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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

871 listings found

1998 Ford Explorer

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

1998 Ford Explorer

Manteca, CA

UnscoredInsufficient · 0
$3,999206,223 mi

Manteca, CA

2005 Jeep Liberty Limited

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

2005 Jeep Liberty Limited

Manteca, CA

UnscoredInsufficient · 0
$4,999136,165 mi

Manteca, CA

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Manteca, CA

UnscoredInsufficient · 3
$5,475147,727 mi

Comparison: 3 similar vehicles

Manteca, CA

2011 Volvo XC70 3.2

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

2011 Volvo XC70 3.2

Manteca, CA

UnscoredInsufficient · 3
$5,895208,098 mi

Comparison: 3 similar vehicles

Manteca, CA

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Manteca, CA

UnscoredInsufficient · 3
$5,899104,210 mi

Comparison: 3 similar vehicles

Manteca, CA

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Manteca, CA

Unscored
$5,995101,981 mi

Comparison: 6 similar vehicles

Manteca, CA

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Manteca, CA

UnscoredInsufficient · 3
$5,995144,806 mi

Comparison: 3 similar vehicles

Manteca, CA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Manteca, CA

Unscored
$5,999121,548 mi

Comparison: 13 similar vehicles

Manteca, CA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Manteca, CA

UnscoredInsufficient · 3
$5,999137,742 mi

Comparison: 3 similar vehicles

Manteca, CA

2012 Ford Flex Limited

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

2012 Ford Flex Limited

Manteca, CA

UnscoredInsufficient · 3
$5,999130,314 mi

Comparison: 3 similar vehicles

Manteca, CA

2002 Acura MDX Touring Package

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

2002 Acura MDX Touring Package

Manteca, CA

UnscoredInsufficient · 0
$5,999119,025 mi

Manteca, CA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Manteca, CA

Unscored
$6,200123,477 mi

Comparison: 5 similar vehicles

Manteca, CA

2004 Toyota Matrix Base

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

2004 Toyota Matrix Base

Manteca, CA

UnscoredInsufficient · 0
$6,399194,781 mi

Manteca, CA

2009 Scion tC Base

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

2009 Scion tC Base

Manteca, CA

UnscoredInsufficient · 0
$6,444145,173 mi

Manteca, CA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Manteca, CA

UnscoredInsufficient · 3
$6,499169,340 mi

Comparison: 3 similar vehicles

Manteca, CA

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Manteca, CA

UnscoredInsufficient · 0
$6,595107,069 mi

Manteca, CA

2014 Dodge Avenger SE V6

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

2014 Dodge Avenger SE V6

Manteca, CA

UnscoredInsufficient · 0
$6,65080,410 mi

Manteca, CA

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Manteca, CA

Unscored
$6,985129,133 mi

Comparison: 5 similar vehicles

Manteca, CA

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Manteca, CA

UnscoredInsufficient · 4
$6,995115,460 mi

Comparison: 4 similar vehicles

Manteca, CA

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Manteca, CA

UnscoredInsufficient · 3
$6,995146,066 mi

Comparison: 3 similar vehicles

Manteca, CA

2002 Acura RSX Base

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

2002 Acura RSX Base

Manteca, CA

UnscoredInsufficient · 0
$6,995171,005 mi

Manteca, CA

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Manteca, CA

Unscored
$6,999197,433 mi

Comparison: 7 similar vehicles

Manteca, CA

2015 Chevrolet Trax LTZ

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

2015 Chevrolet Trax LTZ

Manteca, CA

UnscoredInsufficient · 3
$6,999136,593 mi

Comparison: 3 similar vehicles

Manteca, CA

2015 Kia Optima LX

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

2015 Kia Optima LX

Manteca, CA

UnscoredInsufficient · 3
$6,999111,338 mi

Comparison: 3 similar vehicles

Manteca, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Manteca, CA

UnscoredInsufficient · 3
$6,999101,082 mi

Comparison: 3 similar vehicles

Manteca, CA

2013 Ford C-Max SEL

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

2013 Ford C-Max SEL

Manteca, CA

Unscored
$6,999108,412 mi

Comparison: 9 similar vehicles

Manteca, CA

