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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 5, 2026

6.8M+

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

286 listings found

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Eden, NC

UnscoredInsufficient · 3
$2,800259,740 mi

Comparison: 3 similar vehicles

Eden, NC

2003 Saturn VUE Base

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

2003 Saturn VUE Base

Eden, NC

UnscoredInsufficient · 0
$3,097111,646 mi

Eden, NC

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Eden, NC

UnscoredInsufficient · 0
$3,351278,640 mi

Eden, NC

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Eden, NC

Unscored
$3,800157,881 mi

Comparison: 22 similar vehicles

Eden, NC

2012 Cadillac CTS Sport Sedan Performance Collection

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

2012 Cadillac CTS Sport Sedan Performance Collection

Eden, NC

UnscoredInsufficient · 4
$3,900144,050 mi

Comparison: 4 similar vehicles

Eden, NC

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Eden, NC

UnscoredInsufficient · 4
$4,500144,234 mi

Comparison: 4 similar vehicles

Eden, NC

2007 Honda Civic EX

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

2007 Honda Civic EX

Eden, NC

Unscored
$4,500258,412 mi

Comparison: 34 similar vehicles

Eden, NC

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Eden, NC

UnscoredInsufficient · 3
$4,600141,950 mi

Comparison: 3 similar vehicles

Eden, NC

2012 Scion iQ Base

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

2012 Scion iQ Base

Eden, NC

UnscoredInsufficient · 3
$4,700163,000 mi

Comparison: 3 similar vehicles

Eden, NC

1995 Chevrolet S-10

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

1995 Chevrolet S-10

Eden, NC

UnscoredInsufficient · 0
$4,750207,486 mi

Eden, NC

2015 Honda Odyssey LX

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

2015 Honda Odyssey LX

Eden, NC

UnscoredInsufficient · 0
$4,900204,824 mi

Eden, NC

2016 Volkswagen Golf TSI S

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

2016 Volkswagen Golf TSI S

Eden, NC

Unscored
$4,999145,200 mi

Comparison: 7 similar vehicles

Eden, NC

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Eden, NC

Unscored
$4,999Mileage not verified

Comparison: 5 similar vehicles

Eden, NC

2014 Ford Escape SE

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

2014 Ford Escape SE

Eden, NC

Unscored
$4,999119,184 mi

Comparison: 8 similar vehicles

Eden, NC

2014 Chrysler 300 C

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

2014 Chrysler 300 C

Eden, NC

Unscored
$4,999199,816 mi

Comparison: 6 similar vehicles

Eden, NC

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Eden, NC

Unscored
$4,999156,611 mi

Comparison: 8 similar vehicles

Eden, NC

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Eden, NC

Unscored
$4,999Mileage not verified

Comparison: 7 similar vehicles

Eden, NC

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

Eden, NC

UnscoredInsufficient · 0
$5,200132,469 mi

Eden, NC

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Eden, NC

Fair PriceLimited · 12
$5,300Mileage not verified

Market: $4,786 – $12,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

Eden, NC

2005 BMW Z4 3

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

2005 BMW Z4 3

Eden, NC

UnscoredInsufficient · 0
$5,300122,901 mi

Eden, NC

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Eden, NC

UnscoredInsufficient · 3
$5,400110,759 mi

Comparison: 3 similar vehicles

Eden, NC

2017 Kia Forte LX

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

2017 Kia Forte LX

Eden, NC

Unscored
$5,800120,530 mi

Comparison: 66 similar vehicles

Eden, NC

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Eden, NC

Unscored
$5,900151,000 mi

Comparison: 35 similar vehicles

Eden, NC

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Eden, NC

Unscored
$5,900209,055 mi

Comparison: 55 similar vehicles

Eden, NC

2011 MINI Cooper S

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

2011 MINI Cooper S

Eden, NC

Unscored
$5,900119,000 mi

Comparison: 7 similar vehicles

Eden, NC

2015 Cadillac ATS Luxury Collection

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

