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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 10, 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

120 listings found

2003 BMW 3 Series 325

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

2003 BMW 3 Series 325

Havelock, NC

Unscored
$4,495134,486 mi

Comparison: 6 similar vehicles

Havelock, NC

2007 BMW 6 Series 650i

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

2007 BMW 6 Series 650i

Havelock, NC

UnscoredInsufficient · 0
$7,495102,955 mi

Havelock, NC

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Havelock, NC

Unscored
$7,749143,091 mi

Comparison: 10 similar vehicles

Havelock, NC

2014 Nissan Altima S

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

2014 Nissan Altima S

Havelock, NC

Fair PriceModerate · 28
$7,995103,431 mi

Market: $3,500 – $11,990

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1489 days listed (based on current market benchmarks)

Havelock, NC

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Havelock, NC

Fair PriceModerate · 30
$8,99574,891 mi

Market: $3,500 – $14,999

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1490 days listed (based on current market benchmarks)

Havelock, NC

2011 Volkswagen Jetta SportWagen TDI

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

2011 Volkswagen Jetta SportWagen TDI

Havelock, NC

UnscoredInsufficient · 0
$8,999104,725 mi

Havelock, NC

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Havelock, NC

Unscored
$9,495145,898 mi

Comparison: 33 similar vehicles

Havelock, NC

2004 Mercedes-Benz SL-Class SL500

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

2004 Mercedes-Benz SL-Class SL500

Havelock, NC

UnscoredInsufficient · 3
$9,79574,040 mi

Comparison: 3 similar vehicles

Havelock, 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

Havelock, NC

Unscored
$9,800202,069 mi

Comparison: 11 similar vehicles

Havelock, NC

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

Havelock, NC

UnscoredInsufficient · 0
$9,995110,305 mi

Havelock, NC

2012 BMW 5 Series 528i

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

2012 BMW 5 Series 528i

Havelock, NC

Unscored
$11,990133,777 mi

Comparison: 7 similar vehicles

Havelock, NC

2006 BMW 6 Series M6

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

2006 BMW 6 Series M6

Havelock, NC

UnscoredInsufficient · 0
$13,999120,865 mi

Havelock, NC

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Havelock, NC

UnscoredInsufficient · 3
$14,789100,105 mi

Comparison: 3 similar vehicles

Havelock, NC

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Havelock, NC

Unscored
$14,99559,275 mi

Comparison: 5 similar vehicles

Havelock, NC

2018 Nissan Murano SV

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

2018 Nissan Murano SV

Havelock, NC

Unscored
$15,495103,733 mi

Comparison: 8 similar vehicles

Havelock, NC

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Havelock, NC

Unscored
$15,99535,429 mi

Comparison: 6 similar vehicles

Havelock, NC

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Havelock, NC

Unscored
$15,99543,657 mi

Comparison: 8 similar vehicles

Havelock, NC

2020 Lincoln Nautilus Reserve

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

2020 Lincoln Nautilus Reserve

Havelock, NC

UnscoredInsufficient · 4
$16,995120,145 mi

Comparison: 4 similar vehicles

Havelock, NC

2005 Mercedes-Benz CL-Class CL55

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

2005 Mercedes-Benz CL-Class CL55

Havelock, NC

UnscoredInsufficient · 0
$16,99578,221 mi

Havelock, NC

2017 Buick LaCrosse Premium

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

2017 Buick LaCrosse Premium

Havelock, NC

UnscoredInsufficient · 3
$17,90079,664 mi

Comparison: 3 similar vehicles

Havelock, NC

2003 GMC Sierra 2500HD

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

2003 GMC Sierra 2500HD

Havelock, NC

UnscoredInsufficient · 0
$17,989157,468 mi

Havelock, NC

2017 Chevrolet Colorado Z71

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

2017 Chevrolet Colorado Z71

Havelock, NC

Unscored
$17,995125,085 mi

Comparison: 20 similar vehicles

Havelock, NC

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Havelock, NC

OverpricedRobust · 50
$18,78944,625 mi

Market: $10,347 – $18,167

Comparison: 50 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Havelock, NC

2006 BMW M

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

2006 BMW M

Havelock, NC

UnscoredInsufficient · 0
$18,999134,276 mi

Havelock, NC

2014 Cadillac Escalade ESV Platinum Edition

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

2014 Cadillac Escalade ESV Platinum Edition

Havelock, NC

UnscoredInsufficient · 0
$19,495139,384 mi

Havelock, NC

2021 Subaru Ascent Touring

