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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 7, 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

833 listings found

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Roanoke Rapids, NC

Unscored
$4,995198,347 mi

Comparison: 29 similar vehicles

Roanoke Rapids, NC

2007 Nissan Versa SL

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

2007 Nissan Versa SL

Roanoke Rapids, NC

UnscoredInsufficient · 0
$5,200137,625 mi

Roanoke Rapids, NC

2012 FIAT 500 Sport

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

2012 FIAT 500 Sport

Roanoke Rapids, NC

UnscoredInsufficient · 3
$5,50082,638 mi

Comparison: 3 similar vehicles

Roanoke Rapids, NC

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Roanoke Rapids, NC

Unscored
$5,988223,779 mi

Comparison: 45 similar vehicles

Roanoke Rapids, NC

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Roanoke Rapids, NC

Fair PriceLimited · 17
$5,995115,004 mi

Market: $5,999 – $10,998

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 36 days listed (based on current market benchmarks)

Roanoke Rapids, NC

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Roanoke Rapids, NC

Unscored
$6,464179,676 mi

Comparison: 30 similar vehicles

Roanoke Rapids, NC

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Roanoke Rapids, NC

Unscored
$6,900159,306 mi

Comparison: 14 similar vehicles

Roanoke Rapids, NC

2018 Nissan Frontier SV

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

2018 Nissan Frontier SV

Roanoke Rapids, NC

Unscored
$6,995150,960 mi

Comparison: 22 similar vehicles

Roanoke Rapids, NC

2016 Dodge Journey CrossRoad

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

2016 Dodge Journey CrossRoad

Roanoke Rapids, NC

UnscoredInsufficient · 4
$6,995144,605 mi

Comparison: 4 similar vehicles

Roanoke Rapids, NC

2007 Cadillac DTS V8

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

2007 Cadillac DTS V8

Roanoke Rapids, NC

Unscored
$6,995141,168 mi

Comparison: 6 similar vehicles

Roanoke Rapids, NC

2003 Buick LeSabre Custom

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

2003 Buick LeSabre Custom

Roanoke Rapids, NC

UnscoredInsufficient · 0
$6,995114,595 mi

Roanoke Rapids, NC

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Roanoke Rapids, NC

Unscored
$6,999249,129 mi

Comparison: 88 similar vehicles

Roanoke Rapids, NC

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Roanoke Rapids, NC

Unscored
$6,999266,078 mi

Comparison: 42 similar vehicles

Roanoke Rapids, NC

2002 Chevrolet Express BASE

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

2002 Chevrolet Express BASE

Roanoke Rapids, NC

UnscoredInsufficient · 0
$6,99997,450 mi

Roanoke Rapids, NC

2000 Lincoln Navigator Base

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

2000 Lincoln Navigator Base

Roanoke Rapids, NC

UnscoredInsufficient · 0
$6,999132,072 mi

Roanoke Rapids, NC

2019 Mitsubishi Mirage G4 ES

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

2019 Mitsubishi Mirage G4 ES

Roanoke Rapids, NC

UnscoredInsufficient · 0
$7,14340,813 mi

Roanoke Rapids, NC

2000 Jaguar XK Series XK8 Convertible

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

2000 Jaguar XK Series XK8 Convertible

Roanoke Rapids, NC

UnscoredInsufficient · 0
$7,49577,329 mi

Roanoke Rapids, NC

2014 Mercedes-Benz C-Class C300 Sport

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

2014 Mercedes-Benz C-Class C300 Sport

Roanoke Rapids, NC

Unscored
$7,900198,634 mi

Comparison: 6 similar vehicles

Roanoke Rapids, NC

2014 BMW 5 Series 528i

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

2014 BMW 5 Series 528i

Roanoke Rapids, NC

Unscored
$7,995155,873 mi

Comparison: 54 similar vehicles

Roanoke Rapids, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Roanoke Rapids, NC

