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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

57 listings found

2009 MINI Cooper Base

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

2009 MINI Cooper Base

Colonial Beach, VA

UnscoredInsufficient · 3
$3,99574,461 mi

Comparison: 3 similar vehicles

Colonial Beach, VA

2012 Chevrolet Colorado 1LT

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

2012 Chevrolet Colorado 1LT

Colonial Beach, VA

Unscored
$4,995120,342 mi

Comparison: 12 similar vehicles

Colonial Beach, VA

2010 Hyundai Veracruz GLS

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

2010 Hyundai Veracruz GLS

Colonial Beach, VA

UnscoredInsufficient · 0
$4,995120,721 mi

Colonial Beach, VA

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Colonial Beach, VA

Unscored
$4,995198,162 mi

Comparison: 8 similar vehicles

Colonial Beach, VA

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Colonial Beach, VA

Unscored
$4,999125,500 mi

Comparison: 5 similar vehicles

Colonial Beach, VA

2014 Volkswagen Passat SEL Premium

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

2014 Volkswagen Passat SEL Premium

Colonial Beach, VA

Unscored
$5,499176,345 mi

Comparison: 19 similar vehicles

Colonial Beach, VA

2016 MINI Clubman Base

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

2016 MINI Clubman Base

Colonial Beach, VA

Unscored
$5,995145,109 mi

Comparison: 8 similar vehicles

Colonial Beach, VA

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Colonial Beach, VA

Unscored
$5,995127,993 mi

Comparison: 14 similar vehicles

Colonial Beach, VA

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Colonial Beach, VA

Unscored
$5,995158,977 mi

Comparison: 10 similar vehicles

Colonial Beach, VA

2016 Nissan Pathfinder SL

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

2016 Nissan Pathfinder SL

Colonial Beach, VA

Unscored
$6,495145,391 mi

Comparison: 11 similar vehicles

Colonial Beach, VA

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Colonial Beach, VA

Unscored
$6,495124,907 mi

Comparison: 16 similar vehicles

Colonial Beach, VA

2016 Nissan Maxima SL

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

2016 Nissan Maxima SL

Colonial Beach, VA

Unscored
$6,995138,824 mi

Comparison: 36 similar vehicles

Colonial Beach, VA

2008 Hyundai Veracruz GLS

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

2008 Hyundai Veracruz GLS

Colonial Beach, VA

UnscoredInsufficient · 3
$6,99566,530 mi

Comparison: 3 similar vehicles

Colonial Beach, VA

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Colonial Beach, VA

Unscored
$6,999132,999 mi

Comparison: 7 similar vehicles

Colonial Beach, VA

2006 Mazda MX-5 Miata Base

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

2006 Mazda MX-5 Miata Base

Colonial Beach, VA

Unscored
$6,999124,063 mi

Comparison: 9 similar vehicles

Colonial Beach, VA

2013 Hyundai Genesis 3.8

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

2013 Hyundai Genesis 3.8

Colonial Beach, VA

Fair PriceModerate · 25
$7,99566,857 mi

Market: $5,995 – $11,990

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Colonial Beach, VA

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Colonial Beach, VA

Unscored
$7,999120,430 mi

Comparison: 44 similar vehicles

Colonial Beach, VA

2002 Honda Civic Si

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

2002 Honda Civic Si

Colonial Beach, VA

UnscoredInsufficient · 0
$7,99988,951 mi

Colonial Beach, VA

2017 Nissan Maxima SV

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

2017 Nissan Maxima SV

Colonial Beach, VA

Fair PriceLimited · 14
$8,295108,408 mi

Market: $5,995 – $18,000

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Colonial Beach, VA

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Colonial Beach, VA

Fair PriceModerate · 29
$8,499114,048 mi

Market: $6,400 – $11,991

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Colonial Beach, VA

2012 Audi A3 Premium

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

2012 Audi A3 Premium

Colonial Beach, VA

UnscoredInsufficient · 3
$8,499102,137 mi

Comparison: 3 similar vehicles

Colonial Beach, VA

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Colonial Beach, VA

Unscored
$8,995134,367 mi

Comparison: 22 similar vehicles

Colonial Beach, VA

2014 Lexus ES 350

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

2014 Lexus ES 350

Colonial Beach, VA

Unscored
$8,995172,048 mi

Comparison: 7 similar vehicles

Colonial Beach, VA

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Colonial Beach, VA

UnscoredInsufficient · 4
$8,999135,150 mi

Comparison: 4 similar vehicles

Colonial Beach, VA

2015 MINI Cooper S

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

2015 MINI Cooper S

Colonial Beach, VA

Fair PriceRobust · 67
$8,999102,152 mi

Market: $6,400 – $18,880

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 351 days listed (based on current market benchmarks)

