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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

2,295 listings found

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

Tracy, CA

Unscored
$2,500214,592 mi

Comparison: 7 similar vehicles

Tracy, CA

1997 Ford Econoline Van Base

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

1997 Ford Econoline Van Base

Tracy, CA

Salvage title
$2,999145,291 mi

Tracy, CA

2006 BMW 3 Series 330i

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

2006 BMW 3 Series 330i

Tracy, CA

UnscoredInsufficient · 3
$3,499139,293 mi

Comparison: 3 similar vehicles

Tracy, CA

2005 Honda Civic EX

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

2005 Honda Civic EX

Tracy, CA

UnscoredInsufficient · 0
$3,599190,912 mi

Tracy, CA

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Tracy, CA

UnscoredInsufficient · 3
$3,799214,654 mi

Comparison: 3 similar vehicles

Tracy, CA

2009 Honda Civic LX

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

2009 Honda Civic LX

Tracy, CA

Unscored
$4,200204,000 mi

Comparison: 5 similar vehicles

Tracy, CA

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Tracy, CA

Unscored
$4,300125,649 mi

Comparison: 5 similar vehicles

Tracy, CA

2011 Ford Escape XLS

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

2011 Ford Escape XLS

Tracy, CA

UnscoredInsufficient · 0
$4,500168,927 mi

Tracy, CA

2013 Cadillac CTS Sedan Luxury Collection

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

2013 Cadillac CTS Sedan Luxury Collection

Tracy, CA

Unscored
$4,750137,554 mi

Comparison: 13 similar vehicles

Tracy, CA

2015 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Tracy, CA

Unscored
$4,800165,000 mi

Comparison: 10 similar vehicles

Tracy, CA

2016 Ford Focus SE

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

2016 Ford Focus SE

Tracy, CA

Unscored
$4,990113,412 mi

Comparison: 7 similar vehicles

Tracy, CA

2010 Subaru Forester X

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

2010 Subaru Forester X

Tracy, CA

UnscoredInsufficient · 0
$4,99012,020 mi

Tracy, CA

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Tracy, CA

Salvage title
$4,999153,251 mi

Tracy, CA

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

Tracy, CA

Fair PriceLimited · 13
$4,999101,677 mi

Market: $4,991 – $12,765

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Tracy, CA

2009 MINI Cooper S

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

2009 MINI Cooper S

Tracy, CA

UnscoredInsufficient · 4
$4,999115,500 mi

Comparison: 4 similar vehicles

Tracy, CA

2006 BMW 3 Series 330i

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

2006 BMW 3 Series 330i

Tracy, CA

UnscoredInsufficient · 3
$4,999101,885 mi

Comparison: 3 similar vehicles

Tracy, CA

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Tracy, CA

UnscoredInsufficient · 0
$5,00068,242 mi

Tracy, CA

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Tracy, CA

Unscored
$5,138148,319 mi

Comparison: 9 similar vehicles

Tracy, CA

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Tracy, CA

Unscored
$5,300156,879 mi

Comparison: 11 similar vehicles

Tracy, CA

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Tracy, CA

UnscoredInsufficient · 4
$5,300164,063 mi

Comparison: 4 similar vehicles

Tracy, CA

2014 Mercedes-Benz GLK-Class GLK350

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

2014 Mercedes-Benz GLK-Class GLK350

Tracy, CA

Unscored
$5,450147,864 mi

Comparison: 9 similar vehicles

Tracy, CA

2012 Subaru Forester

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

2012 Subaru Forester

Tracy, CA

UnscoredInsufficient · 0
$5,450135,645 mi

Tracy, CA

2011 BMW 5 Series 528i

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

2011 BMW 5 Series 528i

Tracy, CA

UnscoredInsufficient · 3
$5,499140,550 mi

Comparison: 3 similar vehicles

Tracy, CA

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Tracy, CA

Unscored
$5,499128,051 mi

Comparison: 5 similar vehicles

Tracy, CA

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Tracy, CA

UnscoredInsufficient · 0
$5,700121,134 mi

Tracy, CA

2007 Mercedes-Benz CLK-Class CLK350

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

2007 Mercedes-Benz CLK-Class CLK350

Tracy, CA

Unscored
$5,700123,911 mi

