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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

1,491 listings found

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Shelby, NC

UnscoredInsufficient · 3
$2,650244,212 mi

Comparison: 3 similar vehicles

Shelby, NC

2006 Chrysler Town & Country Touring

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

2006 Chrysler Town & Country Touring

Shelby, NC

Unscored
$3,995167,460 mi

Comparison: 9 similar vehicles

Shelby, NC

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

Shelby, NC

Unscored
$4,950200,478 mi

Comparison: 7 similar vehicles

Shelby, NC

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Shelby, NC

Unscored
$4,995237,011 mi

Comparison: 9 similar vehicles

Shelby, NC

2009 Kia Optima LX

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

2009 Kia Optima LX

Shelby, NC

UnscoredInsufficient · 0
$5,495199,298 mi

Shelby, NC

2003 Honda Civic LX

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

2003 Honda Civic LX

Shelby, NC

Unscored
$5,495192,906 mi

Comparison: 5 similar vehicles

Shelby, NC

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Shelby, NC

Unscored
$5,995236,380 mi

Comparison: 14 similar vehicles

Shelby, NC

2009 Kia Sorento LX

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

2009 Kia Sorento LX

Shelby, NC

UnscoredInsufficient · 0
$5,995181,192 mi

Shelby, NC

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Shelby, NC

UnscoredInsufficient · 3
$5,995203,064 mi

Comparison: 3 similar vehicles

Shelby, NC

2008 Mitsubishi Outlander SE

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

2008 Mitsubishi Outlander SE

Shelby, NC

UnscoredInsufficient · 0
$5,995148,776 mi

Shelby, NC

No Photo

2017 Kia Forte LX

Shelby, NC

Unscored
$6,495173,083 mi

Comparison: 8 similar vehicles

Shelby, NC

2012 Dodge Caliber SXT

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

2012 Dodge Caliber SXT

Shelby, NC

UnscoredInsufficient · 0
$6,495160,573 mi

Shelby, NC

2015 Nissan Versa Note S Plus

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

2015 Nissan Versa Note S Plus

Shelby, NC

UnscoredInsufficient · 0
$6,716108,143 mi

Shelby, NC

2008 Toyota Camry Solara Sport

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

2008 Toyota Camry Solara Sport

Shelby, NC

UnscoredInsufficient · 0
$6,900156,100 mi

Shelby, NC

2006 Chrysler Town & Country Touring

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

2006 Chrysler Town & Country Touring

Shelby, NC

Unscored
$6,950179,676 mi

Comparison: 9 similar vehicles

Shelby, NC

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

Shelby, NC

Unscored
$6,990168,188 mi

Comparison: 16 similar vehicles

Shelby, NC

2016 Ford Focus SE

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

2016 Ford Focus SE

Shelby, NC

Unscored
$6,995193,463 mi

Comparison: 18 similar vehicles

Shelby, NC

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Shelby, NC

Unscored
$6,995185,707 mi

Comparison: 6 similar vehicles

Shelby, NC

2016 Kia Forte LX

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

2016 Kia Forte LX

Shelby, NC

Unscored
$6,995196,489 mi

Comparison: 7 similar vehicles

Shelby, NC

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Shelby, NC

Unscored
$6,995190,165 mi

Comparison: 10 similar vehicles

Shelby, NC

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Shelby, NC

Unscored
$6,995182,680 mi

Comparison: 16 similar vehicles

Shelby, NC

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Shelby, NC

Unscored
$6,995156,050 mi

Comparison: 16 similar vehicles

Shelby, NC

2012 Honda Accord EX V6

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

2012 Honda Accord EX V6

Shelby, NC

UnscoredInsufficient · 0
$6,995192,689 mi

Shelby, NC

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Shelby, NC

Unscored
$6,995126,986 mi

Comparison: 21 similar vehicles

Shelby, NC

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Shelby, NC

Unscored
$6,995201,426 mi

Comparison: 16 similar vehicles

Shelby, NC