Unscored
$7,995137,887 mi

Comparison: 45 similar vehicles

Roanoke Rapids, NC

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Roanoke Rapids, NC

Unscored
$7,995225,017 mi

Comparison: 9 similar vehicles

Roanoke Rapids, NC

2016 Buick Regal Base

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

2016 Buick Regal Base

Roanoke Rapids, NC

UnscoredInsufficient · 0
$8,492131,093 mi

Roanoke Rapids, NC

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Roanoke Rapids, NC

Unscored
$8,495122,658 mi

Comparison: 43 similar vehicles

Roanoke Rapids, NC

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Roanoke Rapids, NC

Unscored
$8,495144,215 mi

Comparison: 11 similar vehicles

Roanoke Rapids, NC

2017 Nissan Versa Note SV

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

2017 Nissan Versa Note SV

Roanoke Rapids, NC

UnscoredInsufficient · 3
$8,90086,722 mi

Comparison: 3 similar vehicles

Roanoke Rapids, NC

2016 Subaru Forester i Touring

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

2016 Subaru Forester i Touring

Roanoke Rapids, NC

Unscored
$8,900165,280 mi

Comparison: 13 similar vehicles

Roanoke Rapids, NC

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Roanoke Rapids, NC

Unscored
$8,988122,503 mi

Comparison: 20 similar vehicles

Roanoke Rapids, NC

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Roanoke Rapids, NC

Fair PriceModerate · 26
$8,98893,050 mi

Market: $4,600 – $11,099

Comparison: 26 similar vehicles

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

Roanoke Rapids, NC

2016 Ford Taurus

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

2016 Ford Taurus

Roanoke Rapids, NC

UnscoredInsufficient · 0
$8,99586,722 mi

Roanoke Rapids, NC

2015 Volkswagen Beetle 1.8

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

2015 Volkswagen Beetle 1.8

Roanoke Rapids, NC

Unscored
$8,995129,217 mi

Comparison: 41 similar vehicles

Roanoke Rapids, NC

2014 Honda Accord EX

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

2014 Honda Accord EX

Roanoke Rapids, NC

Unscored
$8,995160,180 mi

Comparison: 25 similar vehicles

Roanoke Rapids, NC

2014 Volkswagen Passat Wolfsbug Edition

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

2014 Volkswagen Passat Wolfsbug Edition

Roanoke Rapids, NC

UnscoredInsufficient · 3
$8,995127,383 mi

Comparison: 3 similar vehicles

Roanoke Rapids, NC

2014 BMW X3 xDrive35i

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

2014 BMW X3 xDrive35i

Roanoke Rapids, NC

UnscoredInsufficient · 4
$8,99599,444 mi

Comparison: 4 similar vehicles

Roanoke Rapids, NC

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Roanoke Rapids, NC

Unscored
$8,995226,483 mi

Comparison: 22 similar vehicles

Roanoke Rapids, NC

2007 GMC Savana

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

2007 GMC Savana

Roanoke Rapids, NC

UnscoredInsufficient · 0
$8,995214,733 mi

Roanoke Rapids, NC

1997 Ford Mustang Base

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

1997 Ford Mustang Base

Roanoke Rapids, NC

UnscoredInsufficient · 0
$8,995Mileage not verified

Roanoke Rapids, NC

1992 Ford Explorer XL

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

1992 Ford Explorer XL

Roanoke Rapids, NC

UnscoredInsufficient · 0
$8,99541,185 mi

Roanoke Rapids, NC

1990 Jaguar XJS

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

1990 Jaguar XJS

Roanoke Rapids, NC

UnscoredInsufficient · 0
$8,99547,477 mi

Roanoke Rapids, NC

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Roanoke Rapids, NC

Unscored
$8,999190,420 mi

Comparison: 37 similar vehicles

Roanoke Rapids, NC

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Roanoke Rapids, NC

Unscored
$8,999192,048 mi

Comparison: 52 similar vehicles

Roanoke Rapids, NC

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Roanoke Rapids, NC

Unscored
$8,999170,965 mi

Comparison: 166 similar vehicles

Roanoke Rapids, NC

2001 Ford Ranger XLT

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

2001 Ford Ranger XLT

Roanoke Rapids, NC

Unscored
$8,999108,770 mi

Comparison: 5 similar vehicles

Roanoke Rapids, NC

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Roanoke Rapids, NC

Unscored
$9,247177,187 mi

Comparison: 134 similar vehicles

Roanoke Rapids, NC

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Roanoke Rapids, NC

Fair PriceRobust · 70
$9,500107,518 mi

Market: $4,594 – $13,084

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Roanoke Rapids, NC

2012 Honda Accord LX

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

2012 Honda Accord LX

Roanoke Rapids, NC

Fair PriceModerate · 32
$9,90098,781 mi

Market: $5,797 – $16,900

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Roanoke Rapids, NC

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Roanoke Rapids, NC

Unscored
$9,995141,091 mi

Comparison: 133 similar vehicles

Roanoke Rapids, NC

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Roanoke Rapids, NC

Unscored
$9,995158,519 mi

Comparison: 12 similar vehicles

Roanoke Rapids, NC

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Roanoke Rapids, NC

Unscored
$9,995137,221 mi

Comparison: 20 similar vehicles

Roanoke Rapids, NC

2016 Mercedes-Benz Metris Cargo Van Base

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

2016 Mercedes-Benz Metris Cargo Van Base

Roanoke Rapids, NC

UnscoredInsufficient · 0
$9,995146,121 mi

Roanoke Rapids, NC

2015 Ford Expedition Limited

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

2015 Ford Expedition Limited

Roanoke Rapids, NC

Unscored
$9,995190,383 mi

Comparison: 20 similar vehicles

Roanoke Rapids, 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 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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