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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 6, 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

16,227 listings found

1991 INFINITI M30

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

1991 INFINITI M30

Gilroy, CA

UnscoredInsufficient · 0
$2,783228,594 mi

Gilroy, CA

2002 Toyota Camry Solara SE

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

2002 Toyota Camry Solara SE

Gilroy, CA

UnscoredInsufficient · 0
$2,988223,861 mi

Gilroy, CA

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Modesto, CA

UnscoredInsufficient · 3
$2,999124,100 mi

Comparison: 3 similar vehicles

Modesto, CA

2011 Nissan LEAF SL

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

2011 Nissan LEAF SL

Modesto, CA

UnscoredInsufficient · 0
$2,99965,012 mi

Modesto, CA

2001 Toyota Avalon XL

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

2001 Toyota Avalon XL

Modesto, CA

UnscoredInsufficient · 0
$2,999210,578 mi

Modesto, CA

1999 Honda Accord EX LEATHER

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

1999 Honda Accord EX LEATHER

Modesto, CA

UnscoredInsufficient · 0
$2,999308,478 mi

Modesto, CA

1998 Toyota Camry LE

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

1998 Toyota Camry LE

Riverbank, CA

UnscoredInsufficient · 0
$3,115210,339 mi

Riverbank, CA

1997 Toyota Avalon XL

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

1997 Toyota Avalon XL

Gilroy, CA

Salvage title
$3,488228,678 mi

Gilroy, CA

2011 Nissan cube S

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

2011 Nissan cube S

Turlock, CA

UnscoredInsufficient · 0
$3,500200,000 mi

Turlock, CA

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Gilroy, CA

Unscored
$3,500224,000 mi

Comparison: 5 similar vehicles

Gilroy, CA

2002 GMC Yukon XL SLE

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

2002 GMC Yukon XL SLE

Gilroy, CA

UnscoredInsufficient · 0
$3,500Mileage not verified

Gilroy, CA

2005 Honda Accord LX

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

2005 Honda Accord LX

Modesto, CA

UnscoredInsufficient · 3
$3,533250,000 mi

Comparison: 3 similar vehicles

Modesto, CA

2001 Ford Windstar SE

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

2001 Ford Windstar SE

Riverbank, CA

UnscoredInsufficient · 0
$3,615102,158 mi

Riverbank, CA

2005 Acura TL Base

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

2005 Acura TL Base

Modesto, CA

UnscoredInsufficient · 3
$3,700248,540 mi

Comparison: 3 similar vehicles

Modesto, CA

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Turlock, CA

UnscoredInsufficient · 0
$3,799146,600 mi

Turlock, CA

1999 Ford Econoline Van COMMERCIAL

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

1999 Ford Econoline Van COMMERCIAL

Modesto, CA

UnscoredInsufficient · 0
$3,833214,217 mi

Modesto, CA

2003 Honda CR-V EX

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

2003 Honda CR-V EX

Gilroy, CA

Salvage title
$3,900217,785 mi

Gilroy, CA

2000 Lincoln Navigator Base

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

2000 Lincoln Navigator Base

Gilroy, CA

UnscoredInsufficient · 0
$3,950205,000 mi

Gilroy, CA

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Gilroy, CA

Unscored
$3,977Mileage not verified

Comparison: 5 similar vehicles

Gilroy, CA

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Modesto, CA

Unscored
$3,995174,899 mi

Comparison: 5 similar vehicles

Modesto, CA

2007 INFINITI G 35 Sport

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

2007 INFINITI G 35 Sport

Modesto, CA

UnscoredInsufficient · 0
$3,995211,855 mi

Modesto, CA

2004 Mazda MPV ES

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

2004 Mazda MPV ES

Gilroy, CA

UnscoredInsufficient · 0
$3,995178,618 mi

Gilroy, CA

2004 Kia Sorento EX

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

2004 Kia Sorento EX

Modesto, CA

UnscoredInsufficient · 0
$3,995148,979 mi

Modesto, CA

2003 Saturn ION 2

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

2003 Saturn ION 2

Gilroy, CA

UnscoredInsufficient · 0
$3,99557,986 mi

Gilroy, CA

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Modesto, CA

UnscoredInsufficient · 0
$3,999127,582 mi

