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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

2,394 listings found

2008 Chrysler PT Cruiser LIMITED

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

2008 Chrysler PT Cruiser LIMITED

San Rafael, CA

UnscoredInsufficient · 0
$3,819103,198 mi

San Rafael, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

San Rafael, CA

UnscoredInsufficient · 3
$5,991Mileage not verified

Comparison: 3 similar vehicles

San Rafael, CA

2012 MINI Cooper Base

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

2012 MINI Cooper Base

San Rafael, CA

UnscoredInsufficient · 3
$6,31973,787 mi

Comparison: 3 similar vehicles

San Rafael, CA

2011 Kia Soul Base

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

2011 Kia Soul Base

San Rafael, CA

UnscoredInsufficient · 0
$6,43071,685 mi

San Rafael, CA

2013 Ford C-Max Energi SEL

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

2013 Ford C-Max Energi SEL

San Rafael, CA

Unscored
$6,819110,731 mi

Comparison: 9 similar vehicles

San Rafael, CA

2013 Ford C-Max Energi SEL

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

2013 Ford C-Max Energi SEL

San Rafael, CA

Unscored
$6,81982,817 mi

Comparison: 9 similar vehicles

San Rafael, CA

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

San Rafael, CA

UnscoredInsufficient · 3
$6,819129,937 mi

Comparison: 3 similar vehicles

San Rafael, CA

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

San Rafael, CA

UnscoredInsufficient · 3
$7,167120,386 mi

Comparison: 3 similar vehicles

San Rafael, CA

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

San Rafael, CA

Unscored
$7,319114,995 mi

Comparison: 5 similar vehicles

San Rafael, CA

2012 Subaru Impreza 2.0I Premium

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

2012 Subaru Impreza 2.0I Premium

San Rafael, CA

UnscoredInsufficient · 3
$7,31998,085 mi

Comparison: 3 similar vehicles

San Rafael, CA

2011 Audi Q5 Premium

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

2011 Audi Q5 Premium

San Rafael, CA

UnscoredInsufficient · 4
$7,31989,108 mi

Comparison: 4 similar vehicles

San Rafael, 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 Rafael, CA

Unscored
$7,81975,265 mi

Comparison: 7 similar vehicles

San Rafael, CA

2013 Dodge Dart SE

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

2013 Dodge Dart SE

San Rafael, CA

UnscoredInsufficient · 0
$7,82137,840 mi

San Rafael, CA

2015 Chevrolet Volt Base

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

2015 Chevrolet Volt Base

San Rafael, CA

UnscoredInsufficient · 3
$7,969103,417 mi

Comparison: 3 similar vehicles

San Rafael, CA

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

San Rafael, CA

UnscoredInsufficient · 0
$7,96962,602 mi

San Rafael, CA

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

San Rafael, CA

UnscoredInsufficient · 0
$7,99865,571 mi

San Rafael, CA

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

San Rafael, CA

UnscoredInsufficient · 0
$7,99965,004 mi

San Rafael, CA

2017 Volkswagen Tiguan Limited Base

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

2017 Volkswagen Tiguan Limited Base

San Rafael, CA

Unscored
$8,06694,779 mi

Comparison: 8 similar vehicles

San Rafael, CA

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

San Rafael, CA

Unscored
$8,31985,370 mi

Comparison: 6 similar vehicles

San Rafael, CA

2013 BMW X5 xDrive35i Sport Activity

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

2013 BMW X5 xDrive35i Sport Activity

San Rafael, CA

UnscoredInsufficient · 3
$8,31999,427 mi

Comparison: 3 similar vehicles

San Rafael, CA

2013 Audi Q5 Premium

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

2013 Audi Q5 Premium

San Rafael, CA

Fair PriceLimited · 16
$8,31989,094 mi

Market: $6,499 – $12,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

San Rafael, CA

2012 Nissan Altima

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

2012 Nissan Altima

San Rafael, CA

UnscoredInsufficient · 0
$8,50077,845 mi

San Rafael, CA

2011 Audi A4 Premium

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

2011 Audi A4 Premium

San Rafael, CA

Unscored
$8,50097,300 mi

Comparison: 9 similar vehicles

San Rafael, CA

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

San Rafael, CA

UnscoredInsufficient · 0
$8,91960,743 mi

San Rafael, CA

2012 Honda Civic LX

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

2012 Honda Civic LX

San Rafael, CA

Fair PriceLimited · 18
$8,991Mileage not verified

Market: $7,500 – $11,131

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

San Rafael, CA

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

San Rafael, CA

UnscoredInsufficient · 3
$8,998138,855 mi

Comparison: 3 similar vehicles