Colonial Beach, VA

2018 Dodge Durango GT

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

2018 Dodge Durango GT

Colonial Beach, VA

UnscoredInsufficient · 4
$9,099156,549 mi

Comparison: 4 similar vehicles

Colonial Beach, VA

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Colonial Beach, VA

Unscored
$9,399122,194 mi

Comparison: 40 similar vehicles

Colonial Beach, VA

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Colonial Beach, VA

Unscored
$9,495150,522 mi

Comparison: 8 similar vehicles

Colonial Beach, VA

2022 Ford Escape SE

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

2022 Ford Escape SE

Colonial Beach, VA

Unscored
$9,995156,100 mi

Comparison: 15 similar vehicles

Colonial Beach, VA

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Colonial Beach, VA

Unscored
$9,995177,456 mi

Comparison: 7 similar vehicles

Colonial Beach, VA

2019 Cadillac XTS Luxury

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

2019 Cadillac XTS Luxury

Colonial Beach, VA

Unscored
$10,995144,399 mi

Comparison: 40 similar vehicles

Colonial Beach, VA

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Colonial Beach, VA

UnscoredInsufficient · 3
$10,995168,077 mi

Comparison: 3 similar vehicles

Colonial Beach, VA

2016 Nissan Maxima Platinum

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

2016 Nissan Maxima Platinum

Colonial Beach, VA

UnscoredInsufficient · 3
$10,995137,346 mi

Comparison: 3 similar vehicles

Colonial Beach, VA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Colonial Beach, VA

Unscored
$10,999129,950 mi

Comparison: 6 similar vehicles

Colonial Beach, VA

2017 Nissan Titan SV

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

2017 Nissan Titan SV

Colonial Beach, VA

Unscored
$11,495173,145 mi

Comparison: 15 similar vehicles

Colonial Beach, VA

2015 Chevrolet Tahoe LT

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

2015 Chevrolet Tahoe LT

Colonial Beach, VA

Unscored
$11,995147,650 mi

Comparison: 5 similar vehicles

Colonial Beach, VA

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Colonial Beach, VA

UnscoredInsufficient · 4
$12,99574,282 mi

Comparison: 4 similar vehicles

Colonial Beach, VA

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

Colonial Beach, VA

Unscored
$12,999125,105 mi

Comparison: 5 similar vehicles

Colonial Beach, VA

2014 BMW 3 Series 328d

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

2014 BMW 3 Series 328d

Colonial Beach, VA

Unscored
$13,500154,348 mi

Comparison: 10 similar vehicles

Colonial Beach, VA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Colonial Beach, VA

Unscored
$13,995182,848 mi

Comparison: 18 similar vehicles

Colonial Beach, VA

2020 Lincoln Corsair Reserve

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

2020 Lincoln Corsair Reserve

Colonial Beach, VA

Unscored
$14,995139,953 mi

Comparison: 39 similar vehicles

Colonial Beach, VA

2016 Mercedes-Benz C-Class C450 AMG

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

2016 Mercedes-Benz C-Class C450 AMG

Colonial Beach, VA

Unscored
$14,995155,820 mi

Comparison: 9 similar vehicles

Colonial Beach, VA

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Colonial Beach, VA

Fair PriceLimited · 11
$15,00088,343 mi

Market: $10,995 – $18,390

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 301 days listed (based on current market benchmarks)

Colonial Beach, VA

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Colonial Beach, VA

Unscored
$15,995142,729 mi

Comparison: 5 similar vehicles

Colonial Beach, VA

2015 Mercedes-Benz S-Class S550

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

2015 Mercedes-Benz S-Class S550

Colonial Beach, VA

Unscored
$15,995124,075 mi

Comparison: 10 similar vehicles

Colonial Beach, VA

2020 BMW 3 Series 330i

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

2020 BMW 3 Series 330i

Colonial Beach, VA

Unscored
$16,995125,610 mi

Comparison: 9 similar vehicles

Colonial Beach, VA

2015 Lexus IS 350

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

2015 Lexus IS 350

Colonial Beach, VA

Unscored
$16,995146,003 mi

Comparison: 8 similar vehicles

Colonial Beach, VA

1996 Chevrolet Corvette

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

1996 Chevrolet Corvette

Colonial Beach, VA

UnscoredInsufficient · 0
$17,90046,310 mi

Colonial Beach, VA

2016 Ford F-250 Super Duty XLT

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

2016 Ford F-250 Super Duty XLT

Colonial Beach, VA

Unscored
$21,495174,814 mi

Comparison: 32 similar vehicles

Colonial Beach, VA

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Colonial Beach, VA

Fair PriceLimited · 14
$23,90057,878 mi

Market: $20,999 – $29,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Colonial Beach, VA

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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