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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 8, 2026

7.3M+

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

22,940 listings found

2005 Kia Spectra LX

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

2005 Kia Spectra LX

Shepherdsville, KY

UnscoredInsufficient · 0
$1,500183,684 mi

Shepherdsville, KY

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Jeffersontown, KY

Unscored
$2,000242,145 mi

Comparison: 9 similar vehicles

Jeffersontown, KY

2011 Chevrolet Impala LTZ

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

2011 Chevrolet Impala LTZ

Shepherdsville, KY

UnscoredInsufficient · 0
$2,000217,723 mi

Shepherdsville, KY

2012 Chevrolet Sonic 2LS

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

2012 Chevrolet Sonic 2LS

Shepherdsville, KY

Unscored
$2,200134,444 mi

Comparison: 8 similar vehicles

Shepherdsville, KY

2011 Nissan Versa S

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

2011 Nissan Versa S

Nicholasville, KY

Unscored
$2,243174,356 mi

Comparison: 5 similar vehicles

Nicholasville, KY

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Muldraugh, KY

Unscored
$2,250225,926 mi

Comparison: 5 similar vehicles

Muldraugh, KY

1984 Chevrolet Corvette

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

1984 Chevrolet Corvette

Campbellsville, KY

UnscoredInsufficient · 0
$2,250143,000 mi

Campbellsville, KY

2010 Ford Focus SES

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

2010 Ford Focus SES

Nicholasville, KY

UnscoredInsufficient · 3
$2,343Mileage not verified

Comparison: 3 similar vehicles

Nicholasville, KY

2010 Kia Optima LX

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

2010 Kia Optima LX

Elizabethtown, KY

UnscoredInsufficient · 0
$2,475209,000 mi

Elizabethtown, KY

2004 Acura TSX Base

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

2004 Acura TSX Base

Bardstown, KY

Salvage title
$2,495238,215 mi

Bardstown, KY

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Shepherdsville, KY

UnscoredInsufficient · 3
$2,500229,765 mi

Comparison: 3 similar vehicles

Shepherdsville, KY

2011 Nissan Altima S

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

2011 Nissan Altima S

Shepherdsville, KY

Unscored
$2,500172,910 mi

Comparison: 19 similar vehicles

Shepherdsville, KY

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Shepherdsville, KY

Unscored
$2,500246,830 mi

Comparison: 5 similar vehicles

Shepherdsville, KY

2007 Acura TL Base

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

2007 Acura TL Base

Shepherdsville, KY

UnscoredInsufficient · 0
$2,500166,315 mi

Shepherdsville, KY

2007 Ford Edge SE

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

2007 Ford Edge SE

Shepherdsville, KY

UnscoredInsufficient · 0
$2,500228,180 mi

Shepherdsville, KY

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Shepherdsville, KY

Unscored
$2,500173,848 mi

Comparison: 7 similar vehicles

Shepherdsville, KY

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Frankfort, KY

Unscored
$2,500203,600 mi

Comparison: 5 similar vehicles

Frankfort, KY

2004 Kia Sorento LX

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

2004 Kia Sorento LX

Shepherdsville, KY

UnscoredInsufficient · 0
$2,500186,186 mi

Shepherdsville, KY

2008 Suzuki XL7 Premium

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

2008 Suzuki XL7 Premium

Shepherdsville, KY

UnscoredInsufficient · 0
$2,800220,791 mi

Shepherdsville, KY

2008 Volvo S60 2.5T

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

2008 Volvo S60 2.5T

Shepherdsville, KY

UnscoredInsufficient · 0
$2,800164,107 mi

Shepherdsville, KY

2006 Chrysler Town & Country Touring

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

2006 Chrysler Town & Country Touring

Columbia, KY

Unscored
$2,850214,000 mi

Comparison: 9 similar vehicles

Columbia, KY

2000 Ford F-150 XL

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

2000 Ford F-150 XL

Somerset, KY

UnscoredInsufficient · 0
$2,950353,058 mi

Somerset, KY

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Louisville, KY

Unscored
$2,995169,035 mi

Comparison: 72 similar vehicles

Louisville, KY

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

West Point, KY

Unscored
$2,995183,047 mi

