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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 6, 2026

7.1M+

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

105 listings found

2003 Ford Crown Victoria Commercial Police Package

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

2003 Ford Crown Victoria Commercial Police Package

Chesnee, SC

UnscoredInsufficient · 0
$3,995230,046 mi

Chesnee, SC

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Chesnee, SC

Unscored
$7,495180,308 mi

Comparison: 24 similar vehicles

Chesnee, SC

2007 Honda Ridgeline RT

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

2007 Honda Ridgeline RT

Chesnee, SC

UnscoredInsufficient · 0
$7,700168,665 mi

Chesnee, SC

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Chesnee, SC

Unscored
$8,000188,147 mi

Comparison: 79 similar vehicles

Chesnee, SC

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Chesnee, SC

Fair PriceModerate · 40
$8,30096,509 mi

Market: $5,994 – $12,005

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Chesnee, SC

2009 Lincoln MKZ Base

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

2009 Lincoln MKZ Base

Chesnee, SC

UnscoredInsufficient · 3
$8,495106,760 mi

Comparison: 3 similar vehicles

Chesnee, SC

2017 Ford Escape SE

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

2017 Ford Escape SE

Chesnee, SC

UnscoredInsufficient · 4
$8,500105,234 mi

Comparison: 4 similar vehicles

Chesnee, SC

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Chesnee, SC

UnscoredInsufficient · 4
$9,495146,925 mi

Comparison: 4 similar vehicles

Chesnee, SC

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Chesnee, SC

Fair PriceLimited · 13
$9,495116,059 mi

Market: $3,995 – $10,950

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Chesnee, SC

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Chesnee, SC

Unscored
$9,495148,145 mi

Comparison: 10 similar vehicles

Chesnee, SC

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Chesnee, SC

UnscoredInsufficient · 4
$9,500198,129 mi

Comparison: 4 similar vehicles

Chesnee, SC

1995 Ford Econoline

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

1995 Ford Econoline

Chesnee, SC

UnscoredInsufficient · 0
$9,50046,027 mi

Chesnee, SC

2013 Ford F-250 Super Duty XL

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

2013 Ford F-250 Super Duty XL

Chesnee, SC

Unscored
$9,800204,579 mi

Comparison: 13 similar vehicles

Chesnee, SC

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Chesnee, SC

UnscoredInsufficient · 4
$9,995189,415 mi

Comparison: 4 similar vehicles

Chesnee, SC

2017 Kia Soul Base

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

2017 Kia Soul Base

Chesnee, SC

UnscoredInsufficient · 4
$9,995131,172 mi

Comparison: 4 similar vehicles

Chesnee, SC

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Chesnee, SC

Unscored
$9,995138,593 mi

Comparison: 17 similar vehicles

Chesnee, SC

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Chesnee, SC

Unscored
$9,995169,283 mi

Comparison: 52 similar vehicles

Chesnee, SC

2015 Nissan Versa Note SR

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

2015 Nissan Versa Note SR

Chesnee, SC

UnscoredInsufficient · 3
$9,995119,638 mi

Comparison: 3 similar vehicles

Chesnee, SC

2015 Kia Soul +

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

2015 Kia Soul +

Chesnee, SC

UnscoredInsufficient · 4
$9,995125,550 mi

Comparison: 4 similar vehicles

Chesnee, SC

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Chesnee, SC

Unscored
$9,995155,305 mi

Comparison: 12 similar vehicles

Chesnee, SC

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Chesnee, SC

Unscored
$9,995171,168 mi

Comparison: 8 similar vehicles

Chesnee, SC

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Chesnee, SC

Fair PriceModerate · 37
$9,995105,268 mi

Market: $3,700 – $12,900

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Chesnee, SC

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Chesnee, SC

Unscored
$10,495111,437 mi

Comparison: 5 similar vehicles

Chesnee, SC

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Chesnee, SC

Fair PriceModerate · 24
$10,495115,946 mi

Market: $5,799 – $11,764

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Chesnee, SC

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Chesnee, SC

Unscored
$10,495127,864 mi

Comparison: 116 similar vehicles

Chesnee, SC

