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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 12, 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

14,970 listings found

2004 Buick Rendezvous CX AWD

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

2004 Buick Rendezvous CX AWD

Wurtland, KY

UnscoredInsufficient · 0
$1,500200,010 mi

Wurtland, KY

2003 Pontiac Grand Am GT

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

2003 Pontiac Grand Am GT

Ashland, KY

UnscoredInsufficient · 0
$1,789219,801 mi

Ashland, KY

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Ashland, KY

UnscoredInsufficient · 0
$2,000165,798 mi

Ashland, KY

2003 Mazda Tribute LX

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

2003 Mazda Tribute LX

Ashland, KY

UnscoredInsufficient · 0
$2,289233,585 mi

Ashland, KY

2005 Honda Civic LX

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

2005 Honda Civic LX

West Portsmouth, OH

Unscored
$2,400172,101 mi

Comparison: 5 similar vehicles

West Portsmouth, OH

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Louisa, KY

UnscoredInsufficient · 0
$2,450181,396 mi

Louisa, KY

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Gallipolis, OH

UnscoredInsufficient · 0
$2,500187,564 mi

Gallipolis, OH

2005 Honda Civic LX

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

2005 Honda Civic LX

Louisa, KY

UnscoredInsufficient · 3
$2,990263,334 mi

Comparison: 3 similar vehicles

Louisa, KY

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Gallipolis, OH

UnscoredInsufficient · 4
$2,995257,791 mi

Comparison: 4 similar vehicles

Gallipolis, OH

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Louisa, KY

Fair PriceLimited · 12
$2,995Mileage not verified

Market: $1,700 – $4,500

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Louisa, KY

2007 Ford F-150 FX4

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

2007 Ford F-150 FX4

Louisa, KY

Unscored
$2,995198,553 mi

Comparison: 5 similar vehicles

Louisa, KY

2005 Ford Explorer Limited

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

2005 Ford Explorer Limited

Louisa, KY

UnscoredInsufficient · 0
$2,995260,000 mi

Louisa, KY

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Louisa, KY

UnscoredInsufficient · 0
$2,995214,680 mi

Louisa, KY

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Ashland, KY

UnscoredInsufficient · 0
$2,999Mileage not verified

Ashland, KY

2007 Chrysler Town & Country Touring

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

2007 Chrysler Town & Country Touring

Saint Albans, WV

UnscoredInsufficient · 0
$3,000168,502 mi

Saint Albans, WV

2003 Chrysler PT Cruiser Base

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

2003 Chrysler PT Cruiser Base

Ashland, KY

UnscoredInsufficient · 0
$3,049153,900 mi

Ashland, KY

2005 Hyundai Elantra GLS

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

2005 Hyundai Elantra GLS

Saint Albans, WV

UnscoredInsufficient · 3
$3,191205,522 mi

Comparison: 3 similar vehicles

Saint Albans, WV

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

2012 Ford Focus SE

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

2012 Ford Focus SE

Ashland, KY

Unscored
$3,289171,160 mi

Comparison: 44 similar vehicles

Ashland, KY

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Ashland, KY

Unscored
$3,289217,093 mi

Comparison: 13 similar vehicles

Ashland, KY

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

Unscored
$3,400179,230 mi

Comparison: 8 similar vehicles

Olive Hill, KY

2010 Chevrolet Aveo5 2LT

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

2010 Chevrolet Aveo5 2LT

Winfield, WV

UnscoredInsufficient · 0
$3,500123,035 mi

Winfield, WV

2006 Volvo S60 2.5T

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

2006 Volvo S60 2.5T

Charleston, WV

UnscoredInsufficient · 0
$3,500156,118 mi

Charleston, WV

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Louisa, KY

UnscoredInsufficient · 3
$3,500192,434 mi

Comparison: 3 similar vehicles

Louisa, KY

2013 Ford Focus SE

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

2013 Ford Focus SE

Ashland, KY

Unscored
$3,589289,879 mi

Comparison: 65 similar vehicles

Ashland, KY

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

West Portsmouth, OH

Salvage title
$3,600150,612 mi

West Portsmouth, OH

2006 Pontiac Vibe Base

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

2006 Pontiac Vibe Base

Saint Albans, WV

UnscoredInsufficient · 0
$3,658171,324 mi

Saint Albans, WV

2015 Ford Focus SE

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

2015 Ford Focus SE

Ashland, KY

Unscored
$3,789165,306 mi

Comparison: 73 similar vehicles

Ashland, KY

2009 Subaru Impreza Outback Sport

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

2009 Subaru Impreza Outback Sport

Ashland, KY

UnscoredInsufficient · 0
$3,789145,033 mi

Ashland, KY

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

2014 Honda Odyssey LX

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

2014 Honda Odyssey LX

West Portsmouth, OH

UnscoredInsufficient · 3
$3,800198,137 mi

Comparison: 3 similar vehicles

West Portsmouth, OH

2013 Ford Fusion SE

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

2013 Ford Fusion SE

West Portsmouth, OH

Unscored
$3,900199,000 mi

Comparison: 75 similar vehicles

West Portsmouth, OH

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Ashland, KY

Unscored
$3,900199,005 mi

Comparison: 32 similar vehicles

Ashland, KY

2006 Chevrolet Uplander LS

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

2006 Chevrolet Uplander LS

Olive Hill, KY

Unscored
$3,900236,941 mi

Comparison: 9 similar vehicles

Olive Hill, KY

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Hagerhill, KY

Unscored
$3,950200,581 mi

Comparison: 27 similar vehicles

Hagerhill, KY

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Ashland, KY

Unscored
$3,995183,304 mi

Comparison: 35 similar vehicles

Ashland, KY

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Louisa, KY

Unscored
$3,995314,170 mi

Comparison: 8 similar vehicles

Louisa, KY

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Saint Albans, WV

Unscored
$3,995168,467 mi

Comparison: 9 similar vehicles

Saint Albans, WV

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Louisa, KY

Unscored
$3,995194,863 mi

Comparison: 33 similar vehicles

Louisa, KY

2008 Dodge Nitro SXT

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

2008 Dodge Nitro SXT

Charleston, WV

UnscoredInsufficient · 0
$3,995164,151 mi

Charleston, WV

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Louisa, KY

UnscoredInsufficient · 4
$3,995201,324 mi

Comparison: 4 similar vehicles

Louisa, KY

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

Louisa, KY

UnscoredInsufficient · 0
$3,995169,334 mi

Louisa, KY

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Winfield, WV

UnscoredInsufficient · 0
$3,999251,492 mi

Winfield, WV

2007 Hummer H3

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

2007 Hummer H3

Louisa, KY

Unscored
$4,000141,665 mi

Comparison: 15 similar vehicles

Louisa, KY

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

West Portsmouth, OH

Unscored
$4,200Mileage not verified

Comparison: 12 similar vehicles

West Portsmouth, OH

2011 Chevrolet Impala LS

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

2011 Chevrolet Impala LS

South Shore, KY

UnscoredInsufficient · 0
$4,25047,307 mi

South Shore, KY

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Ashland, KY

Salvage title
$4,289165,232 mi

Ashland, KY

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Ashland, KY

Unscored
$4,289164,809 mi

Comparison: 59 similar vehicles

Ashland, KY

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Ashland, KY

Unscored
$4,289221,443 mi

Comparison: 18 similar vehicles

Ashland, KY

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Ashland, KY

Unscored
$4,289166,156 mi

Comparison: 28 similar vehicles

Ashland, 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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