Comparison: 8 similar vehicles

West Point, KY

1998 Mercury Mountaineer Base

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

1998 Mercury Mountaineer Base

Frankfort, KY

UnscoredInsufficient · 0
$2,995247,410 mi

Frankfort, KY

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Columbia, KY

Unscored
$3,000201,033 mi

Comparison: 6 similar vehicles

Columbia, KY

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Shepherdsville, KY

Unscored
$3,000201,315 mi

Comparison: 30 similar vehicles

Shepherdsville, KY

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Louisville, KY

Unscored
$3,000155,653 mi

Comparison: 8 similar vehicles

Louisville, KY

2004 Lexus RX 330

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

2004 Lexus RX 330

Louisville, KY

Unscored
$3,295239,542 mi

Comparison: 17 similar vehicles

Louisville, KY

2012 Kia Rio LX

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

2012 Kia Rio LX

Louisville, KY

UnscoredInsufficient · 0
$3,299174,598 mi

Louisville, KY

2008 Scion xB Base

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

2008 Scion xB Base

Elizabethtown, KY

Unscored
$3,475204,000 mi

Comparison: 5 similar vehicles

Elizabethtown, KY

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Louisville, KY

Unscored
$3,500184,000 mi

Comparison: 5 similar vehicles

Louisville, KY

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Louisville, KY

Unscored
$3,500149,919 mi

Comparison: 40 similar vehicles

Louisville, 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: 5 similar vehicles

Somerset, KY

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Danville, KY

UnscoredInsufficient · 3
$3,577171,284 mi

Comparison: 3 similar vehicles

Danville, KY

2007 Nissan Versa S

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

2007 Nissan Versa S

Shepherdsville, KY

UnscoredInsufficient · 3
$3,80087,000 mi

Comparison: 3 similar vehicles

Shepherdsville, KY

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Nicholasville, KY

UnscoredInsufficient · 3
$3,843187,126 mi

Comparison: 3 similar vehicles

Nicholasville, KY

2009 smart fortwo pure

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

2009 smart fortwo pure

Columbia, KY

Salvage title
$3,85066,000 mi

Columbia, KY

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Nicholasville, KY

Unscored
$3,900205,565 mi

Comparison: 8 similar vehicles

Nicholasville, 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: 21 similar vehicles

Somerset, KY

2010 Honda Odyssey EX

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

2010 Honda Odyssey EX

Shepherdsville, KY

UnscoredInsufficient · 3
$3,900215,866 mi

Comparison: 3 similar vehicles

Shepherdsville, KY

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

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Elizabethtown, KY

Unscored
$3,944317,662 mi

Comparison: 47 similar vehicles

Elizabethtown, KY

2016 Kia Rio LX

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

2016 Kia Rio LX

Jeffersontown, KY

Unscored
$3,950154,547 mi

Comparison: 8 similar vehicles

Jeffersontown, KY

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Mount Washington, KY

Unscored
$3,950169,097 mi

Comparison: 7 similar vehicles

Mount Washington, KY

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

Jeffersontown, KY

UnscoredInsufficient · 4
$3,950155,484 mi

Comparison: 4 similar vehicles

Jeffersontown, KY

2009 Audi Q5 Premium

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

2009 Audi Q5 Premium

Jeffersontown, KY

UnscoredInsufficient · 0
$3,950166,606 mi

Jeffersontown, KY

2016 Hyundai Elantra GT Base

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

2016 Hyundai Elantra GT Base

Lawrenceburg, KY

Unscored
$3,990189,990 mi

Comparison: 14 similar vehicles

Lawrenceburg, KY

2007 Mercedes-Benz C-Class C280 Luxury

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

2007 Mercedes-Benz C-Class C280 Luxury

Louisville, KY

UnscoredInsufficient · 0
$3,990157,548 mi

Louisville, KY

2013 Ford Focus Titanium

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

2013 Ford Focus Titanium

Shepherdsville, KY

UnscoredInsufficient · 0
$3,995198,563 mi

Shepherdsville, 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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