2012 Ford Focus Titanium

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

2012 Ford Focus Titanium

Manteca, CA

Unscored
$6,999159,150 mi

Comparison: 10 similar vehicles

Manteca, CA

2012 BMW X5 xDrive35i

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

2012 BMW X5 xDrive35i

Manteca, CA

UnscoredInsufficient · 3
$6,999108,103 mi

Comparison: 3 similar vehicles

Manteca, CA

2010 Mazda CX-7 s Touring

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

2010 Mazda CX-7 s Touring

Manteca, CA

UnscoredInsufficient · 0
$6,999124,985 mi

Manteca, CA

2007 Honda Civic LX

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

2007 Honda Civic LX

Manteca, CA

Unscored
$6,999133,476 mi

Comparison: 18 similar vehicles

Manteca, CA

2002 Honda Odyssey EX

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

2002 Honda Odyssey EX

Manteca, CA

UnscoredInsufficient · 0
$6,999136,688 mi

Manteca, CA

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Manteca, CA

UnscoredInsufficient · 0
$6,999179,962 mi

Manteca, CA

2010 Subaru Forester X

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

2010 Subaru Forester X

Manteca, CA

Unscored
$7,399142,526 mi

Comparison: 5 similar vehicles

Manteca, CA

2017 Chevrolet Sonic Premier

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

2017 Chevrolet Sonic Premier

Manteca, CA

UnscoredInsufficient · 0
$7,499101,340 mi

Manteca, CA

2014 MINI Countryman

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

2014 MINI Countryman

Manteca, CA

UnscoredInsufficient · 0
$7,499110,037 mi

Manteca, CA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Manteca, CA

Unscored
$7,500108,793 mi

Comparison: 5 similar vehicles

Manteca, CA

2014 Ford C-Max Energi SEL

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

2014 Ford C-Max Energi SEL

Manteca, CA

Unscored
$7,500165,939 mi

Comparison: 6 similar vehicles

Manteca, CA

2014 Mazda MAZDA6 i Grand Touring

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

2014 Mazda MAZDA6 i Grand Touring

Manteca, CA

UnscoredInsufficient · 3
$7,599157,081 mi

Comparison: 3 similar vehicles

Manteca, CA

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Manteca, CA

Fair PriceLimited · 14
$7,699112,210 mi

Market: $6,499 – $11,060

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Manteca, CA

2015 Ford Taurus

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

2015 Ford Taurus

Manteca, CA

UnscoredInsufficient · 0
$7,850114,507 mi

Manteca, CA

2006 Chrysler 300 C

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

2006 Chrysler 300 C

Manteca, CA

UnscoredInsufficient · 0
$7,888153,906 mi

Manteca, CA

2006 Audi S4 Base

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

2006 Audi S4 Base

Manteca, CA

UnscoredInsufficient · 0
$7,888107,188 mi

Manteca, CA

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Manteca, CA

UnscoredInsufficient · 4
$7,995111,609 mi

Comparison: 4 similar vehicles

Manteca, CA

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Manteca, CA

Unscored
$7,995122,620 mi

Comparison: 11 similar vehicles

Manteca, CA

2007 Lexus GS 350

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

2007 Lexus GS 350

Manteca, CA

UnscoredInsufficient · 0
$7,995197,192 mi

Manteca, CA

2018 Toyota Mirai

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

2018 Toyota Mirai

Manteca, CA

UnscoredInsufficient · 0
$7,99971,966 mi

Manteca, CA

2018 Jeep Renegade Altitude Package

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

2018 Jeep Renegade Altitude Package

Manteca, CA

Unscored
$7,999118,641 mi

Comparison: 7 similar vehicles

Manteca, CA

2015 Honda Accord Sport

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

2015 Honda Accord Sport

Manteca, CA

UnscoredInsufficient · 3
$7,999207,564 mi

Comparison: 3 similar vehicles

Manteca, CA

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Manteca, CA

Unscored
$7,99999,675 mi

Comparison: 5 similar vehicles

Manteca, CA

2015 BMW 5 Series 528i

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

2015 BMW 5 Series 528i

Manteca, CA

Unscored
$7,999175,063 mi

Comparison: 6 similar vehicles

Manteca, 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 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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