolet S-10 LS

Somerset, KY

Unscored
$3,500206,711 mi

Comparison: 6 similar vehicles

Somerset, KY

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Rockwood, TN

Unscored
$3,695179,395 mi

Comparison: 16 similar vehicles

Rockwood, TN

2002 Saab 9-3 SE

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

2002 Saab 9-3 SE

Monterey, TN

UnscoredInsufficient · 0
$3,800142,123 mi

Monterey, TN

2014 Ford Focus SE

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

2014 Ford Focus SE

Somerset, KY

Unscored
$3,865212,797 mi

Comparison: 85 similar vehicles

Somerset, KY

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Somerset, KY

Unscored
$3,900206,000 mi

Comparison: 19 similar vehicles

Somerset, KY

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

Cookeville, TN

Unscored
$3,900239,116 mi

Comparison: 16 similar vehicles

Cookeville, TN

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Oneida, TN

Unscored
$3,900182,981 mi

Comparison: 20 similar vehicles

Oneida, TN

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Monticello, KY

Unscored
$3,900152,150 mi

Comparison: 10 similar vehicles

Monticello, KY

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Oneida, TN

Unscored
$3,900212,705 mi

Comparison: 12 similar vehicles

Oneida, TN

2003 Saturn ION 2

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

2003 Saturn ION 2

Columbia, KY

UnscoredInsufficient · 0
$3,90075,621 mi

Columbia, KY

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Monterey, TN

UnscoredInsufficient · 0
$3,900226,121 mi

Monterey, TN

2015 Ford Escape S

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

2015 Ford Escape S

Huntsville, TN

Unscored
$3,950198,734 mi

Comparison: 8 similar vehicles

Huntsville, TN

2010 Dodge Caliber Mainstreet

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

2010 Dodge Caliber Mainstreet

Somerset, KY

UnscoredInsufficient · 0
$3,950154,534 mi

Somerset, KY

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

Somerset, KY

Salvage title
$3,950226,182 mi

Somerset, KY

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Somerset, KY

UnscoredInsufficient · 3
$3,960229,987 mi

Comparison: 3 similar vehicles

Somerset, KY

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Somerset, KY

UnscoredInsufficient · 3
$3,975159,479 mi

Comparison: 3 similar vehicles

Somerset, KY

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Huntsville, TN

Salvage title
$3,990177,317 mi

Huntsville, TN

2013 Nissan cube SL

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

2013 Nissan cube SL

Oneida, TN

Salvage title
$3,990109,752 mi

Oneida, TN

2013 Dodge Grand Caravan American Value Package

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

2013 Dodge Grand Caravan American Value Package

Crossville, TN

UnscoredInsufficient · 0
$3,995199,962 mi

Crossville, TN

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Somerset, KY

UnscoredInsufficient · 3
$3,995137,960 mi

Comparison: 3 similar vehicles

Somerset, KY

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Somerset, KY

Unscored
$3,995255,763 mi

Comparison: 43 similar vehicles

Somerset, KY

2005 BMW 3 Series 325

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

2005 BMW 3 Series 325

Cookeville, TN

Unscored
$3,995254,110 mi

Comparison: 12 similar vehicles

Cookeville, TN

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Somerset, KY

UnscoredInsufficient · 4
$3,995171,000 mi

Comparison: 4 similar vehicles

Somerset, KY

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Sparta, TN

UnscoredInsufficient · 3
$3,995Mileage not verified

Comparison: 3 similar vehicles

Sparta, 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

2000 Honda Civic EX

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

2000 Honda Civic EX

Cookeville, TN

UnscoredInsufficient · 0
$3,995268,941 mi

Cookeville, TN

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Somerset, KY

Unscored
$3,999130,951 mi

Comparison: 9 similar vehicles

Somerset, KY

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Somerset, KY

UnscoredInsufficient · 3
$3,999162,501 mi

Comparison: 3 similar vehicles

Somerset, KY

No Photo

2005 Subaru Outback I

Somerset, KY

UnscoredInsufficient · 0
$3,999214,568 mi

Somerset, KY

2004 Chevrolet Colorado Z85

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

2004 Chevrolet Colorado Z85

Somerset, KY

UnscoredInsufficient · 0
$3,999252,307 mi

Somerset, KY

2002 Chevrolet Silverado 1500

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

2002 Chevrolet Silverado 1500

Somerset, KY

UnscoredInsufficient · 0
$4,000366,248 mi

Somerset, KY

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Somerset, KY

Unscored
$4,195144,588 mi

Comparison: 7 similar vehicles

Somerset, KY

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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