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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 10, 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

271 listings found

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Frankfort, IN

Unscored
$2,752194,206 mi

Comparison: 7 similar vehicles

Frankfort, IN

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

Frankfort, IN

Unscored
$2,988244,102 mi

Comparison: 9 similar vehicles

Frankfort, IN

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Frankfort, IN

UnscoredInsufficient · 0
$2,988225,311 mi

Frankfort, IN

1995 Ford Econoline

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

1995 Ford Econoline

Frankfort, IN

UnscoredInsufficient · 0
$3,272150,150 mi

Frankfort, IN

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Frankfort, IN

UnscoredInsufficient · 3
$3,488204,152 mi

Comparison: 3 similar vehicles

Frankfort, IN

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Frankfort, IN

Unscored
$4,988182,398 mi

Comparison: 6 similar vehicles

Frankfort, IN

2003 Dodge Durango SPORT

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

2003 Dodge Durango SPORT

Frankfort, IN

UnscoredInsufficient · 3
$4,98890,159 mi

Comparison: 3 similar vehicles

Frankfort, IN

2003 Ford F-250 Super Duty Lariat

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

2003 Ford F-250 Super Duty Lariat

Frankfort, IN

Unscored
$4,988231,103 mi

Comparison: 6 similar vehicles

Frankfort, IN

2014 Nissan Versa Sedan S

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

2014 Nissan Versa Sedan S

Frankfort, IN

Salvage title
$5,900108,864 mi

Frankfort, IN

2006 Honda Accord VP

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

2006 Honda Accord VP

Frankfort, IN

UnscoredInsufficient · 0
$5,995149,533 mi

Frankfort, IN

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Frankfort, IN

Unscored
$6,700144,729 mi

Comparison: 72 similar vehicles

Frankfort, IN

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Frankfort, IN

Unscored
$6,995101,019 mi

Comparison: 5 similar vehicles

Frankfort, IN

2005 Acura TSX Base

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

2005 Acura TSX Base

Frankfort, IN

UnscoredInsufficient · 4
$7,250141,170 mi

Comparison: 4 similar vehicles

Frankfort, IN

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Frankfort, IN

Fair PriceLimited · 17
$7,52480,337 mi

Market: $4,950 – $17,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 361 days listed (based on current market benchmarks)

Frankfort, IN

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Frankfort, IN

Unscored
$7,900151,755 mi

Comparison: 14 similar vehicles

Frankfort, IN

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Frankfort, IN

UnscoredInsufficient · 3
$7,988145,479 mi

Comparison: 3 similar vehicles

Frankfort, IN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Frankfort, IN

Unscored
$7,988133,701 mi

Comparison: 30 similar vehicles

Frankfort, IN

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Frankfort, IN

UnscoredInsufficient · 4
$7,995129,740 mi

Comparison: 4 similar vehicles

Frankfort, IN

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Frankfort, IN

Unscored
$7,995166,977 mi

Comparison: 10 similar vehicles

Frankfort, IN

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Frankfort, IN

Unscored
$8,152123,105 mi

Comparison: 11 similar vehicles

Frankfort, IN

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Frankfort, IN

Fair PriceModerate · 20
$8,250114,383 mi

Market: $3,999 – $15,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Frankfort, IN