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

2021 Subaru Ascent Touring

Havelock, NC

Unscored
$19,995122,654 mi

Comparison: 57 similar vehicles

Havelock, NC

2020 Kia Telluride SX

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

2020 Kia Telluride SX

Havelock, NC

Unscored
$19,995153,715 mi

Comparison: 87 similar vehicles

Havelock, NC

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Havelock, NC

Unscored
$19,995144,408 mi

Comparison: 47 similar vehicles

Havelock, NC

2008 BMW 5 Series M5

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

2008 BMW 5 Series M5

Havelock, NC

UnscoredInsufficient · 3
$19,99591,167 mi

Comparison: 3 similar vehicles

Havelock, NC

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Havelock, NC

Fair PriceLimited · 11
$20,78974,284 mi

Market: $16,387 – $22,458

Comparison: 11 similar vehicles

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

Havelock, NC

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Havelock, NC

Fair PriceRobust · 51
$20,78969,894 mi

Market: $8,999 – $21,990

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Havelock, NC

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Havelock, NC

UnscoredInsufficient · 3
$21,78931,635 mi

Comparison: 3 similar vehicles

Havelock, NC

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Havelock, NC

Unscored
$21,995106,490 mi

Comparison: 6 similar vehicles

Havelock, NC

2025 Volkswagen Jetta SE

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

2025 Volkswagen Jetta SE

Havelock, NC

UnscoredInsufficient · 4
$22,28916,286 mi

Comparison: 4 similar vehicles

Havelock, NC

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Havelock, NC

Fair PriceRobust · 60
$22,78933,850 mi

Market: $18,569 – $26,561

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Havelock, NC

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Havelock, NC

Fair PriceModerate · 36
$22,78971,091 mi

Market: $20,894 – $28,555

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Havelock, NC

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Havelock, NC

Fair PriceModerate · 26
$23,28965,010 mi

Market: $18,794 – $23,547

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 289 days listed (based on current market benchmarks)

Havelock, NC

2025 Mitsubishi Outlander SE

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

2025 Mitsubishi Outlander SE

Havelock, NC

UnscoredInsufficient · 4
$24,78941,767 mi

Comparison: 4 similar vehicles

Havelock, NC

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Havelock, NC

UnscoredInsufficient · 0
$24,78958,030 mi

Havelock, NC

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Havelock, NC

Unscored
$26,69867,549 mi

Comparison: 10 similar vehicles

Havelock, NC

2022 Honda Accord Sport SE

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

2022 Honda Accord Sport SE

Havelock, NC

Unscored
$26,75033,815 mi

Comparison: 6 similar vehicles

Havelock, NC

1998 Dodge Ram 2500

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

1998 Dodge Ram 2500

Havelock, NC

UnscoredInsufficient · 0
$26,999119,985 mi

Havelock, NC

2014 Toyota FJ Cruiser Base

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

2014 Toyota FJ Cruiser Base

Havelock, NC

Fair PriceModerate · 21
$27,29895,325 mi

Market: $20,499 – $35,648

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Havelock, NC

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Havelock, NC

Unscored
$28,58947,546 mi

Comparison: 7 similar vehicles

Havelock, NC

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Havelock, NC

Unscored
$28,78945,344 mi

Comparison: 7 similar vehicles

Havelock, NC

2022 Ford Ranger Lariat

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

2022 Ford Ranger Lariat

Havelock, NC

UnscoredInsufficient · 4
$28,78977,814 mi

Comparison: 4 similar vehicles

Havelock, NC

2013 RAM 1500 Pickup R/T

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

2013 RAM 1500 Pickup R/T

Havelock, NC

UnscoredInsufficient · 0
$28,99948,988 mi

Havelock, NC

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Havelock, NC

UnscoredInsufficient · 3
$30,2899,896 mi

Comparison: 3 similar vehicles

Havelock, NC

2025 Mercedes-Benz CLA 250

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

2025 Mercedes-Benz CLA 250

Havelock, NC

Fair PriceModerate · 30
$30,78922,949 mi

Market: $30,720 – $40,886

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Havelock, NC

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Havelock, NC

Fair PriceLimited · 16
$30,789106,567 mi

Market: $27,229 – $38,135

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Havelock, 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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