San Rafael, CA

2012 Nissan Altima S

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

2012 Nissan Altima S

San Rafael, CA

UnscoredInsufficient · 4
$8,99967,793 mi

Comparison: 4 similar vehicles

San Rafael, CA

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

San Rafael, CA

Fair PriceLimited · 10
$8,999105,258 mi

Market: $5,995 – $16,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

San Rafael, CA

2015 BMW X5 xDrive35i

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

2015 BMW X5 xDrive35i

San Rafael, CA

UnscoredInsufficient · 4
$9,166100,144 mi

Comparison: 4 similar vehicles

San Rafael, CA

2014 MINI Cooper S

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

2014 MINI Cooper S

San Rafael, CA

UnscoredInsufficient · 4
$9,31978,901 mi

Comparison: 4 similar vehicles

San Rafael, CA

2009 Lexus IS 250

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

2009 Lexus IS 250

San Rafael, CA

Unscored
$9,319121,291 mi

Comparison: 11 similar vehicles

San Rafael, CA

2013 BMW X5 xDrive35i Sport Activity

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

2013 BMW X5 xDrive35i Sport Activity

San Rafael, CA

UnscoredInsufficient · 0
$9,500112,684 mi

San Rafael, CA

2010 Acura TSX

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

2010 Acura TSX

San Rafael, CA

UnscoredInsufficient · 0
$9,500118,259 mi

San Rafael, CA

2012 Kia Optima SX

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

2012 Kia Optima SX

San Rafael, CA

UnscoredInsufficient · 0
$9,55053,898 mi

San Rafael, CA

2012 Honda Civic LX

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

2012 Honda Civic LX

San Rafael, CA

Fair PriceModerate · 20
$9,770103,312 mi

Market: $7,500 – $11,131

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

San Rafael, CA

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

San Rafael, CA

UnscoredInsufficient · 4
$9,819109,584 mi

Comparison: 4 similar vehicles

San Rafael, CA

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

San Rafael, CA

Fair PriceLimited · 11
$9,999109,477 mi

Market: $8,125 – $15,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

San Rafael, CA

2005 Mercedes-Benz SL-Class SL500

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

2005 Mercedes-Benz SL-Class SL500

San Rafael, CA

Unscored
$9,99997,194 mi

Comparison: 7 similar vehicles

San Rafael, CA

2015 MINI Cooper Base

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

2015 MINI Cooper Base

San Rafael, CA

Unscored
$10,16966,847 mi

Comparison: 7 similar vehicles

San Rafael, CA

2013 Mazda CX-5 Grand Touring

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

2013 Mazda CX-5 Grand Touring

San Rafael, CA

UnscoredInsufficient · 3
$10,669126,743 mi

Comparison: 3 similar vehicles

San Rafael, CA

2017 Cadillac XT5 Premium Luxury

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

2017 Cadillac XT5 Premium Luxury

San Rafael, CA

UnscoredInsufficient · 0
$10,672151,523 mi

San Rafael, CA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

San Rafael, CA

Fair PriceLimited · 12
$10,81971,498 mi

Market: $7,120 – $15,996

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

San Rafael, CA

2009 BMW 3 Series 335i

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

2009 BMW 3 Series 335i

San Rafael, CA

UnscoredInsufficient · 0
$10,81979,092 mi

San Rafael, CA

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

San Rafael, CA

Unscored
$10,991Mileage not verified

Comparison: 7 similar vehicles

San Rafael, 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

San Rafael, CA

Fair PriceLimited · 16
$11,168102,518 mi

Market: $4,450 – $11,999

Comparison: 16 similar vehicles

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

San Rafael, CA

2019 Nissan Leaf SV

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

2019 Nissan Leaf SV

San Rafael, CA

UnscoredInsufficient · 0
$11,291Mileage not verified

San Rafael, CA

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

San Rafael, CA

Unscored
$11,294Mileage not verified

Comparison: 16 similar vehicles

San Rafael, CA

2017 Hyundai Tucson Eco

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

2017 Hyundai Tucson Eco

San Rafael, CA

UnscoredInsufficient · 0
$11,31989,534 mi

San Rafael, CA

2012 Lexus LS Base

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

2012 Lexus LS Base

San Rafael, CA

Unscored
$11,719149,110 mi

Comparison: 5 similar vehicles

San Rafael, CA

2014 Ford Fusion Energi SE Luxury

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

2014 Ford Fusion Energi SE Luxury

San Rafael, CA

UnscoredInsufficient · 4
$11,81964,188 mi

Comparison: 4 similar vehicles

San Rafael, 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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