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Chesnee, SC

Unscored
$10,495133,255 mi

Comparison: 9 similar vehicles

Chesnee, SC

2015 Nissan Versa Note SR

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

2015 Nissan Versa Note SR

Chesnee, SC

UnscoredInsufficient · 0
$10,49546,906 mi

Chesnee, SC

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Chesnee, SC

UnscoredInsufficient · 3
$10,495120,670 mi

Comparison: 3 similar vehicles

Chesnee, SC

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Chesnee, SC

UnscoredInsufficient · 4
$10,495146,889 mi

Comparison: 4 similar vehicles

Chesnee, SC

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Chesnee, SC

UnscoredInsufficient · 4
$10,495149,662 mi

Comparison: 4 similar vehicles

Chesnee, SC

2014 Chevrolet Tahoe LTZ

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

2014 Chevrolet Tahoe LTZ

Chesnee, SC

Unscored
$10,950183,048 mi

Comparison: 7 similar vehicles

Chesnee, SC

2018 Ford Focus SE

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

2018 Ford Focus SE

Chesnee, SC

Fair PriceRobust · 95
$10,995102,755 mi

Market: $4,777 – $15,777

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 520 days listed (based on current market benchmarks)

Chesnee, SC

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Chesnee, SC

Unscored
$10,995124,387 mi

Comparison: 6 similar vehicles

Chesnee, SC

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Chesnee, SC

Fair PriceModerate · 23
$10,995108,906 mi

Market: $3,708 – $12,099

Comparison: 23 similar vehicles

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

Chesnee, SC

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Chesnee, SC

Unscored
$10,995128,016 mi

Comparison: 90 similar vehicles

Chesnee, SC

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

Chesnee, SC

Unscored
$10,995174,212 mi

Comparison: 11 similar vehicles

Chesnee, SC

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Chesnee, SC

Fair PriceModerate · 20
$10,995113,717 mi

Market: $3,999 – $11,950

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Chesnee, SC

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Chesnee, SC

UnscoredInsufficient · 3
$11,000247,147 mi

Comparison: 3 similar vehicles

Chesnee, SC

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Chesnee, SC

UnscoredInsufficient · 4
$11,495131,215 mi

Comparison: 4 similar vehicles

Chesnee, SC

2017 Chrysler 200 Limited

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

2017 Chrysler 200 Limited

Chesnee, SC

Unscored
$11,495148,810 mi

Comparison: 7 similar vehicles

Chesnee, SC

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Chesnee, SC

Unscored
$11,495153,995 mi

Comparison: 82 similar vehicles

Chesnee, SC

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

Chesnee, SC

UnscoredInsufficient · 0
$11,495103,273 mi

Chesnee, SC

2017 Jaguar F-Pace Premium

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

2017 Jaguar F-Pace Premium

Chesnee, SC

Unscored
$11,800112,323 mi

Comparison: 9 similar vehicles

Chesnee, SC

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Chesnee, SC

UnscoredInsufficient · 3
$11,995112,517 mi

Comparison: 3 similar vehicles

Chesnee, SC

2013 Nissan Murano LE

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

2013 Nissan Murano LE

Chesnee, SC

Unscored
$11,995107,785 mi

Comparison: 5 similar vehicles

Chesnee, SC

2018 Ford Escape SE

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

2018 Ford Escape SE

Chesnee, SC

Unscored
$12,495103,195 mi

Comparison: 6 similar vehicles

Chesnee, SC

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Chesnee, SC

UnscoredInsufficient · 4
$12,495123,904 mi

Comparison: 4 similar vehicles

Chesnee, SC

2022 Chevrolet Malibu 1FL

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

2022 Chevrolet Malibu 1FL

Chesnee, SC

Fair PriceLimited · 10
$12,500119,376 mi

Market: $11,995 – $15,856

Comparison: 10 similar vehicles

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

Chesnee, SC

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Chesnee, SC

Unscored
$12,995121,562 mi

Comparison: 16 similar vehicles

Chesnee, SC

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Chesnee, SC

UnscoredInsufficient · 4
$12,995128,349 mi

Comparison: 4 similar vehicles

Chesnee, SC

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 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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