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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

3,729 listings found

2008 Subaru Outback Base

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

2008 Subaru Outback Base

Downey, CA

UnscoredInsufficient · 0
$3,995171,672 mi

Downey, CA

2006 Acura MDX Touring Package

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

2006 Acura MDX Touring Package

Downey, CA

Salvage title
$3,995164,272 mi

Downey, CA

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Downey, CA

UnscoredInsufficient · 4
$4,050151,255 mi

Comparison: 4 similar vehicles

Downey, CA

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Downey, CA

UnscoredInsufficient · 0
$4,990118,498 mi

Downey, CA

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Downey, CA

UnscoredInsufficient · 3
$4,995169,825 mi

Comparison: 3 similar vehicles

Downey, CA

2005 Nissan Altima SE

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

2005 Nissan Altima SE

Downey, CA

UnscoredInsufficient · 0
$5,500150,000 mi

Downey, CA

2005 Cadillac STS Base

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

2005 Cadillac STS Base

Downey, CA

UnscoredInsufficient · 0
$5,99560,110 mi

Downey, CA

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Downey, CA

UnscoredInsufficient · 4
$6,000145,673 mi

Comparison: 4 similar vehicles

Downey, CA

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Downey, CA

Unscored
$6,419259,617 mi

Comparison: 5 similar vehicles

Downey, CA

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Downey, CA

UnscoredInsufficient · 0
$6,520259,561 mi

Downey, CA

2015 Audi allroad Premium Plus

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

2015 Audi allroad Premium Plus

Downey, CA

UnscoredInsufficient · 0
$6,995176,525 mi

Downey, CA

2007 Chrysler 300 Base

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

2007 Chrysler 300 Base

Downey, CA

UnscoredInsufficient · 4
$6,995165,736 mi

Comparison: 4 similar vehicles

Downey, CA

2006 INFINITI G35 Base

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

2006 INFINITI G35 Base

Downey, CA

Unscored
$6,995Mileage not verified

Comparison: 5 similar vehicles

Downey, CA

2008 Toyota Avalon Touring

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

2008 Toyota Avalon Touring

Downey, CA

Salvage title
$7,054140,000 mi

Downey, CA

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Downey, CA

UnscoredInsufficient · 3
$7,113174,132 mi

Comparison: 3 similar vehicles

Downey, CA

2010 Nissan cube SL

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

2010 Nissan cube SL

Downey, CA

UnscoredInsufficient · 0
$7,120162,920 mi

Downey, CA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Downey, CA

Unscored
$7,33574,933 mi

Comparison: 7 similar vehicles

Downey, CA

2014 MINI Countryman S

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

2014 MINI Countryman S

Downey, CA

Unscored
$7,58495,802 mi

Comparison: 9 similar vehicles

Downey, CA

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Downey, CA

UnscoredInsufficient · 0
$7,82070,195 mi

Downey, CA

2013 Mercedes-Benz GLK-Class GLK350

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

2013 Mercedes-Benz GLK-Class GLK350

Downey, CA

Unscored
$7,995140,845 mi

Comparison: 12 similar vehicles

Downey, CA

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Downey, CA

UnscoredInsufficient · 4
$7,995153,409 mi

Comparison: 4 similar vehicles

Downey, CA

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Downey, CA

Unscored
$8,000127,879 mi

Comparison: 5 similar vehicles

Downey, CA

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Downey, CA

Salvage title
$8,054282,906 mi

Downey, CA

2006 Lexus RX 330

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

2006 Lexus RX 330

Downey, CA

UnscoredInsufficient · 3
$8,054150,198 mi

Comparison: 3 similar vehicles

Downey, CA

2017 Volkswagen Golf SEL

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

2017 Volkswagen Golf SEL

Downey, CA

Salvage title
$8,05550,024 mi

Downey, CA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Downey, CA

Unscored
$8,120147,899 mi

Comparison: 11 similar vehicles

Downey, CA

2015 Honda Civic SE

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

2015 Honda Civic SE

Downey, CA

Unscored
$8,120168,153 mi

Comparison: 9 similar vehicles

Downey, CA

2012 Scion xB Base

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

2012 Scion xB Base

Downey, CA

UnscoredInsufficient · 4
$8,120155,524 mi

Comparison: 4 similar vehicles

Downey, CA

2014 Kia Sorento SX

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

2014 Kia Sorento SX

Downey, CA

UnscoredInsufficient · 3
$8,167117,258 mi

Comparison: 3 similar vehicles

Downey, CA

2010 Honda Insight EX

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

2010 Honda Insight EX

Downey, CA

UnscoredInsufficient · 3
$8,415112,085 mi

Comparison: 3 similar vehicles

Downey, CA

2015 Nissan NV200 SV

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

2015 Nissan NV200 SV

Downey, CA

UnscoredInsufficient · 0
$8,985164,252 mi

Downey, CA

2009 Chevrolet Traverse LS

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

2009 Chevrolet Traverse LS

Downey, CA

UnscoredInsufficient · 0
$8,99046,546 mi

Downey, CA

2017 Buick Verano 1SH

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

2017 Buick Verano 1SH

Downey, CA

UnscoredInsufficient · 0
$8,99587,821 mi

Downey, CA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Downey, CA

Unscored
$8,995112,000 mi

Comparison: 5 similar vehicles

Downey, CA

2010 Chrysler 300 Touring

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

2010 Chrysler 300 Touring

Downey, CA

Fair PriceLimited · 15
$8,995Mileage not verified

Market: $8,697 – $9,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1356 days listed (based on current market benchmarks)

Downey, CA

2010 Toyota Camry Hybrid

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

2010 Toyota Camry Hybrid

Downey, CA

UnscoredInsufficient · 0
$8,99587,000 mi

Downey, CA

2003 GMC Yukon XL Base

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

2003 GMC Yukon XL Base

Downey, CA

UnscoredInsufficient · 0
$8,999Mileage not verified

Downey, CA

2015 Audi A3 Sedan Premium

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

2015 Audi A3 Sedan Premium

Downey, CA

Salvage title
$9,05069,593 mi

Downey, CA

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Downey, CA

Unscored
$9,054118,470 mi

Comparison: 6 similar vehicles

Downey, CA

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Downey, CA

Salvage title
$9,054151,000 mi

Downey, CA

2014 Ford Fusion Energi Titanium

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

2014 Ford Fusion Energi Titanium

Downey, CA

Salvage title
$9,05483,533 mi

Downey, CA

No Photo

2011 Ford Flex Limited

Downey, CA

UnscoredInsufficient · 0
$9,054127,531 mi

Downey, CA

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Downey, CA

UnscoredInsufficient · 4
$9,07789,068 mi

Comparison: 4 similar vehicles

Downey, CA

2016 MINI Countryman S

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

2016 MINI Countryman S

Downey, CA

Fair PriceLimited · 12
$9,495104,125 mi

Market: $6,999 – $11,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Downey, CA

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Downey, CA

UnscoredInsufficient · 4
$9,990144,638 mi

Comparison: 4 similar vehicles

Downey, CA

2003 Hummer H2 Base

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

2003 Hummer H2 Base

Downey, CA

Unscored
$9,990224,250 mi

Comparison: 12 similar vehicles

Downey, CA

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Downey, CA

Salvage title
$9,99544,681 mi

Downey, CA

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Downey, CA

Salvage title
$9,99597,800 mi

Downey, CA

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Downey, CA

Salvage title
$10,05089,558 mi

Downey, CA

2019 Kia RIO S

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

2019 Kia RIO S

Downey, CA

Salvage title
$10,05428,689 mi

Downey, 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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