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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 11, 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

2,017 listings found

2003 Ford Ranger XL

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

2003 Ford Ranger XL

Chillicothe, OH

UnscoredInsufficient · 4
$2,495193,164 mi

Comparison: 4 similar vehicles

Chillicothe, OH

1998 Nissan Maxima GLE

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

1998 Nissan Maxima GLE

Chillicothe, OH

UnscoredInsufficient · 0
$2,495148,267 mi

Chillicothe, OH

2009 Ford Focus SE

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

2009 Ford Focus SE

Chillicothe, OH

Unscored
$2,999203,545 mi

Comparison: 22 similar vehicles

Chillicothe, OH

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Chillicothe, OH

Unscored
$3,250222,222 mi

Comparison: 5 similar vehicles

Chillicothe, OH

2012 Chevrolet Captiva Sport LT

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

2012 Chevrolet Captiva Sport LT

Chillicothe, OH

Unscored
$3,494226,681 mi

Comparison: 5 similar vehicles

Chillicothe, OH

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Chillicothe, OH

UnscoredInsufficient · 0
$3,500188,707 mi

Chillicothe, OH

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Chillicothe, OH

Unscored
$3,850127,870 mi

Comparison: 18 similar vehicles

Chillicothe, OH

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Chillicothe, OH

Unscored
$3,995167,481 mi

Comparison: 41 similar vehicles

Chillicothe, OH

2010 Ford Focus SE

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

2010 Ford Focus SE

Chillicothe, OH

Unscored
$3,995178,040 mi

Comparison: 14 similar vehicles

Chillicothe, OH

2011 Ford Focus SE

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

2011 Ford Focus SE

Chillicothe, OH

Unscored
$3,999179,272 mi

Comparison: 8 similar vehicles

Chillicothe, OH

2009 Mercury Mariner Premier

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

2009 Mercury Mariner Premier

Chillicothe, OH

UnscoredInsufficient · 0
$3,999163,846 mi

Chillicothe, OH

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Chillicothe, OH

Unscored
$4,247181,974 mi

Comparison: 117 similar vehicles

Chillicothe, OH

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Chillicothe, OH

Unscored
$4,495184,580 mi

Comparison: 43 similar vehicles

Chillicothe, OH

2010 Ford Focus SE

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

2010 Ford Focus SE

Chillicothe, OH

Fair PriceLimited · 14
$4,499108,456 mi

Market: $2,999 – $8,995

Comparison: 14 similar vehicles

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

Chillicothe, OH

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Chillicothe, OH

Unscored
$4,598131,733 mi

Comparison: 11 similar vehicles

Chillicothe, OH

2013 Nissan Quest SV

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

2013 Nissan Quest SV

Chillicothe, OH

UnscoredInsufficient · 0
$4,911148,317 mi

Chillicothe, OH

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Chillicothe, OH

Unscored
$4,998216,956 mi

Comparison: 35 similar vehicles

Chillicothe, OH

2013 Mazda MAZDA5 Touring

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

2013 Mazda MAZDA5 Touring

Chillicothe, OH

UnscoredInsufficient · 0
$4,999186,014 mi

Chillicothe, OH

2008 Nissan Armada SE

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

2008 Nissan Armada SE

Chillicothe, OH

UnscoredInsufficient · 0
$4,999151,471 mi

Chillicothe, OH

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Chillicothe, OH

UnscoredInsufficient · 4
$5,495122,488 mi

Comparison: 4 similar vehicles

Chillicothe, OH

2005 Chevrolet Colorado Z85

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

2005 Chevrolet Colorado Z85

Chillicothe, OH

Unscored
$5,495132,768 mi

Comparison: 6 similar vehicles

Chillicothe, OH

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Chillicothe, OH

UnscoredInsufficient · 3
$5,800111,745 mi

Comparison: 3 similar vehicles

Chillicothe, OH

2011 GMC Sierra 1500 SLT

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

2011 GMC Sierra 1500 SLT

Chillicothe, OH

Unscored
$5,800169,801 mi

Comparison: 11 similar vehicles

Chillicothe, OH

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

Chillicothe, OH

UnscoredInsufficient · 3
$5,995248,721 mi

Comparison: 3 similar vehicles

Chillicothe, OH

2014 Volkswagen CC R-Line

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

2014 Volkswagen CC R-Line

Chillicothe, OH

UnscoredInsufficient · 0
$5,998118,112 mi

Chillicothe, OH

2015 Kia Soul +

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

2015 Kia Soul +

Chillicothe, OH

Unscored
$5,999155,845 mi

Comparison: 56 similar vehicles

Chillicothe, OH

2012 Kia Sedona LX

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

2012 Kia Sedona LX

Chillicothe, OH

Fair PriceLimited · 15
$5,99978,404 mi

Market: $2,000 – $9,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Chillicothe, OH

