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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

2,252 listings found

2009 Ford Taurus Limited

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

2009 Ford Taurus Limited

Paris, KY

UnscoredInsufficient · 0
$1,900195,630 mi

Paris, KY

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Paris, KY

UnscoredLimited · 9
$1,900252,740 mi

Comparison: 9 similar vehicles

Paris, KY

2009 Ford Focus SE

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

2009 Ford Focus SE

Vanceburg, KY

UnscoredLimited · 13
$2,000241,503 mi

Comparison: 13 similar vehicles

Vanceburg, 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

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Maysville, KY

UnscoredInsufficient · 0
$2,500245,289 mi

Maysville, 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 · 31
$2,500242,703 mi

Comparison: 31 similar vehicles

Georgetown, KY

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Maysville, KY

UnscoredLimited · 7
$2,799193,793 mi

Comparison: 7 similar vehicles

Maysville, KY

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

Georgetown, KY

UnscoredLimited · 15
$2,900164,448 mi

Comparison: 15 similar vehicles

Georgetown, KY

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Georgetown, KY

UnscoredRobust · 50
$2,900172,670 mi

Comparison: 50 similar vehicles

Georgetown, KY

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Nicholasville, KY

UnscoredModerate · 22
$2,900227,227 mi

Comparison: 22 similar vehicles

Nicholasville, KY

2010 Chevrolet Aveo 1LT

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

2010 Chevrolet Aveo 1LT

Vanceburg, KY

UnscoredInsufficient · 0
$2,950102,641 mi

Vanceburg, 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

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

No Photo

2002 Volkswagen Passat GLS

Lexington, KY

UnscoredInsufficient · 0
$2,995Mileage not verified

Lexington, KY

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Morehead, KY

UnscoredLimited · 12
$3,000202,200 mi

Comparison: 12 similar vehicles

Morehead, KY

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 · 4
$3,150195,154 mi

Comparison: 4 similar vehicles

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

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

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Maysville, KY

UnscoredLimited · 16
$3,399240,000 mi

Comparison: 16 similar vehicles

Maysville, 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

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Morehead, KY

UnscoredModerate · 22
$3,449159,322 mi

Comparison: 22 similar vehicles

Morehead, KY

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Maysville, KY

UnscoredModerate · 45
$3,494154,543 mi

Comparison: 45 similar vehicles

Maysville, KY

2017 Kia Optima LX

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

2017 Kia Optima LX

Nicholasville, KY

UnscoredInsufficient · 3
$3,500203,073 mi

Comparison: 3 similar vehicles

Nicholasville, KY

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

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 · 8
$3,500199,562 mi

Comparison: 8 similar vehicles

Nicholasville, KY

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

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Georgetown, KY

UnscoredRobust · 77
$3,900138,711 mi

Comparison: 77 similar vehicles

Georgetown, KY

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Morehead, KY

UnscoredInsufficient · 4
$3,900114,450 mi

Comparison: 4 similar vehicles

Morehead, KY

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Georgetown, KY

UnscoredInsufficient · 3
$3,900164,302 mi

Comparison: 3 similar vehicles

Georgetown, KY

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Lexington, KY

UnscoredInsufficient · 0
$3,900162,810 mi

Lexington, KY

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Morehead, KY

UnscoredInsufficient · 4
$3,99594,339 mi

Comparison: 4 similar vehicles

Morehead, KY

2012 Nissan Altima S

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

2012 Nissan Altima S

Morehead, KY

UnscoredModerate · 40
$3,996218,000 mi

Comparison: 40 similar vehicles

Morehead, KY

No Photo

2007 Hyundai Elantra SE

Lexington, KY

UnscoredInsufficient · 0
$3,999191,201 mi

Lexington, KY

2004 Nissan Maxima SE

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

2004 Nissan Maxima SE

Mount Sterling, KY

UnscoredInsufficient · 0
$4,295146,655 mi

Mount Sterling, KY

2015 Nissan Altima S

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

2015 Nissan Altima S

Versailles, KY

UnscoredLimited · 5
$4,299124,500 mi

Comparison: 5 similar vehicles

Versailles, KY

2012 Nissan Altima S

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

2012 Nissan Altima S

Winchester, KY

UnscoredLimited · 5
$4,299219,645 mi

Comparison: 5 similar vehicles

Winchester, KY

2014 Dodge Dart SXT

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

2014 Dodge Dart SXT

Mount Sterling, KY

UnscoredLimited · 18
$4,336210,679 mi

Comparison: 18 similar vehicles

Mount Sterling, KY

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Lexington, KY

Fair PriceModerate · 36
$4,337112,283 mi

Market: $3,200 – $8,812

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Lexington, KY

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Lexington, KY

UnscoredModerate · 28
$4,450186,793 mi

Comparison: 28 similar vehicles

Lexington, KY

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Lexington, KY

UnscoredRobust · 78
$4,493191,977 mi

Comparison: 78 similar vehicles

Lexington, KY

2014 Nissan Versa Sedan S Plus

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

2014 Nissan Versa Sedan S Plus

Georgetown, KY

UnscoredLimited · 6
$4,495196,284 mi

Comparison: 6 similar vehicles

Georgetown, KY

No Photo

2011 Chevrolet Malibu 1LS

Georgetown, KY

UnscoredLimited · 7
$4,495192,823 mi

Comparison: 7 similar vehicles

Georgetown, KY

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Lexington, KY

UnscoredInsufficient · 4
$4,499167,801 mi

Comparison: 4 similar vehicles

Lexington, KY

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Morehead, KY

UnscoredModerate · 33
$4,500137,089 mi

Comparison: 33 similar vehicles

Morehead, KY

2014 Hyundai Sonata Hybrid Limited

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

2014 Hyundai Sonata Hybrid Limited

Lexington, KY

UnscoredInsufficient · 4
$4,500136,778 mi

Comparison: 4 similar vehicles

Lexington, KY

2006 Nissan Altima S

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

2006 Nissan Altima S

Nicholasville, KY

UnscoredLimited · 10
$4,500165,127 mi

Comparison: 10 similar vehicles

Nicholasville, KY

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Maysville, KY

UnscoredLimited · 9
$4,624206,465 mi

Comparison: 9 similar vehicles

Maysville, KY

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

Lexington, KY

UnscoredInsufficient · 0
$4,700120,206 mi

Lexington, 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 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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