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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 4, 2026

6.8M+

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

804 listings found

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Upland, CA

UnscoredInsufficient · 0
$3,500149,594 mi

Upland, CA

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Upland, CA

UnscoredInsufficient · 3
$3,700127,771 mi

Comparison: 3 similar vehicles

Upland, CA

2008 MINI Cooper Base

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

2008 MINI Cooper Base

Upland, CA

UnscoredInsufficient · 0
$3,95073,450 mi

Upland, CA

2008 Mercedes-Benz M-Class ML350

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

2008 Mercedes-Benz M-Class ML350

Upland, CA

UnscoredInsufficient · 4
$4,000168,100 mi

Comparison: 4 similar vehicles

Upland, CA

2005 BMW 3 Series 325

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

2005 BMW 3 Series 325

Upland, CA

UnscoredInsufficient · 4
$4,200159,100 mi

Comparison: 4 similar vehicles

Upland, CA

2014 MINI Cooper S

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

2014 MINI Cooper S

Upland, CA

UnscoredInsufficient · 4
$4,500136,431 mi

Comparison: 4 similar vehicles

Upland, CA

2014 Hyundai Accent GLS

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

2014 Hyundai Accent GLS

Upland, CA

UnscoredInsufficient · 4
$4,650150,377 mi

Comparison: 4 similar vehicles

Upland, CA

2009 Mercedes-Benz M-Class ML350

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

2009 Mercedes-Benz M-Class ML350

Upland, CA

UnscoredInsufficient · 3
$4,950170,177 mi

Comparison: 3 similar vehicles

Upland, CA

2017 Nissan Versa Sedan SV

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

2017 Nissan Versa Sedan SV

Upland, CA

Unscored
$4,990121,751 mi

Comparison: 10 similar vehicles

Upland, CA

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

Upland, CA

UnscoredInsufficient · 0
$4,995128,800 mi

Upland, CA

2005 Toyota Corolla S

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

2005 Toyota Corolla S

Upland, CA

UnscoredInsufficient · 0
$4,995213,794 mi

Upland, 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

Upland, CA

Unscored
$5,000145,430 mi

Comparison: 16 similar vehicles

Upland, CA

2011 Mercedes-Benz C-Class C300 Sport

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

2011 Mercedes-Benz C-Class C300 Sport

Upland, CA

UnscoredInsufficient · 3
$5,000123,200 mi

Comparison: 3 similar vehicles

Upland, CA

2013 Kia Optima LX

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

2013 Kia Optima LX

Upland, CA

Unscored
$5,166190,268 mi

Comparison: 5 similar vehicles

Upland, CA

2009 Toyota Yaris Base

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

2009 Toyota Yaris Base

Upland, CA

UnscoredInsufficient · 0
$5,300184,200 mi

Upland, CA

2009 MINI Cooper Base

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

2009 MINI Cooper Base

Upland, CA

Unscored
$5,45094,412 mi

Comparison: 5 similar vehicles

Upland, CA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Upland, CA

Unscored
$5,499153,400 mi

Comparison: 13 similar vehicles

Upland, CA

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Upland, CA

Fair PriceLimited · 14
$5,500117,708 mi

Market: $4,900 – $12,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Upland, CA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Upland, CA

Unscored
$5,500124,199 mi

Comparison: 14 similar vehicles

Upland, CA

2014 Hyundai Accent GLS

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

2014 Hyundai Accent GLS

Upland, CA

UnscoredInsufficient · 4
$5,500105,000 mi

Comparison: 4 similar vehicles

Upland, CA

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Upland, CA

Unscored
$5,50097,228 mi

Comparison: 5 similar vehicles

Upland, 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

Upland, CA

Fair PriceLimited · 11
$5,500Mileage not verified

Market: $3,995 – $9,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Upland, CA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Upland, CA

