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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 11, 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

2,228 listings found

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

San Saba, TX

Unscored
$4,000148,000 mi

Comparison: 28 similar vehicles

San Saba, 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 · 20
$4,147Mileage not verified

Market: $3,990 – $8,500

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Marble Falls, 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

2011 Nissan cube Base

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

2011 Nissan cube Base

Burnet, TX

UnscoredInsufficient · 0
$4,99091,535 mi

Burnet, TX

2006 Buick Lucerne CXL

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

2006 Buick Lucerne CXL

Burnet, TX

UnscoredInsufficient · 0
$4,990131,770 mi

Burnet, 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

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

2009 Chevrolet Suburban LT2

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

2009 Chevrolet Suburban LT2

Brownwood, TX

UnscoredInsufficient · 0
$5,495217,035 mi

Brownwood, TX

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

San Saba, TX

UnscoredInsufficient · 4
$5,900132,375 mi

Comparison: 4 similar vehicles

San Saba, TX

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Burnet, TX

Unscored
$5,990115,000 mi

Comparison: 5 similar vehicles

Burnet, TX

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Burnet, TX

Unscored
$5,990135,778 mi

Comparison: 13 similar vehicles

Burnet, TX

2015 Dodge Grand Caravan American Value Package

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

2015 Dodge Grand Caravan American Value Package

Burnet, TX

UnscoredInsufficient · 0
$5,990115,797 mi

Burnet, TX

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Brownwood, TX

Fair PriceLimited · 12
$5,995115,491 mi

Market: $2,995 – $14,600

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Brownwood, TX

2006 Ford Expedition Limited

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

2006 Ford Expedition Limited

Lampasas, TX

UnscoredInsufficient · 0
$5,995193,792 mi

Lampasas, TX

1999 Chevrolet Silverado LS

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

1999 Chevrolet Silverado LS

Brownwood, TX

UnscoredInsufficient · 0
$5,995262,566 mi

Brownwood, 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: 9 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

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Brownwood, TX

UnscoredInsufficient · 0
$6,500175,190 mi

Brownwood, TX

2008 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

San Saba, TX

UnscoredInsufficient · 0
$6,500150,290 mi

San Saba, TX

2006 Ford Escape Hybrid

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

2006 Ford Escape Hybrid

San Saba, TX

UnscoredInsufficient · 0
$6,50058,000 mi

San Saba, TX

1997 Chevrolet C1500 CHEYENNE

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

1997 Chevrolet C1500 CHEYENNE

Lampasas, TX

UnscoredInsufficient · 0
$6,500238,500 mi

Lampasas, TX

2018 Ford Fiesta S

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

2018 Ford Fiesta S

Burnet, TX

UnscoredInsufficient · 4
$6,59078,500 mi

Comparison: 4 similar vehicles

Burnet, TX

2016 Ford Focus Titanium

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

2016 Ford Focus Titanium

Burnet, TX

Unscored
$6,59073,289 mi

Comparison: 7 similar vehicles

Burnet, TX

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Cottonwood Shores, TX

Fair PriceLimited · 10
$6,686114,348 mi

Market: $5,995 – $10,441

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Cottonwood Shores, TX

2012 Mercedes-Benz C-Class C350 Sport

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

2012 Mercedes-Benz C-Class C350 Sport

Burnet, TX

UnscoredInsufficient · 0
$6,90099,809 mi

Burnet, TX

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Lampasas, TX

UnscoredInsufficient · 0
$6,950109,670 mi

Lampasas, TX

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Burnet, TX

Fair PriceModerate · 22
$6,990119,282 mi

Market: $4,798 – $7,079

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Burnet, TX

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Lampasas, TX

Unscored
$6,995165,905 mi

Comparison: 31 similar vehicles

Lampasas, TX

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Copperas Cove, TX

UnscoredInsufficient · 4
$6,995178,021 mi

Comparison: 4 similar vehicles

Copperas Cove, TX

2009 Nissan cube S

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

2009 Nissan cube S

Copperas Cove, TX

UnscoredInsufficient · 3
$6,995139,106 mi

Comparison: 3 similar vehicles

Copperas Cove, TX

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Brownwood, TX

UnscoredInsufficient · 0
$6,99598,453 mi

Brownwood, TX

2007 INFINITI M

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

2007 INFINITI M

Copperas Cove, TX

UnscoredInsufficient · 0
$6,995176,503 mi

Copperas Cove, TX

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

San Saba, TX

Fair PriceLimited · 10
$7,00082,418 mi

Market: $4,995 – $8,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

San Saba, TX

2006 Chevrolet Tahoe LS

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

2006 Chevrolet Tahoe LS

Lampasas, TX

UnscoredInsufficient · 0
$7,000242,500 mi

Lampasas, TX

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Marble Falls, TX

Fair PriceModerate · 24
$7,145102,035 mi

Market: $3,888 – $18,900

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Marble Falls, TX

2002 Nissan Frontier XE

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

2002 Nissan Frontier XE

Marble Falls, TX

UnscoredInsufficient · 0
$7,199169,639 mi

Marble Falls, TX

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

San Saba, TX

Great DealLimited · 12
$7,250114,117 mi

Market: $8,000 – $14,500

Comparison: 12 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 158 days listed (based on current market benchmarks)

San Saba, TX

2005 Nissan Frontier LE

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

2005 Nissan Frontier LE

Goldthwaite, TX

UnscoredInsufficient · 0
$7,500145,980 mi

Goldthwaite, TX

2001 Ford F-150

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

2001 Ford F-150

San Saba, TX

UnscoredInsufficient · 0
$7,500239,000 mi

San Saba, TX

2013 BMW 5 Series 535i

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

2013 BMW 5 Series 535i

Burnet, TX

Unscored
$7,599118,893 mi

Comparison: 9 similar vehicles

Burnet, TX

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Brownwood, TX

UnscoredInsufficient · 4
$7,760110,899 mi

Comparison: 4 similar vehicles

Brownwood, TX

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Copperas Cove, TX

Unscored
$7,900203,321 mi

Comparison: 7 similar vehicles

Copperas Cove, TX

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Brownwood, TX

Unscored
$7,995144,354 mi

Comparison: 29 similar vehicles

Brownwood, TX

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Copperas Cove, TX

Unscored
$7,995241,360 mi

Comparison: 5 similar vehicles

Copperas Cove, TX

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Brownwood, TX

Unscored
$7,995140,267 mi

Comparison: 8 similar vehicles

Brownwood, 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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