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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

710 listings found

2006 Mercedes-Benz S-Class S350

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

2006 Mercedes-Benz S-Class S350

San Bruno, CA

UnscoredInsufficient · 0
$3,999128,383 mi

San Bruno, CA

2003 BMW 3 Series 330

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

2003 BMW 3 Series 330

San Bruno, CA

UnscoredInsufficient · 0
$6,500105,582 mi

San Bruno, CA

2010 Ford F-150

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

2010 Ford F-150

San Bruno, CA

UnscoredInsufficient · 0
$6,999262,530 mi

San Bruno, CA

2010 Honda Insight EX

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

2010 Honda Insight EX

San Bruno, CA

UnscoredInsufficient · 0
$6,999Mileage not verified

San Bruno, CA

2006 Saturn VUE Base

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

2006 Saturn VUE Base

San Bruno, CA

UnscoredInsufficient · 0
$7,000120,577 mi

San Bruno, 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

San Bruno, CA

Unscored
$7,999110,000 mi

Comparison: 9 similar vehicles

San Bruno, CA

2014 Hyundai Tucson SE

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

2014 Hyundai Tucson SE

San Bruno, CA

Unscored
$8,000114,141 mi

Comparison: 6 similar vehicles

San Bruno, CA

1999 Audi A6 QUATTRO

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

1999 Audi A6 QUATTRO

San Bruno, CA

UnscoredInsufficient · 0
$8,50081,896 mi

San Bruno, CA

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

San Bruno, CA

Unscored
$8,999164,107 mi

Comparison: 5 similar vehicles

San Bruno, CA

2004 Mercedes-Benz S-Class S500

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

2004 Mercedes-Benz S-Class S500

San Bruno, CA

UnscoredInsufficient · 0
$8,99947,515 mi

San Bruno, CA

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

San Bruno, CA

Unscored
$9,084121,108 mi

Comparison: 6 similar vehicles

San Bruno, CA

2005 Mercedes-Benz E-Class E320 CDI

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

2005 Mercedes-Benz E-Class E320 CDI

San Bruno, CA

UnscoredInsufficient · 0
$9,500196,591 mi

San Bruno, CA

2005 Mercedes-Benz E-Class E320 CDI

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

2005 Mercedes-Benz E-Class E320 CDI

San Bruno, CA

UnscoredInsufficient · 0
$9,500183,208 mi

San Bruno, CA

1993 Volvo 960

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

1993 Volvo 960

San Bruno, CA

UnscoredInsufficient · 0
$9,500104,239 mi

San Bruno, CA

2020 Ford Escape SE

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

2020 Ford Escape SE

San Bruno, CA

Unscored
$9,758142,650 mi

Comparison: 15 similar vehicles

San Bruno, CA

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

San Bruno, CA

Unscored
$9,777133,809 mi

Comparison: 6 similar vehicles

San Bruno, CA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

San Bruno, CA

Fair PriceModerate · 29
$9,880106,079 mi

Market: $5,000 – $14,530

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

San Bruno, CA

2014 Mazda MAZDA3 i Sport

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

2014 Mazda MAZDA3 i Sport

San Bruno, CA

UnscoredInsufficient · 3
$9,888108,079 mi

Comparison: 3 similar vehicles

San Bruno, CA

1993 Cadillac Allante

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

1993 Cadillac Allante

San Bruno, CA

UnscoredInsufficient · 0
$9,99942,950 mi

San Bruno, CA

2014 BMW X5 xDrive35d

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

2014 BMW X5 xDrive35d

San Bruno, CA

UnscoredInsufficient · 4
$10,000150,263 mi

Comparison: 4 similar vehicles

San Bruno, CA

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

San Bruno, CA

Unscored
$10,880131,608 mi

Comparison: 21 similar vehicles

San Bruno, CA

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

San Bruno, CA

OverpricedLimited · 11
$10,999114,378 mi

Market: $5,885 – $10,588

Comparison: 11 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

San Bruno, CA

2008 Acura TL Base

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

2008 Acura TL Base

San Bruno, CA

Unscored
$11,00070,034 mi

Comparison: 7 similar vehicles

San Bruno, CA

1991 Nissan

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

1991 Nissan

San Bruno, CA

UnscoredInsufficient · 0
$11,00091,899 mi

San Bruno, CA

2015 Scion tC Base

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

2015 Scion tC Base

San Bruno, CA

Unscored
$11,37897,585 mi

Comparison: 5 similar vehicles

San Bruno, CA

2008 Subaru Outback XT Limited

