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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

5,106 listings found

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Georgetown, OH

UnscoredInsufficient · 4
$1,395202,395 mi

Comparison: 4 similar vehicles

Georgetown, OH

2008 Hyundai Veracruz SE

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

2008 Hyundai Veracruz SE

Milford, OH

UnscoredInsufficient · 0
$2,414190,484 mi

Milford, OH

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Circleville, OH

UnscoredLimited · 17
$2,495164,724 mi

Comparison: 17 similar vehicles

Circleville, OH

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Amelia, OH

UnscoredLimited · 6
$2,650174,521 mi

Comparison: 6 similar vehicles

Amelia, OH

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Georgetown, OH

UnscoredInsufficient · 3
$2,695155,378 mi

Comparison: 3 similar vehicles

Georgetown, OH

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Georgetown, OH

UnscoredLimited · 12
$2,995247,839 mi

Comparison: 12 similar vehicles

Georgetown, OH

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Maysville, KY

UnscoredModerate · 34
$2,999201,851 mi

Comparison: 34 similar vehicles

Maysville, KY

2011 GMC Yukon XL SLT

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

2011 GMC Yukon XL SLT

Maysville, KY

UnscoredInsufficient · 4
$3,000254,556 mi

Comparison: 4 similar vehicles

Maysville, KY

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Waverly, OH

UnscoredInsufficient · 0
$3,049445,699 mi

Waverly, OH

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Georgetown, OH

UnscoredModerate · 32
$3,195206,745 mi

Comparison: 32 similar vehicles

Georgetown, OH

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

West Portsmouth, OH

Salvage title
$3,200133,469 mi

West Portsmouth, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Georgetown, OH

UnscoredRobust · 109
$3,295179,806 mi

Comparison: 109 similar vehicles

Georgetown, OH

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

West Portsmouth, OH

UnscoredLimited · 5
$3,300241,236 mi

Comparison: 5 similar vehicles

West Portsmouth, OH

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Olive Hill, KY

UnscoredLimited · 7
$3,400179,230 mi

Comparison: 7 similar vehicles

Olive Hill, KY

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 Hyundai Tucson SE

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

2014 Hyundai Tucson SE

Sardinia, OH

UnscoredLimited · 9
$3,695225,792 mi

Comparison: 9 similar vehicles

Sardinia, OH

2002 Buick Rendezvous FWD CX

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

2002 Buick Rendezvous FWD CX

Cincinnati, OH

UnscoredInsufficient · 0
$3,79288,818 mi

Cincinnati, OH

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

West Portsmouth, OH

Salvage title
$3,80088,441 mi

West Portsmouth, OH

2005 Saturn VUE Base

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

2005 Saturn VUE Base

Waverly, OH

UnscoredInsufficient · 0
$3,914145,722 mi

Waverly, OH

2007 Chevrolet TrailBlazer LT

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

2007 Chevrolet TrailBlazer LT

Wilmington, OH

UnscoredLimited · 8
$3,939226,494 mi

Comparison: 8 similar vehicles

Wilmington, OH

2014 Honda Pilot EX-L

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

2014 Honda Pilot EX-L

Sardinia, OH

UnscoredLimited · 8
$3,995251,678 mi

Comparison: 8 similar vehicles

Sardinia, OH

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Sardinia, OH

UnscoredLimited · 5
$3,995137,763 mi

Comparison: 5 similar vehicles

Sardinia, OH

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Georgetown, OH

UnscoredLimited · 7
$3,995180,932 mi

Comparison: 7 similar vehicles

Georgetown, OH

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Sardinia, OH

UnscoredLimited · 16
$3,995149,068 mi

Comparison: 16 similar vehicles

Sardinia, OH

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Blanchester, OH

UnscoredLimited · 6
$3,995169,964 mi

Comparison: 6 similar vehicles

Blanchester, 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 · 3
$3,999163,846 mi

Comparison: 3 similar vehicles

Chillicothe, OH

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Maysville, KY

UnscoredRobust · 52
$4,000156,352 mi

Comparison: 52 similar vehicles

Maysville, KY

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

Maysville, KY

UnscoredInsufficient · 0
$4,000202,980 mi

Maysville, KY

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Waverly, OH

UnscoredLimited · 9
$4,137183,889 mi

Comparison: 9 similar vehicles

Waverly, OH

2015 Honda Pilot EX-L

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

2015 Honda Pilot EX-L

West Union, OH

UnscoredModerate · 27
$4,398258,627 mi

Comparison: 27 similar vehicles

West Union, OH

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Olive Hill, KY

UnscoredLimited · 6
$4,400167,041 mi

Comparison: 6 similar vehicles

Olive Hill, KY

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

UnscoredModerate · 46
$4,495167,481 mi

Comparison: 46 similar vehicles

Chillicothe, OH

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Amelia, OH

UnscoredRobust · 57
$4,500180,840 mi

Comparison: 57 similar vehicles

Amelia, OH

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Amelia, OH

UnscoredLimited · 14
$4,500146,451 mi

Comparison: 14 similar vehicles

Amelia, OH

2012 Mitsubishi Outlander Sport ES

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

2012 Mitsubishi Outlander Sport ES

Goshen, OH

UnscoredInsufficient · 0
$4,595117,577 mi

Goshen, OH

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Ironton, OH

UnscoredModerate · 26
$4,690183,068 mi

Comparison: 26 similar vehicles

Ironton, OH

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Wilmington, OH

UnscoredLimited · 16
$4,698143,580 mi

Comparison: 16 similar vehicles

Wilmington, OH

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Cincinnati, OH

UnscoredLimited · 15
$4,792136,335 mi

Comparison: 15 similar vehicles

Cincinnati, OH

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Cincinnati, OH

Fair PriceLimited · 15
$4,792103,431 mi

Market: $1,900 – $5,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Cincinnati, OH

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Cincinnati, OH

UnscoredInsufficient · 0
$4,792132,690 mi

Cincinnati, OH

2003 Jeep Liberty Renegade

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

2003 Jeep Liberty Renegade

Cincinnati, OH

UnscoredInsufficient · 0
$4,792121,527 mi

Cincinnati, OH

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Cincinnati, OH

UnscoredInsufficient · 0
$4,792134,671 mi

Cincinnati, OH

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Jamestown, OH

Fair PriceModerate · 45
$4,80065,470 mi

Market: $2,275 – $8,044

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Jamestown, OH

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Maysville, KY

UnscoredModerate · 38
$4,857200,418 mi

Comparison: 38 similar vehicles

Maysville, KY

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Wilmington, OH

UnscoredModerate · 30
$4,893200,636 mi

Comparison: 30 similar vehicles

Wilmington, OH

2011 Volkswagen Tiguan SEL

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

2011 Volkswagen Tiguan SEL

Wilmington, OH

UnscoredInsufficient · 0
$4,898132,759 mi

Wilmington, OH

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Olive Hill, KY

UnscoredLimited · 11
$4,900162,365 mi

Comparison: 11 similar vehicles

Olive Hill, KY

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Olive Hill, KY

UnscoredModerate · 41
$4,900164,429 mi

Comparison: 41 similar vehicles

Olive Hill, KY

2012 Chevrolet Captiva Sport 2LS

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

2012 Chevrolet Captiva Sport 2LS

Olive Hill, KY

UnscoredInsufficient · 3
$4,900119,367 mi

Comparison: 3 similar vehicles

Olive Hill, KY

2005 GMC Envoy XL SLT

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

2005 GMC Envoy XL SLT

Olive Hill, KY

UnscoredInsufficient · 0
$4,900215,557 mi

Olive Hill, 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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