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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

4,384 listings found

2010 Ford Fusion Sport

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

2010 Ford Fusion Sport

Bardstown, KY

UnscoredLimited · 13
$1,750216,382 mi

Comparison: 13 similar vehicles

Bardstown, KY

2010 BMW 5 Series 528i

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

2010 BMW 5 Series 528i

Sparta, KY

UnscoredInsufficient · 0
$1,750225,423 mi

Sparta, KY

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Winchester, KY

UnscoredInsufficient · 4
$1,750138,678 mi

Comparison: 4 similar vehicles

Winchester, KY

2001 Jaguar S-Type V6

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

2001 Jaguar S-Type V6

Sparta, KY

UnscoredInsufficient · 0
$1,750Mileage not verified

Sparta, KY

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Jeffersonville, IN

UnscoredInsufficient · 0
$1,899150,000 mi

Jeffersonville, IN

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Georgetown, KY

UnscoredLimited · 9
$1,900252,740 mi

Comparison: 9 similar vehicles

Georgetown, KY

2008 Nissan Sentra 2.0 S

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

2008 Nissan Sentra 2.0 S

Jeffersontown, KY

UnscoredInsufficient · 3
$1,950214,324 mi

Comparison: 3 similar vehicles

Jeffersontown, KY

2006 Saturn ION 2

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

2006 Saturn ION 2

Louisville, KY

UnscoredInsufficient · 0
$1,995211,960 mi

Louisville, 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 · 4
$2,343Mileage not verified

