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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 · October 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

5,231 listings found

2004 Pontiac Grand Am GT

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

2004 Pontiac Grand Am GT

Frederick, MD

UnscoredInsufficient · 0
$1,200218,271 mi

Frederick, MD

2005 Ford Focus ZX3 S

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

2005 Ford Focus ZX3 S

Frederick, MD

UnscoredInsufficient · 0
$1,500239,224 mi

Frederick, MD

2004 Toyota Avalon XL

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

2004 Toyota Avalon XL

Frederick, MD

Salvage title
$2,549180,986 mi

Frederick, MD

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Frederick, MD

UnscoredInsufficient · 3
$3,995128,204 mi

Comparison: 3 similar vehicles

Frederick, MD

2007 Honda Accord EX

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

2007 Honda Accord EX

Frederick, MD

UnscoredInsufficient · 3
$3,999256,095 mi

Comparison: 3 similar vehicles

Frederick, MD

2003 Dodge Dakota SLT

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

2003 Dodge Dakota SLT

Frederick, MD

UnscoredInsufficient · 0
$4,250150,182 mi

Frederick, MD

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Frederick, MD

UnscoredLimited · 6
$4,500155,249 mi

Comparison: 6 similar vehicles

Frederick, MD

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Frederick, MD

UnscoredInsufficient · 4
$4,965170,901 mi

Comparison: 4 similar vehicles

Frederick, MD

2014 Nissan Altima S

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

2014 Nissan Altima S

Frederick, MD

UnscoredInsufficient · 4
$4,995Mileage not verified

Comparison: 4 similar vehicles

Frederick, MD

2009 Lincoln MKS Base

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

2009 Lincoln MKS Base

Frederick, MD

UnscoredInsufficient · 4
$4,995184,354 mi

Comparison: 4 similar vehicles

Frederick, MD

2006 Hyundai Santa Fe GLS

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

2006 Hyundai Santa Fe GLS

Frederick, MD

UnscoredInsufficient · 4
$4,995138,000 mi

Comparison: 4 similar vehicles

Frederick, MD

2005 Volvo S60 2.5T

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

2005 Volvo S60 2.5T

Frederick, MD

UnscoredInsufficient · 3
$4,995133,331 mi

Comparison: 3 similar vehicles

Frederick, MD

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Frederick, MD

UnscoredLimited · 8
$4,995106,595 mi

Comparison: 8 similar vehicles

Frederick, MD

2000 Jaguar S-Type V8

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

2000 Jaguar S-Type V8

Frederick, MD

UnscoredInsufficient · 0
$5,200100,198 mi

Frederick, MD

2015 Nissan Versa Sedan SV

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

2015 Nissan Versa Sedan SV

Frederick, MD

UnscoredLimited · 5
$5,500146,904 mi

Comparison: 5 similar vehicles

Frederick, MD

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Frederick, MD

Fair PriceLimited · 16
$5,750117,668 mi

Market: $1,950 – $6,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Frederick, MD

2009 Ford Focus SE

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

2009 Ford Focus SE

Frederick, MD

Fair PriceLimited · 11
$5,789117,780 mi

Market: $3,475 – $9,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Frederick, MD

