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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 10, 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

10,782 listings found

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Boerne, TX

UnscoredInsufficient · 0
$2,225144,298 mi

Boerne, TX

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Boerne, TX

Unscored
$3,225190,828 mi

Comparison: 14 similar vehicles

Boerne, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Boerne, TX

Salvage title
$3,225146,517 mi

Boerne, TX

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Boerne, TX

UnscoredInsufficient · 4
$3,225300,582 mi

Comparison: 4 similar vehicles

Boerne, TX

2011 Mitsubishi Galant FE

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

2011 Mitsubishi Galant FE

Boerne, TX

Unscored
$3,225260,042 mi

Comparison: 8 similar vehicles

Boerne, TX

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Boerne, TX

Unscored
$3,225205,901 mi

Comparison: 7 similar vehicles

Boerne, TX

2012 Ford Focus SE

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

2012 Ford Focus SE

San Antonio, TX

UnscoredInsufficient · 4
$3,531199,182 mi

Comparison: 4 similar vehicles

San Antonio, TX

2002 Kia Sportage 4-Door

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

2002 Kia Sportage 4-Door

Boerne, TX

UnscoredInsufficient · 0
$4,145123,800 mi

Boerne, TX

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Marble Falls, TX

Fair PriceModerate · 21
$4,147Mileage not verified

Market: $3,990 – $11,220

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Marble Falls, TX

2015 Volkswagen Jetta TDI SEL

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

2015 Volkswagen Jetta TDI SEL

Boerne, TX

UnscoredInsufficient · 0
$4,340254,400 mi

Boerne, TX

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Boerne, TX

UnscoredInsufficient · 0
$4,340125,100 mi

Boerne, TX

2002 Ford Explorer XLS

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

2002 Ford Explorer XLS

Kingsland, TX

UnscoredInsufficient · 4
$4,500153,819 mi

Comparison: 4 similar vehicles

Kingsland, TX

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Boerne, TX

UnscoredInsufficient · 0
$4,845136,000 mi

Boerne, TX

2000 Jaguar S-Type V8

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

2000 Jaguar S-Type V8

Kerrville, TX

UnscoredInsufficient · 0
$4,950Mileage not verified

Kerrville, TX

2010 Mitsubishi Lancer ES

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

2010 Mitsubishi Lancer ES

Kerrville, TX

UnscoredInsufficient · 0
$4,995172,621 mi

Kerrville, TX

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Boerne, TX

Unscored
$4,995200,000 mi

Comparison: 5 similar vehicles

Boerne, TX

2006 Nissan Titan SE

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

2006 Nissan Titan SE

Kerrville, TX

UnscoredInsufficient · 0
$4,995242,323 mi

Kerrville, TX

2004 Mercedes-Benz C-Class C230 Kompressor

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

2004 Mercedes-Benz C-Class C230 Kompressor

Kerrville, TX

UnscoredInsufficient · 0
$4,995156,971 mi

Kerrville, TX

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Kingsland, TX

UnscoredInsufficient · 4
$5,000161,651 mi

Comparison: 4 similar vehicles

Kingsland, TX

2013 Dodge Grand Caravan Crew

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

2013 Dodge Grand Caravan Crew

Kingsland, TX

UnscoredInsufficient · 0
$5,000165,042 mi

Kingsland, TX

1999 Ford Taurus SE

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

1999 Ford Taurus SE

Marble Falls, TX

UnscoredInsufficient · 0
$5,220106,682 mi

Marble Falls, TX

2017 Toyota Prius v Five

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

2017 Toyota Prius v Five

Boerne, TX

UnscoredInsufficient · 0
$5,225356,088 mi

Boerne, TX

2008 Honda Civic LX

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

2008 Honda Civic LX

Boerne, TX

UnscoredInsufficient · 3
$5,225162,464 mi

Comparison: 3 similar vehicles

Boerne, TX

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Boerne, TX

Unscored
$5,230182,700 mi

Comparison: 5 similar vehicles

Boerne, TX

2013 Mercedes-Benz GL-Class GL450

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

2013 Mercedes-Benz GL-Class GL450