2016 RAM Promaster City Tradesman

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

2016 RAM Promaster City Tradesman

Frankfort, IN

Unscored
$8,282115,800 mi

Comparison: 6 similar vehicles

Frankfort, IN

2012 Honda Civic LX

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

2012 Honda Civic LX

Frankfort, IN

Unscored
$8,500126,720 mi

Comparison: 18 similar vehicles

Frankfort, IN

2012 Honda Civic LX

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

2012 Honda Civic LX

Frankfort, IN

Unscored
$8,500147,627 mi

Comparison: 18 similar vehicles

Frankfort, IN

2014 Ford Fusion Energi SE Luxury

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

2014 Ford Fusion Energi SE Luxury

Frankfort, IN

UnscoredInsufficient · 0
$8,750112,371 mi

Frankfort, IN

2016 Chevrolet Malibu 1LS

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

2016 Chevrolet Malibu 1LS

Frankfort, IN

UnscoredInsufficient · 4
$8,900183,267 mi

Comparison: 4 similar vehicles

Frankfort, IN

2013 Honda Odyssey Touring

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

2013 Honda Odyssey Touring

Frankfort, IN

Unscored
$8,988182,338 mi

Comparison: 19 similar vehicles

Frankfort, IN

2012 Honda Civic LX

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

2012 Honda Civic LX

Frankfort, IN

Unscored
$8,995130,846 mi

Comparison: 18 similar vehicles

Frankfort, IN

2010 Honda Civic LX-S

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

2010 Honda Civic LX-S

Frankfort, IN

UnscoredInsufficient · 4
$9,152113,616 mi

Comparison: 4 similar vehicles

Frankfort, IN

2004 GMC Canyon Z71 SLE

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

2004 GMC Canyon Z71 SLE

Frankfort, IN

UnscoredInsufficient · 0
$9,488122,232 mi

Frankfort, IN

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Frankfort, IN

Fair PriceModerate · 41
$9,50093,401 mi

Market: $5,995 – $12,980

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Frankfort, IN

2008 Acura TL Base

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

2008 Acura TL Base

Frankfort, IN

Unscored
$9,50083,860 mi

Comparison: 6 similar vehicles

Frankfort, IN

1998 Chevrolet P30

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

1998 Chevrolet P30

Frankfort, IN

UnscoredInsufficient · 0
$9,78257,927 mi

Frankfort, IN

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Frankfort, IN

UnscoredInsufficient · 4
$9,900158,472 mi

Comparison: 4 similar vehicles

Frankfort, IN

2017 Subaru Impreza Base

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

2017 Subaru Impreza Base

Frankfort, IN

Unscored
$9,988147,669 mi

Comparison: 6 similar vehicles

Frankfort, IN

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Frankfort, IN

Unscored
$9,98888,681 mi

Comparison: 8 similar vehicles

Frankfort, IN

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Frankfort, IN

Unscored
$9,988151,549 mi

Comparison: 24 similar vehicles

Frankfort, IN

2015 Kia Forte LX

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

2015 Kia Forte LX

Frankfort, IN

UnscoredInsufficient · 3
$9,99574,704 mi

Comparison: 3 similar vehicles

Frankfort, IN

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Frankfort, IN

Unscored
$9,99590,775 mi

Comparison: 5 similar vehicles

Frankfort, IN

2007 Toyota Tacoma Base

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

2007 Toyota Tacoma Base

Frankfort, IN

Unscored
$10,152219,748 mi

Comparison: 14 similar vehicles

Frankfort, IN

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Frankfort, IN

Salvage title
$10,50093,048 mi

Frankfort, IN

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Frankfort, IN

Unscored
$10,900158,183 mi

Comparison: 7 similar vehicles

Frankfort, IN

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Frankfort, IN

Unscored
$10,900168,047 mi

Comparison: 7 similar vehicles

Frankfort, IN

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Frankfort, IN

Fair PriceModerate · 20
$10,988115,340 mi

Market: $5,000 – $16,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Frankfort, IN

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Frankfort, IN

UnscoredInsufficient · 3
$10,988142,228 mi

Comparison: 3 similar vehicles

Frankfort, IN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Frankfort, IN

UnscoredInsufficient · 0
$10,98843,781 mi

Frankfort, IN

2005 Chevrolet Colorado Z85

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

2005 Chevrolet Colorado Z85

Frankfort, IN

UnscoredInsufficient · 0
$10,988118,110 mi

Frankfort, IN

1997 Chevrolet Camaro Z28

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

1997 Chevrolet Camaro Z28

Frankfort, IN

Unscored
$10,98832,883 mi

Comparison: 12 similar vehicles

Frankfort, IN

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Frankfort, IN

Fair PriceLimited · 10
$10,995104,545 mi

Market: $4,988 – $15,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Frankfort, IN

2017 Hyundai Sonata Limited

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

2017 Hyundai Sonata Limited

Frankfort, IN

Fair PriceModerate · 21
$11,152108,500 mi

Market: $7,450 – $15,590

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Frankfort, IN

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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