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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 9, 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

104 listings found

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

Mills River, NC

Unscored
$7,093194,193 mi

Comparison: 6 similar vehicles

Mills River, NC

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Mills River, NC

Unscored
$7,593167,323 mi

Comparison: 8 similar vehicles

Mills River, NC

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Mills River, NC

Unscored
$7,593143,385 mi

Comparison: 18 similar vehicles

Mills River, NC

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

Mills River, NC

UnscoredInsufficient · 0
$7,593106,941 mi

Mills River, NC

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Mills River, NC

Unscored
$8,593132,289 mi

Comparison: 35 similar vehicles

Mills River, NC

2013 Chevrolet Volt Base

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

2013 Chevrolet Volt Base

Mills River, NC

OverpricedLimited · 12
$8,59385,175 mi

Market: $4,999 – $6,999

Comparison: 12 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Mills River, NC

2012 Kia Sportage EX

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

2012 Kia Sportage EX

Mills River, NC

UnscoredInsufficient · 3
$8,59396,535 mi

Comparison: 3 similar vehicles

Mills River, NC

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Mills River, NC

UnscoredInsufficient · 0
$8,593146,400 mi

Mills River, NC

2010 Toyota Camry Base

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

2010 Toyota Camry Base

Mills River, NC

Unscored
$8,593203,088 mi

Comparison: 9 similar vehicles

Mills River, NC

2010 BMW 5 Series 528i

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

2010 BMW 5 Series 528i

Mills River, NC

UnscoredInsufficient · 0
$8,59386,066 mi

Mills River, NC

2016 GMC Acadia SLE-1

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

2016 GMC Acadia SLE-1

Mills River, NC

UnscoredInsufficient · 4
$9,088147,009 mi

Comparison: 4 similar vehicles

Mills River, NC

2012 Volvo XC60 T6 Platinum

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

2012 Volvo XC60 T6 Platinum

Mills River, NC

UnscoredInsufficient · 0
$9,088130,362 mi

Mills River, NC

2014 Cadillac SRX Luxury Collection

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

2014 Cadillac SRX Luxury Collection

Mills River, NC

Fair PriceModerate · 33
$9,093119,083 mi

Market: $4,499 – $16,999

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Mills River, NC

2011 Cadillac Escalade ESV Premium

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

2011 Cadillac Escalade ESV Premium

Mills River, NC

UnscoredInsufficient · 0
$9,093169,305 mi

Mills River, NC

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Mills River, NC

Unscored
$9,293155,065 mi

Comparison: 29 similar vehicles

Mills River, NC

2016 Honda Accord EX-L V-6

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

2016 Honda Accord EX-L V-6

Mills River, NC

Unscored
$9,588211,883 mi

Comparison: 23 similar vehicles

Mills River, NC

2013 Ford Focus Titanium

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

2013 Ford Focus Titanium

Mills River, NC

UnscoredInsufficient · 0
$9,58850,648 mi

Mills River, NC

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Mills River, NC

UnscoredInsufficient · 0
$9,58834,032 mi

Mills River, NC

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Mills River, NC

UnscoredInsufficient · 0
$9,588122,450 mi

Mills River, NC

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Mills River, NC

Unscored
$9,593169,189 mi

Comparison: 26 similar vehicles

Mills River, NC

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Mills River, NC

Unscored
$9,593175,727 mi

Comparison: 59 similar vehicles

Mills River, NC

2012 Jeep Grand Cherokee Laredo X

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

2012 Jeep Grand Cherokee Laredo X

Mills River, NC

Unscored
$9,593178,157 mi

Comparison: 8 similar vehicles

Mills River, NC

2011 Nissan Altima S

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

2011 Nissan Altima S

Mills River, NC

UnscoredInsufficient · 0
$9,59350,344 mi

Mills River, NC

2010 Nissan Pathfinder SE

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

2010 Nissan Pathfinder SE

Mills River, NC

UnscoredInsufficient · 0
$9,593182,238 mi

Mills River, NC

2007 BMW 5 Series 530i

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

2007 BMW 5 Series 530i

Mills River, NC

UnscoredInsufficient · 4
$9,59375,691 mi

Comparison: 4 similar vehicles

Mills River, NC

2004 Honda Element EX

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

2004 Honda Element EX

Mills River, NC

OverpricedLimited · 11
$9,593194,285 mi

Market: $4,250 – $6,950

Comparison: 11 similar vehicles

Priced ~38% above the typical market range for similar vehicles (based on current market benchmarks)