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Frederick, MD

UnscoredLimited · 9
$5,800169,254 mi

Comparison: 9 similar vehicles

Frederick, MD

2008 Volkswagen Passat Lux

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

2008 Volkswagen Passat Lux

Frederick, MD

UnscoredInsufficient · 0
$5,800102,983 mi

Frederick, MD

2006 MINI Cooper S

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

2006 MINI Cooper S

Frederick, MD

UnscoredLimited · 5
$5,80087,932 mi

Comparison: 5 similar vehicles

Frederick, MD

1993 Chrysler Concorde

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

1993 Chrysler Concorde

Frederick, MD

UnscoredInsufficient · 0
$5,89955,613 mi

Frederick, MD

2009 Honda Civic LX

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

2009 Honda Civic LX

Frederick, MD

UnscoredLimited · 10
$5,900160,798 mi

Comparison: 10 similar vehicles

Frederick, MD

2006 MINI Cooper S

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

2006 MINI Cooper S

Frederick, MD

Salvage title
$5,900103,212 mi

Frederick, MD

2015 Ford Focus SE

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

2015 Ford Focus SE

Frederick, MD

UnscoredLimited · 8
$5,950121,949 mi

Comparison: 8 similar vehicles

Frederick, MD

2008 Honda Odyssey Touring

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

2008 Honda Odyssey Touring

Frederick, MD

UnscoredInsufficient · 0
$5,950181,485 mi

Frederick, MD

2007 Hyundai Entourage Limited

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

2007 Hyundai Entourage Limited

Frederick, MD

UnscoredInsufficient · 0
$5,950145,414 mi

Frederick, MD

2004 Dodge Ram 1500 Pickup Laramie

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

2004 Dodge Ram 1500 Pickup Laramie

Frederick, MD

UnscoredInsufficient · 0
$5,950185,632 mi

Frederick, MD

2005 Nissan Xterra Off-Road

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

2005 Nissan Xterra Off-Road

Frederick, MD

UnscoredInsufficient · 0
$5,980170,225 mi

Frederick, MD

2003 Honda Civic EX

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

2003 Honda Civic EX

Frederick, MD

UnscoredLimited · 7
$5,980150,000 mi

Comparison: 7 similar vehicles

Frederick, MD

2014 Ford Focus SE

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

2014 Ford Focus SE

Frederick, MD

UnscoredLimited · 19
$5,995120,059 mi

Comparison: 19 similar vehicles

Frederick, MD

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Frederick, MD

UnscoredRobust · 53
$5,995152,231 mi

Comparison: 53 similar vehicles

Frederick, MD

2012 MINI Countryman S

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

2012 MINI Countryman S

Frederick, MD

UnscoredLimited · 7
$5,995151,767 mi

Comparison: 7 similar vehicles

Frederick, MD

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Frederick, MD

UnscoredModerate · 26
$5,995236,130 mi

Comparison: 26 similar vehicles

Frederick, MD

2008 smart fortwo pure

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

2008 smart fortwo pure

Frederick, MD

UnscoredInsufficient · 0
$5,995117,417 mi

Frederick, MD

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Frederick, MD

UnscoredModerate · 44
$5,995148,826 mi

Comparison: 44 similar vehicles

Frederick, MD

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Frederick, MD

UnscoredRobust · 70
$5,999227,931 mi

Comparison: 70 similar vehicles

Frederick, MD

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Frederick, MD

UnscoredModerate · 20
$6,000154,298 mi

Comparison: 20 similar vehicles

Frederick, MD

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Frederick, MD

UnscoredLimited · 10
$6,000148,045 mi

Comparison: 10 similar vehicles

Frederick, MD

2007 Toyota Tacoma PreRunner

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

2007 Toyota Tacoma PreRunner

Frederick, MD

UnscoredInsufficient · 4
$6,000229,667 mi

Comparison: 4 similar vehicles

Frederick, MD

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Frederick, MD

UnscoredLimited · 8
$6,200105,280 mi

Comparison: 8 similar vehicles

Frederick, MD

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Frederick, MD

UnscoredLimited · 9
$6,200120,548 mi

Comparison: 9 similar vehicles

Frederick, MD

2005 Dodge Magnum SXT

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

2005 Dodge Magnum SXT

Frederick, MD

UnscoredInsufficient · 4
$6,200210,675 mi

Comparison: 4 similar vehicles

Frederick, MD

2002 Volvo V70 XC A

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

2002 Volvo V70 XC A

Frederick, MD

UnscoredInsufficient · 3
$6,200153,617 mi

Comparison: 3 similar vehicles

Frederick, MD

2005 MINI Cooper S

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

2005 MINI Cooper S

Frederick, MD

UnscoredLimited · 5
$6,250107,162 mi

Comparison: 5 similar vehicles

Frederick, MD

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Frederick, MD

UnscoredLimited · 6
$6,299145,792 mi

Comparison: 6 similar vehicles

Frederick, MD

2005 MINI Cooper S

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

2005 MINI Cooper S

Frederick, MD

UnscoredLimited · 5
$6,350114,779 mi

Comparison: 5 similar vehicles

Frederick, MD

2011 Toyota Avalon Limited

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

2011 Toyota Avalon Limited

Frederick, MD

UnscoredLimited · 19
$6,399233,475 mi

Comparison: 19 similar vehicles

Frederick, MD

2009 MINI Cooper Base

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

2009 MINI Cooper Base

Frederick, MD

UnscoredInsufficient · 4
$6,40084,518 mi

Comparison: 4 similar vehicles

Frederick, MD

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Frederick, MD

UnscoredLimited · 13
$6,495203,198 mi

Comparison: 13 similar vehicles

Frederick, MD

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Frederick, MD

UnscoredLimited · 9
$6,500106,357 mi

Comparison: 9 similar vehicles

Frederick, MD

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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