Comparison: 6 similar vehicles

Tracy, CA

2004 Hyundai Santa Fe GLS

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

2004 Hyundai Santa Fe GLS

Tracy, CA

UnscoredInsufficient · 0
$5,70086,594 mi

Tracy, CA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Tracy, CA

UnscoredInsufficient · 3
$5,72083,451 mi

Comparison: 3 similar vehicles

Tracy, CA

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Tracy, CA

Fair PriceLimited · 13
$5,900104,743 mi

Market: $4,995 – $11,855

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Tracy, CA

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Tracy, CA

UnscoredInsufficient · 3
$5,900106,582 mi

Comparison: 3 similar vehicles

Tracy, CA

2012 MINI Countryman S

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

2012 MINI Countryman S

Tracy, CA

Unscored
$5,900109,052 mi

Comparison: 7 similar vehicles

Tracy, CA

2014 MINI Cooper Base

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

2014 MINI Cooper Base

Tracy, CA

Unscored
$5,99099,604 mi

Comparison: 5 similar vehicles

Tracy, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Tracy, CA

Fair PriceLimited · 16
$5,99995,572 mi

Market: $5,724 – $8,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Tracy, CA

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Tracy, CA

UnscoredInsufficient · 4
$5,999112,909 mi

Comparison: 4 similar vehicles

Tracy, CA

2010 Acura MDX Technology Package

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

2010 Acura MDX Technology Package

Tracy, CA

Unscored
$5,999163,695 mi

Comparison: 6 similar vehicles

Tracy, CA

2007 Mercedes-Benz GL-Class GL450

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

2007 Mercedes-Benz GL-Class GL450

Tracy, CA

UnscoredInsufficient · 0
$5,99999,796 mi

Tracy, CA

2011 Nissan Versa S

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

2011 Nissan Versa S

Tracy, CA

UnscoredInsufficient · 3
$6,00076,112 mi

Comparison: 3 similar vehicles

Tracy, CA

2011 Ford Focus SE

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

2011 Ford Focus SE

Tracy, CA

UnscoredInsufficient · 0
$6,17095,564 mi

Tracy, CA

2011 Honda CR-Z EX

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

2011 Honda CR-Z EX

Tracy, CA

UnscoredInsufficient · 0
$6,200173,736 mi

Tracy, CA

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Tracy, CA

Unscored
$6,200135,331 mi

Comparison: 10 similar vehicles

Tracy, CA

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Tracy, CA

UnscoredInsufficient · 4
$6,200165,159 mi

Comparison: 4 similar vehicles

Tracy, CA

2003 Pontiac Vibe Base

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

2003 Pontiac Vibe Base

Tracy, CA

UnscoredInsufficient · 0
$6,200159,463 mi

Tracy, CA

2017 Volkswagen Tiguan Wolfsburg Edition

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

2017 Volkswagen Tiguan Wolfsburg Edition

Tracy, CA

UnscoredInsufficient · 4
$6,450107,509 mi

Comparison: 4 similar vehicles

Tracy, CA

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

Tracy, CA

UnscoredInsufficient · 3
$6,490138,000 mi

Comparison: 3 similar vehicles

Tracy, CA

2007 Mercedes-Benz M-Class ML350

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

2007 Mercedes-Benz M-Class ML350

Tracy, CA

UnscoredInsufficient · 0
$6,490129,000 mi

Tracy, CA

2016 FIAT 500X Lounge

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

2016 FIAT 500X Lounge

Tracy, CA

Unscored
$6,499127,230 mi

Comparison: 7 similar vehicles

Tracy, CA

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Tracy, CA

UnscoredInsufficient · 3
$6,499126,000 mi

Comparison: 3 similar vehicles

Tracy, CA

2013 BMW X5 xDrive35i Sport Activity

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

2013 BMW X5 xDrive35i Sport Activity

Tracy, CA

UnscoredInsufficient · 0
$6,499133,677 mi

Tracy, CA

2013 Land Rover Range Rover Sport HSE

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

2013 Land Rover Range Rover Sport HSE

Tracy, CA

UnscoredInsufficient · 0
$6,499145,607 mi

Tracy, CA

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Tracy, CA

Unscored
$6,499120,195 mi

Comparison: 8 similar vehicles

Tracy, CA

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.
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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