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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

1,012 listings found

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Covina, CA

Unscored
$3,298249,556 mi

Comparison: 5 similar vehicles

Covina, CA

2005 Mazda MAZDA3 S

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

2005 Mazda MAZDA3 S

Covina, CA

UnscoredInsufficient · 0
$3,490121,720 mi

Covina, CA

2006 Chevrolet HHR LT

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

2006 Chevrolet HHR LT

Covina, CA

Unscored
$3,899168,035 mi

Comparison: 11 similar vehicles

Covina, CA

2002 Mercedes-Benz CLK-Class CLK320

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

2002 Mercedes-Benz CLK-Class CLK320

Covina, CA

UnscoredInsufficient · 3
$3,950179,000 mi

Comparison: 3 similar vehicles

Covina, CA

2008 Mazda MAZDA3 i Touring

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

2008 Mazda MAZDA3 i Touring

Covina, CA

UnscoredInsufficient · 4
$3,990162,910 mi

Comparison: 4 similar vehicles

Covina, CA

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Covina, CA

Unscored
$4,590170,882 mi

Comparison: 5 similar vehicles

Covina, CA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Covina, CA

UnscoredInsufficient · 3
$4,644176,400 mi

Comparison: 3 similar vehicles

Covina, CA

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Covina, CA

Unscored
$4,899125,328 mi

Comparison: 6 similar vehicles

Covina, CA

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Covina, CA

UnscoredInsufficient · 0
$4,899103,250 mi

Covina, CA

1998 Toyota 4Runner V6 LIMITED

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

1998 Toyota 4Runner V6 LIMITED

Covina, CA

Salvage title
$5,144365,206 mi

Covina, CA

2000 Acura RL Base

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

2000 Acura RL Base

Covina, CA

UnscoredInsufficient · 0
$5,350160,756 mi

Covina, CA

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Covina, CA

Unscored
$5,425131,965 mi

Comparison: 5 similar vehicles

Covina, CA

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Covina, CA

Fair PriceLimited · 10
$5,495105,734 mi

Market: $4,568 – $9,981

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Covina, CA

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Covina, CA

Unscored
$5,495135,219 mi

Comparison: 15 similar vehicles

Covina, CA

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Covina, CA

UnscoredInsufficient · 4
$5,495197,082 mi

Comparison: 4 similar vehicles

Covina, CA

2001 Ford Econoline Van Commercial

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

2001 Ford Econoline Van Commercial

Covina, CA

UnscoredInsufficient · 3
$5,498117,980 mi

Comparison: 3 similar vehicles

Covina, CA

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Covina, CA

Unscored
$5,700235,226 mi

Comparison: 23 similar vehicles

Covina, CA

2012 Subaru Forester X

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

2012 Subaru Forester X

Covina, CA

Unscored
$5,750161,777 mi

Comparison: 5 similar vehicles

Covina, CA

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Covina, CA

UnscoredInsufficient · 4
$5,899115,460 mi

Comparison: 4 similar vehicles

Covina, CA

2017 Kia Rio LX

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

2017 Kia Rio LX

Covina, CA

UnscoredInsufficient · 4
$5,899128,598 mi

Comparison: 4 similar vehicles

Covina, CA

2017 MINI Clubman Base

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

2017 MINI Clubman Base

Covina, CA

Unscored
$5,899141,265 mi

Comparison: 5 similar vehicles

Covina, CA

2012 MINI Cooper S

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

2012 MINI Cooper S

Covina, CA

Unscored
$5,89973,596 mi

Comparison: 7 similar vehicles

Covina, CA

2010 Toyota Corolla Base

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

2010 Toyota Corolla Base

Covina, CA

UnscoredInsufficient · 4
$5,899179,723 mi

Comparison: 4 similar vehicles

Covina, CA

2018 Buick Envision Essence

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

2018 Buick Envision Essence

Covina, CA

UnscoredInsufficient · 0
$5,925174,755 mi

Covina, CA

1996 BMW Z3

