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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 14, 2026

7.3M+

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

204 listings found

2007 Audi A4 Base

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

2007 Audi A4 Base

Martinez, CA

UnscoredInsufficient · 3
$4,500121,000 mi

Comparison: 3 similar vehicles

Martinez, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

Martinez, CA

Unscored
$5,450105,000 mi

Comparison: 7 similar vehicles

Martinez, CA

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Martinez, CA

Unscored
$5,950180,344 mi

Comparison: 8 similar vehicles

Martinez, CA

2007 Saturn Aura XR

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

2007 Saturn Aura XR

Martinez, CA

UnscoredInsufficient · 0
$5,99588,274 mi

Martinez, CA

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Martinez, CA

Unscored
$5,99895,410 mi

Comparison: 9 similar vehicles

Martinez, CA

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Martinez, CA

UnscoredInsufficient · 4
$6,995111,165 mi

Comparison: 4 similar vehicles

Martinez, CA

2017 Kia Forte LX

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

2017 Kia Forte LX

Martinez, CA

UnscoredInsufficient · 4
$7,50097,120 mi

Comparison: 4 similar vehicles

Martinez, CA

2009 Acura MDX Base

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

2009 Acura MDX Base

Martinez, CA

UnscoredInsufficient · 0
$7,690165,058 mi

Martinez, CA

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Martinez, CA

Fair PriceLimited · 11
$8,300109,550 mi

Market: $6,500 – $12,988

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Martinez, CA

2014 Land Rover Range Rover Evoque Pure

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

2014 Land Rover Range Rover Evoque Pure

Martinez, CA

UnscoredInsufficient · 3
$8,500104,100 mi

Comparison: 3 similar vehicles

Martinez, CA

2005 Toyota Sequoia Limited

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

2005 Toyota Sequoia Limited

Martinez, CA

UnscoredInsufficient · 0
$8,500201,400 mi

Martinez, 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

Martinez, CA

UnscoredInsufficient · 4
$8,80091,212 mi

Comparison: 4 similar vehicles

Martinez, CA

2013 Volkswagen Jetta SportWagen TDI

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

2013 Volkswagen Jetta SportWagen TDI

Martinez, CA

UnscoredInsufficient · 0
$8,990109,650 mi

Martinez, CA

2005 Subaru Outback I

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

2005 Subaru Outback I

Martinez, CA

UnscoredInsufficient · 0
$8,995117,180 mi

Martinez, CA

2003 INFINITI G35 Sport Coupe Base

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

2003 INFINITI G35 Sport Coupe Base

Martinez, CA

UnscoredInsufficient · 0
$8,995142,413 mi

Martinez, CA

2017 Audi Q3 Premium Plus

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

2017 Audi Q3 Premium Plus

Martinez, CA

Unscored
$8,998119,860 mi

Comparison: 6 similar vehicles

Martinez, CA

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Martinez, CA

Unscored
$8,998107,235 mi

Comparison: 7 similar vehicles

Martinez, CA

2007 Audi A4 Base

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

2007 Audi A4 Base

Martinez, CA

UnscoredInsufficient · 3
$9,45080,600 mi

Comparison: 3 similar vehicles

Martinez, CA

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Martinez, CA

Unscored
$9,75086,154 mi

Comparison: 9 similar vehicles

Martinez, CA

2005 Audi S4 Base

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

2005 Audi S4 Base

Martinez, CA

UnscoredInsufficient · 0
$9,995138,250 mi

Martinez, CA

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Martinez, CA

Unscored
$9,99581,800 mi

Comparison: 6 similar vehicles

Martinez, CA

2017 Audi Q5 Premium

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

2017 Audi Q5 Premium

Martinez, CA

UnscoredInsufficient · 4
$9,998114,530 mi

Comparison: 4 similar vehicles

Martinez, CA

2016 INFINITI QX60 Base

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

2016 INFINITI QX60 Base

Martinez, CA

UnscoredInsufficient · 3
$9,998117,685 mi

Comparison: 3 similar vehicles

Martinez, CA

2015 Audi Q5 Premium

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

2015 Audi Q5 Premium

Martinez, CA

UnscoredInsufficient · 3
$9,99876,300 mi

Comparison: 3 similar vehicles

Martinez, CA

2007 Lexus ES 350

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

2007 Lexus ES 350

Martinez, CA

Fair PriceLimited · 11
$10,25093,307 mi

Market: $6,167 – $11,616

