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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

6,750 listings found

2009 Ford Focus SE

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

2009 Ford Focus SE

Medina, TN

Salvage title
$2,499170,000 mi

Medina, 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

Unscored
$2,895217,769 mi

Comparison: 10 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

Unscored
$2,895232,163 mi

Comparison: 9 similar vehicles

Jackson, TN

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Henderson, TN

Unscored
$2,995198,634 mi

Comparison: 7 similar vehicles

Henderson, TN

1988 GMC S Truck

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

1988 GMC S Truck

Jackson, TN

UnscoredInsufficient · 0
$2,995Mileage not verified

Jackson, 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

Unscored
$3,250157,983 mi

Comparison: 55 similar vehicles

Henderson, TN

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Jackson, TN

UnscoredInsufficient · 4
$3,250198,811 mi

Comparison: 4 similar vehicles

Jackson, TN

1995 Lincoln Town Car

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

1995 Lincoln Town Car

Union City, TN

UnscoredInsufficient · 0
$3,281156,663 mi

Union City, TN

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Union City, TN

Unscored
$3,283231,825 mi

Comparison: 6 similar vehicles

Union City, TN

1997 Ford F-150

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

1997 Ford F-150

Trenton, TN

UnscoredInsufficient · 0
$3,295Mileage not verified

Trenton, TN

2001 Dodge Durango

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

2001 Dodge Durango

Henderson, TN

UnscoredInsufficient · 0
$3,300221,729 mi

Henderson, TN

2013 Dodge Charger Police

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

2013 Dodge Charger Police

Medina, TN

Salvage title
$3,500142,000 mi

Medina, TN

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Jackson, TN

UnscoredInsufficient · 0
$3,500168,955 mi

Jackson, TN

2010 Nissan Altima S

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

2010 Nissan Altima S

Wingo, KY

Unscored
$3,995240,993 mi

Comparison: 20 similar vehicles

Wingo, KY

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Henderson, TN

Unscored
$3,995276,360 mi

Comparison: 15 similar vehicles

Henderson, TN

2009 Nissan Xterra S

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

2009 Nissan Xterra S

Martin, TN

UnscoredInsufficient · 0
$3,995265,825 mi

Martin, TN

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Henderson, TN

Unscored
$3,995246,293 mi

Comparison: 6 similar vehicles

Henderson, TN

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

2006 Kia Sedona EX

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

2006 Kia Sedona EX

Jackson, TN

UnscoredInsufficient · 0
$4,295111,581 mi

Jackson, TN

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Union City, TN

Unscored
$4,299233,663 mi

Comparison: 17 similar vehicles

Union City, TN

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Henderson, TN

Unscored
$4,500185,781 mi

Comparison: 20 similar vehicles

Henderson, TN

2013 Chevrolet Spark LS

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

2013 Chevrolet Spark LS

Lexington, TN

UnscoredInsufficient · 0
$4,789116,878 mi

Lexington, TN

2005 Dodge Ram 1500 Pickup Laramie

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

2005 Dodge Ram 1500 Pickup Laramie

Henderson, TN

UnscoredInsufficient · 0
$4,800227,281 mi

Henderson, TN

2003 Ford Ranger XL

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

2003 Ford Ranger XL

Troy, TN

UnscoredInsufficient · 3
$4,800201,017 mi

Comparison: 3 similar vehicles

Troy, TN

No Photo

2010 Toyota Camry LE

Jackson, TN

Unscored
$4,895233,068 mi

Comparison: 19 similar vehicles

Jackson, TN

2008 Toyota Avalon XL

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

2008 Toyota Avalon XL

Jackson, TN

Unscored
$4,950166,521 mi

Comparison: 7 similar vehicles

Jackson, TN

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Martin, TN

Unscored
$4,950250,000 mi

Comparison: 9 similar vehicles

Martin, TN

2000 Mercury Sable LS PREMIUM

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

2000 Mercury Sable LS PREMIUM

Henderson, TN

UnscoredInsufficient · 0
$4,981120,534 mi

Henderson, TN

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Jackson, TN

UnscoredInsufficient · 4
$4,988249,317 mi

Comparison: 4 similar vehicles

Jackson, TN

2017 Ford Taurus

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

2017 Ford Taurus

Jackson, TN

UnscoredInsufficient · 0
$4,995159,521 mi

Jackson, TN

2012 Ford Focus SE

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

2012 Ford Focus SE

Wingo, KY

Salvage title
$4,995123,007 mi

Wingo, KY

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

Unscored
$4,995196,706 mi

Comparison: 12 similar vehicles

Jackson, TN

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Lexington, TN

Unscored
$4,995154,991 mi

Comparison: 22 similar vehicles

Lexington, 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

2009 Chevrolet Malibu

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

2009 Chevrolet Malibu

Wingo, KY

UnscoredInsufficient · 0
$4,995211,375 mi

Wingo, KY

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Medina, TN

Unscored
$4,995141,425 mi

Comparison: 13 similar vehicles

Medina, TN

2008 Ford Focus SE

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

2008 Ford Focus SE

Jackson, TN

UnscoredInsufficient · 3
$4,995153,351 mi

Comparison: 3 similar vehicles

Jackson, TN

2004 Nissan Frontier SC

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

2004 Nissan Frontier SC

Jackson, TN

UnscoredInsufficient · 0
$4,995Mileage not verified

Jackson, TN

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Humboldt, TN

UnscoredInsufficient · 0
$4,999169,972 mi

Humboldt, TN

2014 Ford Focus SE

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

2014 Ford Focus SE

Medina, TN

Unscored
$5,000194,102 mi

Comparison: 5 similar vehicles

Medina, TN

2012 Toyota Corolla L

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

2012 Toyota Corolla L

Jackson, TN

UnscoredInsufficient · 4
$5,000180,541 mi

Comparison: 4 similar vehicles

Jackson, TN

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Paris, TN

UnscoredInsufficient · 4
$5,000159,210 mi

Comparison: 4 similar vehicles

Paris, TN

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Union City, TN

Unscored
$5,099212,856 mi

Comparison: 46 similar vehicles

Union City, 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 · 4
$5,250168,623 mi

Comparison: 4 similar vehicles

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

Unscored
$5,276227,605 mi

Comparison: 12 similar vehicles

Jackson, TN

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Union City, TN

Unscored
$5,280142,025 mi

Comparison: 18 similar vehicles

Union City, TN

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Union City, TN

UnscoredInsufficient · 4
$5,280220,000 mi

Comparison: 4 similar vehicles

Union City, TN

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Union City, TN

UnscoredInsufficient · 3
$5,283250,181 mi

Comparison: 3 similar vehicles

Union City, TN

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Union City, TN

UnscoredInsufficient · 3
$5,299315,963 mi

Comparison: 3 similar vehicles

Union City, 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

Unscored
$5,350152,278 mi

Comparison: 11 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 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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