2015 Cadillac ATS Luxury Collection

Eden, NC

Unscored
$5,999164,554 mi

Comparison: 20 similar vehicles

Eden, NC

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Eden, NC

Fair PriceModerate · 36
$6,597105,310 mi

Market: $2,700 – $14,599

Comparison: 36 similar vehicles

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

Eden, NC

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Eden, NC

Unscored
$6,999123,638 mi

Comparison: 97 similar vehicles

Eden, NC

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Eden, NC

Unscored
$6,999175,473 mi

Comparison: 24 similar vehicles

Eden, NC

2019 Kia Sorento L

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

2019 Kia Sorento L

Eden, NC

Unscored
$7,500154,000 mi

Comparison: 27 similar vehicles

Eden, NC

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Eden, NC

Fair PriceModerate · 32
$7,500114,763 mi

Market: $5,790 – $20,400

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Eden, NC

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Eden, NC

UnscoredInsufficient · 3
$8,200136,375 mi

Comparison: 3 similar vehicles

Eden, NC

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Eden, NC

Unscored
$8,200120,104 mi

Comparison: 20 similar vehicles

Eden, NC

2017 Nissan Versa Note SR

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

2017 Nissan Versa Note SR

Eden, NC

UnscoredInsufficient · 0
$8,25078,329 mi

Eden, NC

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Eden, NC

UnscoredInsufficient · 4
$8,500154,000 mi

Comparison: 4 similar vehicles

Eden, NC

2017 Ford Fusion S

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

2017 Ford Fusion S

Eden, NC

Fair PriceLimited · 12
$8,500104,000 mi

Market: $7,950 – $13,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Eden, NC

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Eden, NC

Unscored
$8,900213,150 mi

Comparison: 35 similar vehicles

Eden, NC

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Eden, NC

UnscoredInsufficient · 4
$9,000107,025 mi

Comparison: 4 similar vehicles

Eden, NC

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Eden, NC

Unscored
$9,097157,889 mi

Comparison: 48 similar vehicles

Eden, NC

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Eden, NC

Fair PriceLimited · 13
$9,097108,228 mi

Market: $5,999 – $16,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Eden, NC

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Eden, NC

Unscored
$9,200161,135 mi

Comparison: 38 similar vehicles

Eden, NC

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Eden, NC

Fair PriceModerate · 30
$9,50077,717 mi

Market: $6,378 – $16,900

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Eden, NC

2015 Honda Civic EX

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

2015 Honda Civic EX

Eden, NC

UnscoredInsufficient · 4
$9,700143,631 mi

Comparison: 4 similar vehicles

Eden, NC

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

Eden, NC

Unscored
$9,700135,157 mi

Comparison: 29 similar vehicles

Eden, NC

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Eden, NC

Unscored
$9,84972,373 mi

Comparison: 8 similar vehicles

Eden, NC

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Eden, NC

Unscored
$9,999211,926 mi

Comparison: 20 similar vehicles

Eden, NC

2009 Hummer H3 Base

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

2009 Hummer H3 Base

Eden, NC

UnscoredInsufficient · 0
$10,000104,126 mi

Eden, NC

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Eden, NC

Unscored
$10,999191,287 mi

Comparison: 13 similar vehicles

Eden, NC

2018 Chrysler 300 Touring

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

2018 Chrysler 300 Touring

Eden, NC

Unscored
$11,000139,184 mi

Comparison: 17 similar vehicles

Eden, NC

2017 Subaru Forester Touring

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

2017 Subaru Forester Touring

Eden, NC

Great DealModerate · 22
$11,00099,305 mi

Market: $14,650 – $19,590

Comparison: 22 similar vehicles

Competitively priced ~25% below the typical range compared to similar vehicles · 81 days listed (based on current market benchmarks)

Eden, NC

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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