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

1996 BMW Z3

Covina, CA

UnscoredInsufficient · 0
$5,950184,000 mi

Covina, CA

2005 Scion xA Base

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

2005 Scion xA Base

Covina, CA

UnscoredInsufficient · 0
$5,995154,703 mi

Covina, CA

2011 Chevrolet Colorado Work Truck

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

2011 Chevrolet Colorado Work Truck

Covina, CA

Unscored
$5,998179,804 mi

Comparison: 6 similar vehicles

Covina, CA

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Covina, CA

Unscored
$5,998156,375 mi

Comparison: 6 similar vehicles

Covina, CA

2002 Ford Econoline Van Commercial

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

2002 Ford Econoline Van Commercial

Covina, CA

UnscoredInsufficient · 0
$5,998121,700 mi

Covina, CA

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Covina, CA

UnscoredInsufficient · 0
$6,100238,627 mi

Covina, CA

2002 Ford Econoline Van Commercial

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

2002 Ford Econoline Van Commercial

Covina, CA

UnscoredInsufficient · 0
$6,298112,430 mi

Covina, CA

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Covina, CA

Unscored
$6,300131,356 mi

Comparison: 9 similar vehicles

Covina, CA

2010 INFINITI FX 35

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

2010 INFINITI FX 35

Covina, CA

UnscoredInsufficient · 3
$6,400178,193 mi

Comparison: 3 similar vehicles

Covina, CA

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Covina, CA

Unscored
$6,600121,412 mi

Comparison: 6 similar vehicles

Covina, CA

2013 Hyundai Santa Fe Sport 2.0T

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

2013 Hyundai Santa Fe Sport 2.0T

Covina, CA

UnscoredInsufficient · 4
$6,700121,500 mi

Comparison: 4 similar vehicles

Covina, 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

Covina, CA

Unscored
$6,800126,983 mi

Comparison: 11 similar vehicles

Covina, CA

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Covina, CA

UnscoredInsufficient · 4
$6,880129,305 mi

Comparison: 4 similar vehicles

Covina, CA

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Covina, CA

Unscored
$6,899191,475 mi

Comparison: 6 similar vehicles

Covina, CA

2005 GMC Yukon XL SLE

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

2005 GMC Yukon XL SLE

Covina, CA

UnscoredInsufficient · 0
$6,899149,698 mi

Covina, CA

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Covina, CA

UnscoredInsufficient · 3
$6,925100,163 mi

Comparison: 3 similar vehicles

Covina, CA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Covina, CA

Unscored
$6,995236,220 mi

Comparison: 27 similar vehicles

Covina, CA

2007 Toyota Highlander Sport

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

2007 Toyota Highlander Sport

Covina, CA

UnscoredInsufficient · 0
$6,995173,951 mi

Covina, CA

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Covina, CA

UnscoredInsufficient · 0
$6,995164,874 mi

Covina, CA

2013 Kia Rio 5-Door EX

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

2013 Kia Rio 5-Door EX

Covina, CA

UnscoredInsufficient · 0
$7,277105,781 mi

Covina, CA

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Covina, CA

Unscored
$7,495182,992 mi

Comparison: 9 similar vehicles

Covina, CA

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Covina, CA

UnscoredInsufficient · 4
$7,495180,366 mi

Comparison: 4 similar vehicles

Covina, CA

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Covina, CA

UnscoredInsufficient · 0
$7,498127,995 mi

Covina, CA

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Covina, CA

UnscoredInsufficient · 4
$7,899116,674 mi

Comparison: 4 similar vehicles

Covina, CA

2008 MINI Cooper S

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

2008 MINI Cooper S

Covina, CA

UnscoredInsufficient · 0
$7,89954,644 mi

Covina, CA

2011 Toyota Prius II

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

2011 Toyota Prius II

Covina, CA

Unscored
$7,995170,517 mi

Comparison: 6 similar vehicles

Covina, 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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