Comparison: 4 similar vehicles

Nicholasville, KY

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Shepherdsville, KY

UnscoredLimited · 13
$2,500195,747 mi

Comparison: 13 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

UnscoredLimited · 19
$2,500172,910 mi

Comparison: 19 similar vehicles

Shepherdsville, KY

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Georgetown, KY

UnscoredModerate · 30
$2,500242,703 mi

Comparison: 30 similar vehicles

Georgetown, KY

2012 Ford Focus S

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

2012 Ford Focus S

Jeffersonville, IN

UnscoredInsufficient · 0
$2,725175,960 mi

Jeffersonville, IN

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Paris, KY

UnscoredLimited · 17
$2,900164,448 mi

Comparison: 17 similar vehicles

Paris, KY

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Paris, KY

UnscoredModerate · 49
$2,900172,670 mi

Comparison: 49 similar vehicles

Paris, KY

2005 Mazda MAZDA3 I

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

2005 Mazda MAZDA3 I

Jeffersontown, KY

UnscoredInsufficient · 3
$2,950174,002 mi

Comparison: 3 similar vehicles

Jeffersontown, KY

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Lexington, KY

UnscoredLimited · 9
$2,980349,543 mi

Comparison: 9 similar vehicles

Lexington, 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

UnscoredRobust · 57
$2,995169,035 mi

Comparison: 57 similar vehicles

Louisville, KY

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Nicholasville, KY

UnscoredLimited · 14
$2,995229,245 mi

Comparison: 14 similar vehicles

Nicholasville, KY

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Bardstown, KY

UnscoredInsufficient · 0
$2,995254,001 mi

Bardstown, KY

No Photo

2002 Volkswagen Passat GLS

Lexington, KY

UnscoredInsufficient · 0
$2,995Mileage not verified

Lexington, KY

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Jeffersonville, IN

UnscoredModerate · 28
$3,000187,848 mi

Comparison: 28 similar vehicles

Jeffersonville, IN

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Shepherdsville, KY

UnscoredInsufficient · 0
$3,000179,372 mi

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

UnscoredLimited · 15
$3,000155,653 mi

Comparison: 15 similar vehicles

Louisville, KY

2007 Saab 9-3 2.0T

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

2007 Saab 9-3 2.0T

Jeffersonville, IN

UnscoredInsufficient · 0
$3,000145,123 mi

Jeffersonville, IN

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Winchester, KY

UnscoredInsufficient · 0
$3,150195,154 mi

Winchester, KY

2014 Hyundai Sonata Hybrid Base

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

2014 Hyundai Sonata Hybrid Base

Winchester, KY

UnscoredInsufficient · 3
$3,290157,888 mi

Comparison: 3 similar vehicles

Winchester, KY

2005 Honda Accord EX

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

2005 Honda Accord EX

Jeffersonville, IN

Salvage title
$3,295250,000 mi

Jeffersonville, IN

2008 Kia Spectra SX

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

2008 Kia Spectra SX

Jeffersonville, IN

UnscoredInsufficient · 0
$3,299185,000 mi

Jeffersonville, IN

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Lexington, KY

UnscoredLimited · 6
$3,300304,884 mi

Comparison: 6 similar vehicles

Lexington, KY

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

Winchester, KY

UnscoredInsufficient · 0
$3,350199,426 mi

Winchester, KY

2006 Volkswagen Jetta 2.5

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

2006 Volkswagen Jetta 2.5

Winchester, KY

UnscoredInsufficient · 0
$3,350209,253 mi

Winchester, KY

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Lexington, KY

UnscoredModerate · 31
$3,400197,123 mi

Comparison: 31 similar vehicles

Lexington, KY

2014 Chevrolet Impala 1FL

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

2014 Chevrolet Impala 1FL

Sparta, KY

UnscoredLimited · 19
$3,450128,314 mi

Comparison: 19 similar vehicles

Sparta, KY

2005 Nissan Altima S

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

2005 Nissan Altima S

Lexington, KY

UnscoredInsufficient · 0
$3,48016,199 mi

Lexington, KY

2017 Kia Optima LX

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

2017 Kia Optima LX

Paris, KY

UnscoredInsufficient · 3
$3,500203,073 mi

Comparison: 3 similar vehicles

Paris, KY

2016 Kia Optima EX

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

2016 Kia Optima EX

Jeffersonville, IN

UnscoredModerate · 23
$3,500198,260 mi

Comparison: 23 similar vehicles

Jeffersonville, IN

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Nicholasville, KY

UnscoredLimited · 13
$3,500184,061 mi

Comparison: 13 similar vehicles

Nicholasville, KY

2011 Chevrolet Malibu LTZ

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

2011 Chevrolet Malibu LTZ

Louisville, KY

UnscoredModerate · 33
$3,500161,615 mi

Comparison: 33 similar vehicles

Louisville, KY

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Louisville, KY

UnscoredInsufficient · 3
$3,500255,321 mi

Comparison: 3 similar vehicles

Louisville, KY

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Nicholasville, KY

UnscoredLimited · 18
$3,500199,562 mi

Comparison: 18 similar vehicles

Nicholasville, KY

2004 Honda Accord EX

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

2004 Honda Accord EX

Jeffersonville, IN

Salvage title
$3,500223,180 mi

Jeffersonville, IN

2014 Cadillac ATS Luxury Collection

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

2014 Cadillac ATS Luxury Collection

Jeffersonville, IN

UnscoredLimited · 13
$3,700208,765 mi

Comparison: 13 similar vehicles

Jeffersonville, IN

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Lexington, KY

UnscoredLimited · 5
$3,800196,000 mi

Comparison: 5 similar vehicles

Lexington, KY

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Jeffersonville, IN

UnscoredModerate · 23
$3,900148,671 mi

Comparison: 23 similar vehicles

Jeffersonville, IN

2015 Nissan Altima S

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

2015 Nissan Altima S

Jeffersonville, IN

UnscoredInsufficient · 4
$3,900185,519 mi

Comparison: 4 similar vehicles

Jeffersonville, IN

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Jeffersonville, IN

UnscoredModerate · 23
$3,900176,654 mi

Comparison: 23 similar vehicles

Jeffersonville, IN

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Paris, KY

UnscoredRobust · 78
$3,900138,711 mi

Comparison: 78 similar vehicles

Paris, KY

2014 Ford Fiesta S

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

2014 Ford Fiesta S

Louisville, KY

UnscoredInsufficient · 3
$3,900227,057 mi

Comparison: 3 similar vehicles

Louisville, KY

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

Jeffersonville, IN

UnscoredInsufficient · 3
$3,900238,695 mi

Comparison: 3 similar vehicles

Jeffersonville, IN

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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