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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 9, 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

1,541 listings found

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

UnscoredInsufficient · 4
$2,500203,600 mi

Comparison: 4 similar vehicles

Frankfort, KY

1998 Jeep Grand Cherokee LIMITED

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

1998 Jeep Grand Cherokee LIMITED

Frankfort, KY

UnscoredInsufficient · 0
$2,777178,033 mi

Frankfort, KY

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Frankfort, KY

UnscoredInsufficient · 0
$2,888162,000 mi

Frankfort, 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

2004 Saturn VUE Base

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

2004 Saturn VUE Base

Frankfort, KY

Unscored
$3,699107,387 mi

Comparison: 15 similar vehicles

Frankfort, KY

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Frankfort, KY

Unscored
$4,688286,447 mi

Comparison: 36 similar vehicles

Frankfort, KY

2007 Buick LaCrosse CXS

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

2007 Buick LaCrosse CXS

Frankfort, KY

UnscoredInsufficient · 0
$4,995153,000 mi

Frankfort, KY

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Frankfort, KY

UnscoredInsufficient · 0
$4,999136,086 mi

Frankfort, KY

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

Frankfort, KY

UnscoredInsufficient · 4
$4,999133,033 mi

Comparison: 4 similar vehicles

Frankfort, KY

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Frankfort, KY

Unscored
$5,555161,974 mi

Comparison: 25 similar vehicles

Frankfort, KY

2011 Mercedes-Benz C-Class C300 Sport

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

2011 Mercedes-Benz C-Class C300 Sport

Frankfort, KY

Unscored
$5,555140,736 mi

Comparison: 12 similar vehicles

Frankfort, KY

2008 Hummer H3

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

2008 Hummer H3

Frankfort, KY

Unscored
$5,555274,080 mi

Comparison: 9 similar vehicles

Frankfort, KY

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Frankfort, KY

Unscored
$5,888165,710 mi

Comparison: 33 similar vehicles

Frankfort, KY

2010 Lexus IS 250

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

2010 Lexus IS 250

Frankfort, KY

Unscored
$5,995205,100 mi

Comparison: 16 similar vehicles

Frankfort, KY

2006 Nissan Altima SE

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

2006 Nissan Altima SE

Frankfort, KY

UnscoredInsufficient · 0
$5,995130,148 mi

Frankfort, KY

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Frankfort, KY

Unscored
$5,995207,000 mi

Comparison: 9 similar vehicles

Frankfort, 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

Frankfort, KY

Fair PriceLimited · 17
$5,999108,689 mi

Market: $3,200 – $6,490

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Frankfort, KY

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Frankfort, KY

Salvage title
$6,49988,906 mi

Frankfort, KY

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Frankfort, KY

Unscored
$6,499137,419 mi

Comparison: 76 similar vehicles

Frankfort, KY

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Frankfort, KY

Fair PriceModerate · 31
$6,59981,962 mi

Market: $3,495 – $9,845

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Frankfort, KY

2013 Volkswagen Jetta SportWagen S

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

2013 Volkswagen Jetta SportWagen S

Frankfort, KY

UnscoredInsufficient · 0
$6,797133,799 mi

Frankfort, KY

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Frankfort, KY

Fair PriceLimited · 12
$6,80078,659 mi

Market: $4,500 – $10,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Frankfort, KY

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Frankfort, KY

Unscored
$6,995152,276 mi

Comparison: 17 similar vehicles

Frankfort, KY

2004 Dodge Dakota SLT

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

2004 Dodge Dakota SLT

Frankfort, KY

UnscoredInsufficient · 0
$6,995253,522 mi

Frankfort, KY

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Frankfort, KY

Unscored
$6,999151,827 mi

Comparison: 33 similar vehicles

Frankfort, KY

2006 Chevrolet Silverado 1500 Work Truck

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

2006 Chevrolet Silverado 1500 Work Truck

Frankfort, KY

Fair PriceLimited · 10
$7,22284,118 mi

Market: $6,400 – $12,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 250 days listed (based on current market benchmarks)