UnscoredInsufficient · 3
$5,500193,906 mi

Comparison: 3 similar vehicles

Upland, CA

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Upland, CA

UnscoredInsufficient · 0
$5,500Mileage not verified

Upland, CA

2014 Kia Soul Base

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

2014 Kia Soul Base

Upland, CA

Unscored
$5,600Mileage not verified

Comparison: 7 similar vehicles

Upland, CA

2011 Mazda MAZDA3 i Touring

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

2011 Mazda MAZDA3 i Touring

Upland, CA

UnscoredInsufficient · 4
$5,600Mileage not verified

Comparison: 4 similar vehicles

Upland, CA

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Upland, CA

UnscoredInsufficient · 4
$5,80092,764 mi

Comparison: 4 similar vehicles

Upland, CA

2005 Ford Econoline Van Commercial

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

2005 Ford Econoline Van Commercial

Upland, CA

UnscoredInsufficient · 0
$5,800193,846 mi

Upland, CA

2016 Ford Flex SE

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

2016 Ford Flex SE

Upland, CA

Unscored
$5,900142,074 mi

Comparison: 6 similar vehicles

Upland, CA

2014 Dodge Avenger SXT

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

2014 Dodge Avenger SXT

Upland, CA

UnscoredInsufficient · 0
$5,990112,474 mi

Upland, CA

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Upland, CA

UnscoredInsufficient · 0
$5,990117,678 mi

Upland, CA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Upland, CA

UnscoredInsufficient · 3
$5,995103,272 mi

Comparison: 3 similar vehicles

Upland, CA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Upland, CA

UnscoredInsufficient · 3
$5,995136,171 mi

Comparison: 3 similar vehicles

Upland, CA

2005 Lexus RX 330

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

2005 Lexus RX 330

Upland, CA

UnscoredInsufficient · 4
$5,995186,430 mi

Comparison: 4 similar vehicles

Upland, CA

2014 MINI Cooper S

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

2014 MINI Cooper S

Upland, CA

UnscoredInsufficient · 4
$5,999107,334 mi

Comparison: 4 similar vehicles

Upland, CA

2012 Audi A3 Premium

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

2012 Audi A3 Premium

Upland, CA

UnscoredInsufficient · 4
$6,250120,446 mi

Comparison: 4 similar vehicles

Upland, CA

2006 Lexus ES 330

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

2006 Lexus ES 330

Upland, CA

Unscored
$6,400181,800 mi

Comparison: 5 similar vehicles

Upland, CA

2016 Chevrolet Express Cargo Work Van

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

2016 Chevrolet Express Cargo Work Van

Upland, CA

UnscoredInsufficient · 3
$6,490227,021 mi

Comparison: 3 similar vehicles

Upland, CA

2014 BMW X1 28i

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

2014 BMW X1 28i

Upland, CA

Unscored
$6,49094,000 mi

Comparison: 8 similar vehicles

Upland, CA

2015 Nissan Versa Note SR

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

2015 Nissan Versa Note SR

Upland, CA

UnscoredInsufficient · 0
$6,49588,340 mi

Upland, CA

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Upland, CA

Unscored
$6,495103,325 mi

Comparison: 7 similar vehicles

Upland, CA

2011 Scion xB Release Series 8.0

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

2011 Scion xB Release Series 8.0

Upland, CA

UnscoredInsufficient · 3
$6,495186,390 mi

Comparison: 3 similar vehicles

Upland, CA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Upland, CA

Fair PriceLimited · 16
$6,500100,439 mi

Market: $5,900 – $14,227

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 665 days listed (based on current market benchmarks)

Upland, CA

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Upland, CA

UnscoredInsufficient · 4
$6,500118,507 mi

Comparison: 4 similar vehicles

Upland, CA

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Upland, CA

Unscored
$6,500128,786 mi

Comparison: 5 similar vehicles

Upland, CA

2013 FIAT 500 Sport

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

2013 FIAT 500 Sport

Upland, CA

Unscored
$6,50090,776 mi

Comparison: 5 similar vehicles

Upland, CA

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Upland, CA

Unscored
$6,500172,115 mi

Comparison: 11 similar vehicles

Upland, CA

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Upland, CA

Unscored
$6,500164,000 mi

Comparison: 6 similar vehicles

Upland, CA

2011 Hyundai Sonata Hybrid Base

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

2011 Hyundai Sonata Hybrid Base

Upland, CA

UnscoredInsufficient · 3
$6,50089,072 mi

Comparison: 3 similar vehicles

Upland, CA

2003 GMC Yukon Denali

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

2003 GMC Yukon Denali

Upland, CA

UnscoredInsufficient · 0
$6,500148,376 mi

Upland, 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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