Modesto, CA

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Modesto, CA

UnscoredInsufficient · 4
$3,999170,000 mi

Comparison: 4 similar vehicles

Modesto, CA

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Modesto, CA

UnscoredInsufficient · 4
$3,999173,341 mi

Comparison: 4 similar vehicles

Modesto, CA

2008 Toyota Corolla CE

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

2008 Toyota Corolla CE

Modesto, CA

UnscoredInsufficient · 0
$3,999218,913 mi

Modesto, CA

2006 Chrysler PT Cruiser GT

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

2006 Chrysler PT Cruiser GT

Modesto, CA

UnscoredInsufficient · 0
$3,99990,001 mi

Modesto, CA

2006 Mercedes-Benz C-Class C230 Sport

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

2006 Mercedes-Benz C-Class C230 Sport

Modesto, CA

UnscoredInsufficient · 0
$3,999186,888 mi

Modesto, CA

2004 Saturn ION 3

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

2004 Saturn ION 3

Modesto, CA

UnscoredInsufficient · 0
$3,999157,350 mi

Modesto, CA

2004 Subaru Outback Base

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

2004 Subaru Outback Base

Modesto, CA

UnscoredInsufficient · 0
$3,999138,347 mi

Modesto, CA

1999 Jaguar XK Series Base

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

1999 Jaguar XK Series Base

Modesto, CA

UnscoredInsufficient · 0
$3,99998,021 mi

Modesto, CA

1995 Ford Mustang

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

1995 Ford Mustang

Salinas, CA

UnscoredInsufficient · 0
$3,999163,208 mi

Salinas, CA

2012 Honda Civic LX

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

2012 Honda Civic LX

Modesto, CA

Unscored
$4,069373,371 mi

Comparison: 5 similar vehicles

Modesto, CA

2006 Toyota Avalon Limited

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

2006 Toyota Avalon Limited

Riverbank, CA

UnscoredInsufficient · 0
$4,115205,410 mi

Riverbank, CA

2005 Cadillac SRX Base

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

2005 Cadillac SRX Base

Riverbank, CA

Unscored
$4,115182,230 mi

Comparison: 6 similar vehicles

Riverbank, CA

2006 Honda Accord VP

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

2006 Honda Accord VP

Madera, CA

UnscoredInsufficient · 0
$4,200212,663 mi

Madera, CA

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

Turlock, CA

UnscoredInsufficient · 0
$4,299149,667 mi

Turlock, CA

2002 Kia Optima LX V6

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

2002 Kia Optima LX V6

Modesto, CA

UnscoredInsufficient · 0
$4,299117,902 mi

Modesto, CA

2000 Ford Explorer XLT

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

2000 Ford Explorer XLT

Gilroy, CA

UnscoredInsufficient · 0
$4,330171,873 mi

Gilroy, CA

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Modesto, CA

UnscoredInsufficient · 0
$4,433200,123 mi

Modesto, CA

2007 Volkswagen New Beetle 2.5

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

2007 Volkswagen New Beetle 2.5

Modesto, CA

UnscoredInsufficient · 0
$4,450134,566 mi

Modesto, CA

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Gilroy, CA

UnscoredInsufficient · 0
$4,47797,909 mi

Gilroy, CA

2000 Chevrolet Cavalier Base

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

2000 Chevrolet Cavalier Base

Riverbank, CA

UnscoredInsufficient · 0
$4,49581,768 mi

Riverbank, CA

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Modesto, CA

Unscored
$4,499171,760 mi

Comparison: 8 similar vehicles

Modesto, CA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Modesto, CA

Unscored
$4,500239,824 mi

Comparison: 6 similar vehicles

Modesto, CA

2005 Mazda MPV LX

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

2005 Mazda MPV LX

Modesto, CA

UnscoredInsufficient · 0
$4,50090,399 mi

Modesto, CA

2004 Lincoln Aviator Ultimate

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

2004 Lincoln Aviator Ultimate

Gilroy, CA

UnscoredInsufficient · 0
$4,500210,000 mi

Gilroy, CA

2005 Subaru Outback I

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

2005 Subaru Outback I

Merced, CA

UnscoredInsufficient · 3
$4,550179,982 mi

Comparison: 3 similar vehicles

Merced, 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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