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Shelby, NC

Unscored
$6,995130,476 mi

Comparison: 7 similar vehicles

Shelby, NC

2010 Chevrolet Equinox LTZ

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

2010 Chevrolet Equinox LTZ

Shelby, NC

UnscoredInsufficient · 0
$6,995158,284 mi

Shelby, NC

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

Shelby, NC

Unscored
$6,995163,797 mi

Comparison: 7 similar vehicles

Shelby, NC

2007 Nissan Altima S

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

2007 Nissan Altima S

Shelby, NC

Unscored
$6,995156,690 mi

Comparison: 10 similar vehicles

Shelby, NC

2015 Ford Escape SE

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

2015 Ford Escape SE

Shelby, NC

Unscored
$7,495176,655 mi

Comparison: 6 similar vehicles

Shelby, NC

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Shelby, NC

Unscored
$7,650150,994 mi

Comparison: 21 similar vehicles

Shelby, NC

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

Shelby, NC

UnscoredInsufficient · 3
$7,80083,410 mi

Comparison: 3 similar vehicles

Shelby, NC

2011 Honda Accord EX

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

2011 Honda Accord EX

Shelby, NC

Unscored
$8,495176,400 mi

Comparison: 6 similar vehicles

Shelby, NC

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Shelby, NC

Fair PriceModerate · 35
$8,499105,818 mi

Market: $4,495 – $16,495

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Shelby, NC

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Shelby, NC

UnscoredInsufficient · 3
$8,499120,169 mi

Comparison: 3 similar vehicles

Shelby, NC

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Shelby, NC

Unscored
$8,688170,158 mi

Comparison: 15 similar vehicles

Shelby, NC

2008 Ford Ranger XLT

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

2008 Ford Ranger XLT

Shelby, NC

UnscoredInsufficient · 0
$8,894206,001 mi

Shelby, NC

2015 Kia Soul +

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

2015 Kia Soul +

Shelby, NC

Unscored
$8,900145,723 mi

Comparison: 38 similar vehicles

Shelby, NC

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Shelby, NC

Unscored
$8,995131,953 mi

Comparison: 10 similar vehicles

Shelby, NC

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Shelby, NC

Unscored
$8,995176,113 mi

Comparison: 45 similar vehicles

Shelby, NC

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Shelby, NC

Unscored
$8,998180,491 mi

Comparison: 9 similar vehicles

Shelby, NC

2016 Hyundai Equus Signature

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

2016 Hyundai Equus Signature

Shelby, NC

UnscoredInsufficient · 0
$9,000124,045 mi

Shelby, NC

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Shelby, NC

UnscoredInsufficient · 4
$9,349149,440 mi

Comparison: 4 similar vehicles

Shelby, NC

2015 Honda Accord LX

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

2015 Honda Accord LX

Shelby, NC

UnscoredInsufficient · 4
$9,456203,850 mi

Comparison: 4 similar vehicles

Shelby, NC

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Shelby, NC

UnscoredInsufficient · 0
$9,49544,922 mi

Shelby, NC

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Shelby, NC

Fair PriceRobust · 62
$9,588111,794 mi

Market: $5,500 – $17,995

Comparison: 62 similar vehicles

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

Shelby, NC

2006 Ford Mustang Deluxe

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

2006 Ford Mustang Deluxe

Shelby, NC

UnscoredInsufficient · 0
$9,837176,992 mi

Shelby, NC

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Shelby, NC

Unscored
$9,950208,640 mi

Comparison: 17 similar vehicles

Shelby, NC

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Shelby, NC

Unscored
$9,950135,268 mi

Comparison: 10 similar vehicles

Shelby, NC

2004 Ford Mustang GT Deluxe

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

2004 Ford Mustang GT Deluxe

Shelby, NC

UnscoredInsufficient · 0
$9,98887,330 mi

Shelby, NC

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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