2003 Ford Mustang Deluxe

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

2003 Ford Mustang Deluxe

Chillicothe, OH

UnscoredInsufficient · 0
$5,999126,212 mi

Chillicothe, OH

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Chillicothe, OH

Unscored
$6,350153,211 mi

Comparison: 22 similar vehicles

Chillicothe, OH

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Chillicothe, OH

Unscored
$6,495194,493 mi

Comparison: 27 similar vehicles

Chillicothe, OH

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Chillicothe, OH

Unscored
$6,500210,150 mi

Comparison: 5 similar vehicles

Chillicothe, OH

2013 Kia Sorento EX

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

2013 Kia Sorento EX

Chillicothe, OH

UnscoredInsufficient · 0
$6,767141,889 mi

Chillicothe, OH

2013 GMC Acadia SLE

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

2013 GMC Acadia SLE

Chillicothe, OH

Unscored
$6,798144,624 mi

Comparison: 6 similar vehicles

Chillicothe, OH

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Chillicothe, OH

Unscored
$6,990123,535 mi

Comparison: 82 similar vehicles

Chillicothe, OH

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Chillicothe, OH

Unscored
$6,995196,676 mi

Comparison: 63 similar vehicles

Chillicothe, OH

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Chillicothe, OH

Unscored
$6,995176,378 mi

Comparison: 102 similar vehicles

Chillicothe, OH

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Chillicothe, OH

Unscored
$6,995202,352 mi

Comparison: 45 similar vehicles

Chillicothe, OH

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Chillicothe, OH

Unscored
$6,995163,931 mi

Comparison: 17 similar vehicles

Chillicothe, OH

2016 Ford Escape SE

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

2016 Ford Escape SE

Chillicothe, OH

UnscoredInsufficient · 3
$6,99993,415 mi

Comparison: 3 similar vehicles

Chillicothe, OH

2014 Subaru Outback Base

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

2014 Subaru Outback Base

Chillicothe, OH

Unscored
$6,999189,163 mi

Comparison: 10 similar vehicles

Chillicothe, OH

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Chillicothe, OH

Unscored
$6,999176,221 mi

Comparison: 48 similar vehicles

Chillicothe, OH

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Chillicothe, OH

Unscored
$7,398158,277 mi

Comparison: 6 similar vehicles

Chillicothe, OH

2012 Cadillac CTS Sport Sedan Luxury Collection

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

2012 Cadillac CTS Sport Sedan Luxury Collection

Chillicothe, OH

Fair PriceLimited · 15
$7,400117,958 mi

Market: $5,995 – $13,099

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Chillicothe, OH

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Chillicothe, OH

Unscored
$7,430162,997 mi

Comparison: 24 similar vehicles

Chillicothe, OH

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Chillicothe, OH

Unscored
$7,466218,449 mi

Comparison: 97 similar vehicles

Chillicothe, OH

2019 Ford Escape SE

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

2019 Ford Escape SE

Chillicothe, OH

Unscored
$7,495124,725 mi

Comparison: 203 similar vehicles

Chillicothe, OH

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Chillicothe, OH

Unscored
$7,495157,897 mi

Comparison: 5 similar vehicles

Chillicothe, OH

2014 GMC Terrain SLT-1

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

2014 GMC Terrain SLT-1

Chillicothe, OH

Fair PriceLimited · 17
$7,49591,598 mi

Market: $5,900 – $12,998

Comparison: 17 similar vehicles

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

Chillicothe, OH

2018 Toyota Camry LE

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

2018 Toyota Camry LE

Chillicothe, OH

Unscored
$7,789239,783 mi

Comparison: 71 similar vehicles

Chillicothe, OH

2017 Cadillac ATS Sedan Base

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

2017 Cadillac ATS Sedan Base

Chillicothe, OH

Unscored
$7,789141,047 mi

Comparison: 7 similar vehicles

Chillicothe, OH

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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