Frankfort, KY

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Frankfort, KY

Unscored
$7,500227,569 mi

Comparison: 5 similar vehicles

Frankfort, KY

2011 Lexus IS 250

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

2011 Lexus IS 250

Frankfort, KY

UnscoredInsufficient · 4
$7,646152,122 mi

Comparison: 4 similar vehicles

Frankfort, KY

2016 Nissan Maxima Platinum

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

2016 Nissan Maxima Platinum

Frankfort, KY

Unscored
$7,661155,118 mi

Comparison: 19 similar vehicles

Frankfort, KY

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Frankfort, KY

UnscoredInsufficient · 3
$7,777136,764 mi

Comparison: 3 similar vehicles

Frankfort, KY

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

Frankfort, KY

UnscoredInsufficient · 3
$7,900167,763 mi

Comparison: 3 similar vehicles

Frankfort, KY

2016 Hyundai Veloster Base

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

2016 Hyundai Veloster Base

Frankfort, KY

Fair PriceModerate · 25
$7,99975,550 mi

Market: $4,900 – $16,100

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Frankfort, KY

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Frankfort, KY

Fair PriceLimited · 11
$8,450106,240 mi

Market: $3,980 – $9,495

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Frankfort, KY

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Frankfort, KY

Unscored
$8,499151,360 mi

Comparison: 8 similar vehicles

Frankfort, KY

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Frankfort, KY

Fair PriceLimited · 12
$8,49999,093 mi

Market: $3,755 – $8,969

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Frankfort, KY

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Frankfort, KY

Unscored
$8,499100,213 mi

Comparison: 9 similar vehicles

Frankfort, KY

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Frankfort, KY

UnscoredInsufficient · 3
$8,500183,178 mi

Comparison: 3 similar vehicles

Frankfort, KY

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Frankfort, KY

Fair PriceModerate · 22
$8,500107,694 mi

Market: $3,995 – $9,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Frankfort, KY

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Frankfort, KY

Fair PriceModerate · 22
$8,69760,826 mi

Market: $7,393 – $13,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Frankfort, KY

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Frankfort, KY

Unscored
$8,888165,165 mi

Comparison: 6 similar vehicles

Frankfort, KY

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

Frankfort, KY

Unscored
$8,888146,776 mi

Comparison: 5 similar vehicles

Frankfort, KY

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Frankfort, KY

Unscored
$8,995182,084 mi

Comparison: 36 similar vehicles

Frankfort, KY

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Frankfort, KY

UnscoredInsufficient · 3
$8,995149,723 mi

Comparison: 3 similar vehicles

Frankfort, KY

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Frankfort, KY

Fair PriceRobust · 54
$8,995110,526 mi

Market: $3,995 – $15,095

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 245 days listed (based on current market benchmarks)

Frankfort, KY

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Frankfort, KY

Unscored
$8,995199,335 mi

Comparison: 25 similar vehicles

Frankfort, KY

2008 Toyota Camry XLE

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

2008 Toyota Camry XLE

Frankfort, KY

UnscoredInsufficient · 3
$8,995165,289 mi

Comparison: 3 similar vehicles

Frankfort, KY

2001 Chrysler Sebring LXI

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

2001 Chrysler Sebring LXI

Frankfort, KY

UnscoredInsufficient · 0
$8,99540,123 mi

Frankfort, KY

2017 Ford Escape SE

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

2017 Ford Escape SE

Frankfort, KY

Fair PriceModerate · 22
$9,032108,642 mi

Market: $7,950 – $15,990

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Frankfort, KY

2018 Lincoln MKX Select

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

2018 Lincoln MKX Select

Frankfort, KY

UnscoredInsufficient · 0
$9,113152,676 mi

Frankfort, KY

2015 Honda Fit EX

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

2015 Honda Fit EX

Frankfort, KY

Unscored
$9,446175,401 mi

Comparison: 29 similar vehicles

Frankfort, 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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