Boerne, TX

Unscored
$5,340186,500 mi

Comparison: 6 similar vehicles

Boerne, TX

2013 Mercedes-Benz E-Class E350 Sport

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

2013 Mercedes-Benz E-Class E350 Sport

Boerne, TX

UnscoredInsufficient · 0
$5,340193,500 mi

Boerne, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Marble Falls, TX

Unscored
$5,445137,299 mi

Comparison: 52 similar vehicles

Marble Falls, TX

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Bulverde, TX

UnscoredInsufficient · 4
$5,500108,386 mi

Comparison: 4 similar vehicles

Bulverde, TX

2013 Ford Escape S

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

2013 Ford Escape S

Kerrville, TX

Unscored
$5,500Mileage not verified

Comparison: 19 similar vehicles

Kerrville, TX

2012 Volkswagen Tiguan SE

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

2012 Volkswagen Tiguan SE

Bulverde, TX

UnscoredInsufficient · 0
$5,500128,613 mi

Bulverde, TX

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Kerrville, TX

UnscoredInsufficient · 0
$5,500200,000 mi

Kerrville, TX

2008 Toyota Camry SE

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

2008 Toyota Camry SE

San Antonio, TX

UnscoredInsufficient · 0
$5,650171,171 mi

San Antonio, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Boerne, TX

Unscored
$5,72677,360 mi

Comparison: 6 similar vehicles

Boerne, TX

2018 MINI Cooper Base

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

2018 MINI Cooper Base

Boerne, TX

UnscoredInsufficient · 3
$5,845126,300 mi

Comparison: 3 similar vehicles

Boerne, TX

2016 Ford Escape SE

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

2016 Ford Escape SE

Kerrville, TX

Unscored
$5,995208,077 mi

Comparison: 29 similar vehicles

Kerrville, TX

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Bulverde, TX

Unscored
$5,995125,951 mi

Comparison: 6 similar vehicles

Bulverde, TX

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Bulverde, TX

Unscored
$5,995185,861 mi

Comparison: 6 similar vehicles

Bulverde, TX

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Kerrville, TX

UnscoredInsufficient · 0
$5,995291,910 mi

Kerrville, TX

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Boerne, TX

UnscoredInsufficient · 3
$6,045137,400 mi

Comparison: 3 similar vehicles

Boerne, TX

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Marble Falls, TX

Unscored
$6,190128,611 mi

Comparison: 5 similar vehicles

Marble Falls, TX

2001 Subaru Forester L

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

2001 Subaru Forester L

Marble Falls, TX

UnscoredInsufficient · 0
$6,190150,000 mi

Marble Falls, TX

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Marble Falls, TX

UnscoredInsufficient · 4
$6,199113,558 mi

Comparison: 4 similar vehicles

Marble Falls, TX

2005 Chevrolet Silverado 1500 LS

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

2005 Chevrolet Silverado 1500 LS

Marble Falls, TX

Unscored
$6,199263,733 mi

Comparison: 10 similar vehicles

Marble Falls, TX

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Marble Falls, TX

Unscored
$6,199156,000 mi

Comparison: 8 similar vehicles

Marble Falls, TX

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Boerne, TX

Unscored
$6,223270,681 mi

Comparison: 6 similar vehicles

Boerne, TX

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Boerne, TX

UnscoredInsufficient · 3
$6,225178,956 mi

Comparison: 3 similar vehicles

Boerne, TX

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Boerne, TX

Unscored
$6,225172,256 mi

Comparison: 5 similar vehicles

Boerne, TX

2013 Ford Edge SE

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

2013 Ford Edge SE

Boerne, TX

Unscored
$6,225135,040 mi

Comparison: 16 similar vehicles

Boerne, TX

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Boerne, TX

UnscoredInsufficient · 4
$6,225195,612 mi

Comparison: 4 similar vehicles

Boerne, TX

2017 Nissan Murano S

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

2017 Nissan Murano S

Kerrville, TX

UnscoredInsufficient · 0
$6,250161,010 mi

Kerrville, TX

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 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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