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

2008 Subaru Outback XT Limited

San Bruno, CA

UnscoredInsufficient · 0
$11,500151,256 mi

San Bruno, CA

2019 Ford Fusion SE

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

2019 Ford Fusion SE

San Bruno, CA

UnscoredInsufficient · 3
$11,97587,782 mi

Comparison: 3 similar vehicles

San Bruno, CA

2016 Toyota Prius c Four

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

2016 Toyota Prius c Four

San Bruno, CA

Unscored
$11,999Mileage not verified

Comparison: 5 similar vehicles

San Bruno, CA

2001 Toyota Avalon XLS

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

2001 Toyota Avalon XLS

San Bruno, CA

UnscoredInsufficient · 0
$12,00038,293 mi

San Bruno, CA

2010 Toyota Sienna XLE

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

2010 Toyota Sienna XLE

San Bruno, CA

UnscoredInsufficient · 0
$12,88041,905 mi

San Bruno, CA

2002 Honda Accord EX

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

2002 Honda Accord EX

San Bruno, CA

UnscoredInsufficient · 0
$12,99544,584 mi

San Bruno, CA

2014 Toyota Prius v Five

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

2014 Toyota Prius v Five

San Bruno, CA

UnscoredInsufficient · 4
$12,999153,328 mi

Comparison: 4 similar vehicles

San Bruno, CA

2002 GMC Sierra Denali

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

2002 GMC Sierra Denali

San Bruno, CA

UnscoredInsufficient · 0
$12,999124,624 mi

San Bruno, CA

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

San Bruno, CA

UnscoredInsufficient · 0
$13,51432,613 mi

San Bruno, CA

2012 Toyota Tacoma PreRunner

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

2012 Toyota Tacoma PreRunner

San Bruno, CA

Unscored
$13,880167,933 mi

Comparison: 6 similar vehicles

San Bruno, CA

2011 Porsche Panamera S

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

2011 Porsche Panamera S

San Bruno, CA

UnscoredInsufficient · 3
$13,99198,650 mi

Comparison: 3 similar vehicles

San Bruno, CA

2011 Subaru Impreza WRX

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

2011 Subaru Impreza WRX

San Bruno, CA

UnscoredInsufficient · 4
$13,99986,544 mi

Comparison: 4 similar vehicles

San Bruno, CA

2022 Kia Niro EX

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

2022 Kia Niro EX

San Bruno, CA

UnscoredInsufficient · 0
$14,27384,179 mi

San Bruno, CA

2019 Ford Ecosport Titanium

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

2019 Ford Ecosport Titanium

San Bruno, CA

UnscoredInsufficient · 0
$14,84940,851 mi

San Bruno, CA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

San Bruno, CA

Unscored
$14,88861,591 mi

Comparison: 42 similar vehicles

San Bruno, CA

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

San Bruno, CA

UnscoredInsufficient · 4
$14,99069,897 mi

Comparison: 4 similar vehicles

San Bruno, CA

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

San Bruno, CA

Unscored
$14,99161,550 mi

Comparison: 5 similar vehicles

San Bruno, CA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

San Bruno, CA

Fair PriceRobust · 51
$14,99167,071 mi

Market: $12,995 – $18,995

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

San Bruno, CA

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

San Bruno, CA

OverpricedLimited · 11
$14,999147,429 mi

Market: $9,000 – $14,895

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

San Bruno, CA

2017 Ford C-Max SE

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

2017 Ford C-Max SE

San Bruno, CA

UnscoredInsufficient · 0
$14,999109,611 mi

San Bruno, CA

2017 Ford Fusion Hybrid S

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

2017 Ford Fusion Hybrid S

San Bruno, CA

UnscoredInsufficient · 0
$14,999177,541 mi

San Bruno, CA

2002 Ford Econoline

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

2002 Ford Econoline

San Bruno, CA

UnscoredInsufficient · 0
$14,99937,524 mi

San Bruno, CA

2009 BMW 1 Series 135i

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

2009 BMW 1 Series 135i

San Bruno, CA

UnscoredInsufficient · 0
$15,000132,741 mi

San Bruno, CA

2003 Toyota 4Runner Limited

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

2003 Toyota 4Runner Limited

San Bruno, CA

UnscoredInsufficient · 0
$15,000157,356 mi

San Bruno, CA

2015 Volkswagen Golf GTI Autobahn

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

2015 Volkswagen Golf GTI Autobahn

San Bruno, CA

UnscoredInsufficient · 0
$15,50092,129 mi

San Bruno, 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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