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Martinez, CA

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Martinez, CA

UnscoredInsufficient · 3
$10,450129,500 mi

Comparison: 3 similar vehicles

Martinez, CA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Martinez, CA

Fair PriceLimited · 14
$10,500119,873 mi

Market: $9,995 – $14,949

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Martinez, CA

2015 Volkswagen Golf TSI SE

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

2015 Volkswagen Golf TSI SE

Martinez, CA

UnscoredInsufficient · 0
$10,500102,996 mi

Martinez, CA

2014 BMW 3 Series 328d

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

2014 BMW 3 Series 328d

Martinez, CA

Unscored
$10,500155,508 mi

Comparison: 7 similar vehicles

Martinez, CA

2012 Acura MDX Base

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

2012 Acura MDX Base

Martinez, CA

Fair PriceLimited · 13
$10,500114,506 mi

Market: $6,996 – $13,225

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Martinez, CA

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Martinez, CA

Unscored
$10,500124,341 mi

Comparison: 5 similar vehicles

Martinez, CA

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Martinez, CA

Fair PriceLimited · 10
$10,500107,204 mi

Market: $5,438 – $11,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Martinez, CA

2016 BMW X3 xDrive28d

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

2016 BMW X3 xDrive28d

Martinez, CA

UnscoredInsufficient · 0
$10,750117,140 mi

Martinez, CA

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Martinez, CA

Unscored
$10,900112,314 mi

Comparison: 7 similar vehicles

Martinez, CA

2008 Lexus ES 350

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

2008 Lexus ES 350

Martinez, CA

UnscoredInsufficient · 3
$10,90098,057 mi

Comparison: 3 similar vehicles

Martinez, CA

2018 Volkswagen Passat SE

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

2018 Volkswagen Passat SE

Martinez, CA

UnscoredInsufficient · 4
$10,990101,200 mi

Comparison: 4 similar vehicles

Martinez, CA

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Martinez, CA

UnscoredInsufficient · 4
$10,99095,083 mi

Comparison: 4 similar vehicles

Martinez, CA

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Martinez, CA

UnscoredInsufficient · 4
$10,990106,518 mi

Comparison: 4 similar vehicles

Martinez, CA

2000 Jeep Wrangler SPORT

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

2000 Jeep Wrangler SPORT

Martinez, CA

UnscoredInsufficient · 0
$10,990110,603 mi

Martinez, CA

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

Martinez, CA

Fair PriceLimited · 11
$10,99599,510 mi

Market: $6,998 – $14,133

Comparison: 11 similar vehicles

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

Martinez, CA

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Martinez, CA

Unscored
$10,995130,041 mi

Comparison: 5 similar vehicles

Martinez, CA

2018 INFINITI QX60 Base

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

2018 INFINITI QX60 Base

Martinez, CA

Unscored
$10,998116,350 mi

Comparison: 9 similar vehicles

Martinez, CA

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Martinez, CA

Fair PriceLimited · 17
$10,998105,550 mi

Market: $9,868 – $15,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Martinez, CA

2015 Audi A3 Sedan Premium Plus

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

2015 Audi A3 Sedan Premium Plus

Martinez, CA

UnscoredInsufficient · 4
$11,50078,421 mi

Comparison: 4 similar vehicles

Martinez, CA

2013 Jeep Grand Cherokee Overland

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

2013 Jeep Grand Cherokee Overland

Martinez, CA

UnscoredInsufficient · 0
$11,500115,505 mi

Martinez, CA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Martinez, CA

Unscored
$11,500117,380 mi

Comparison: 6 similar vehicles

Martinez, CA

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Martinez, CA

Unscored
$11,990205,424 mi

Comparison: 6 similar vehicles

Martinez, CA

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Martinez, CA

Unscored
$11,99075,646 mi

Comparison: 6 similar vehicles

Martinez, CA

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Martinez, CA

Unscored
$11,995127,161 mi

Comparison: 5 similar vehicles

Martinez, CA

2014 BMW 2 Series 228i

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

2014 BMW 2 Series 228i

Martinez, CA

UnscoredInsufficient · 4
$11,99584,885 mi

Comparison: 4 similar vehicles

Martinez, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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