Mills River, NC

1995 Jaguar XJS

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

1995 Jaguar XJS

Mills River, NC

UnscoredInsufficient · 0
$9,593106,109 mi

Mills River, NC

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Mills River, NC

Fair PriceModerate · 32
$9,950110,594 mi

Market: $2,595 – $11,692

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Mills River, NC

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Mills River, NC

Fair PriceRobust · 60
$10,088112,522 mi

Market: $4,895 – $16,998

Comparison: 60 similar vehicles

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

Mills River, NC

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Mills River, NC

Unscored
$10,088121,868 mi

Comparison: 28 similar vehicles

Mills River, NC

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Mills River, NC

Fair PriceLimited · 15
$10,08893,186 mi

Market: $5,999 – $11,500

Comparison: 15 similar vehicles

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

Mills River, NC

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Mills River, NC

Unscored
$10,593138,538 mi

Comparison: 8 similar vehicles

Mills River, NC

2009 Jeep Compass Sport

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

2009 Jeep Compass Sport

Mills River, NC

UnscoredInsufficient · 0
$10,59333,247 mi

Mills River, NC

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Mills River, NC

Unscored
$10,593128,499 mi

Comparison: 7 similar vehicles

Mills River, NC

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Mills River, NC

Fair PriceRobust · 51
$10,95076,370 mi

Market: $4,980 – $15,990

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Mills River, NC

2013 Nissan NV200

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

2013 Nissan NV200

Mills River, NC

UnscoredInsufficient · 0
$10,950128,297 mi

Mills River, NC

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Mills River, NC

Unscored
$11,093212,012 mi

Comparison: 49 similar vehicles

Mills River, NC

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

Mills River, NC

Unscored
$11,588126,570 mi

Comparison: 19 similar vehicles

Mills River, NC

2016 Honda Pilot Touring

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

2016 Honda Pilot Touring

Mills River, NC

Unscored
$11,588185,865 mi

Comparison: 7 similar vehicles

Mills River, NC

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Mills River, NC

Unscored
$11,593135,334 mi

Comparison: 30 similar vehicles

Mills River, NC

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Mills River, NC

UnscoredInsufficient · 0
$11,59357,589 mi

Mills River, NC

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Mills River, NC

Fair PriceRobust · 56
$11,950115,334 mi

Market: $7,757 – $15,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Mills River, NC

2011 BMW 5 Series 535i

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

2011 BMW 5 Series 535i

Mills River, NC

Fair PriceModerate · 20
$12,09393,247 mi

Market: $4,489 – $15,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Mills River, NC

2017 Land Rover Discovery Sport HSE LUX

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

2017 Land Rover Discovery Sport HSE LUX

Mills River, NC

UnscoredInsufficient · 0
$13,093104,191 mi

Mills River, NC

2014 Audi SQ5 Premium Plus

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

2014 Audi SQ5 Premium Plus

Mills River, NC

UnscoredInsufficient · 0
$13,093122,742 mi

Mills River, NC

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Mills River, NC

Unscored
$13,588143,216 mi

Comparison: 5 similar vehicles

Mills River, NC

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

Mills River, NC

Unscored
$13,588159,537 mi

Comparison: 5 similar vehicles

Mills River, NC

2020 Kia Soul GT-Line Turbo

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

2020 Kia Soul GT-Line Turbo

Mills River, NC

Fair PriceModerate · 31
$13,59390,899 mi

Market: $13,995 – $17,758

Comparison: 31 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 131 days listed (based on current market benchmarks)

Mills River, NC

2018 Cadillac XT5 Luxury

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

2018 Cadillac XT5 Luxury

Mills River, NC

Unscored
$13,593138,303 mi

Comparison: 46 similar vehicles

Mills River, NC

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Mills River, NC

UnscoredInsufficient · 4
$13,593128,403 mi

Comparison: 4 similar vehicles

Mills River, NC

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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