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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

6,019 listings found

2005 Scion xA Base

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

2005 Scion xA Base

Leander, TX

Unscored
$2,850203,610 mi

Comparison: 6 similar vehicles

Leander, TX

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Leander, TX

Unscored
$3,500183,964 mi

Comparison: 9 similar vehicles

Leander, TX

2009 Hyundai Sonata SE

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

2009 Hyundai Sonata SE

Austin, TX

UnscoredInsufficient · 0
$3,599221,769 mi

Austin, TX

2002 Honda Odyssey EX

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

2002 Honda Odyssey EX

Cedar Park, TX

Unscored
$3,800133,024 mi

Comparison: 6 similar vehicles

Cedar Park, TX

2008 Saturn Astra XE

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

2008 Saturn Astra XE

Leander, TX

UnscoredInsufficient · 0
$3,995105,877 mi

Leander, TX

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

2010 Ford Focus SE

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

2010 Ford Focus SE

Leander, TX

Unscored
$4,500Mileage not verified

Comparison: 8 similar vehicles

Leander, TX

2009 Kia Rio LX

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

2009 Kia Rio LX

Leander, TX

UnscoredInsufficient · 4
$4,500124,429 mi

Comparison: 4 similar vehicles

Leander, 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

2010 Subaru Legacy GT Limited

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

2010 Subaru Legacy GT Limited

Liberty Hill, TX

UnscoredInsufficient · 0
$4,900190,450 mi

Liberty Hill, 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

2011 Kia Forte EX

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

2011 Kia Forte EX

Leander, TX

UnscoredInsufficient · 0
$4,995118,227 mi

Leander, TX

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Leander, TX

Unscored
$4,995103,479 mi

Comparison: 9 similar vehicles

Leander, TX

2005 Chevrolet Malibu LS

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

2005 Chevrolet Malibu LS

Cedar Park, TX

UnscoredInsufficient · 3
$4,995143,131 mi

Comparison: 3 similar vehicles

Cedar Park, TX

2005 Honda Civic LX-SE

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

2005 Honda Civic LX-SE

Cedar Park, TX

UnscoredInsufficient · 0
$4,995148,662 mi

Cedar Park, 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

2017 Ford Focus SE

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

2017 Ford Focus SE

Cedar Park, TX

Unscored
$5,150111,120 mi

Comparison: 8 similar vehicles

Cedar Park, 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

2013 Ford Focus Titanium

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

2013 Ford Focus Titanium

Cedar Park, TX

UnscoredInsufficient · 4
$5,45086,002 mi

Comparison: 4 similar vehicles

Cedar Park, TX

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Austin, TX

Unscored
$5,490126,611 mi

Comparison: 19 similar vehicles

Austin, TX

2012 Volvo XC60 T6 Premier Plus

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

2012 Volvo XC60 T6 Premier Plus

Austin, TX

UnscoredInsufficient · 0
$5,490181,612 mi

Austin, TX

2008 Ford Expedition Eddie Bauer

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

2008 Ford Expedition Eddie Bauer

Leander, TX

Unscored
$5,500Mileage not verified

Comparison: 9 similar vehicles

Leander, TX

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Liberty Hill, TX

Fair PriceLimited · 14
$5,500111,000 mi

Market: $3,995 – $9,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Liberty Hill, TX

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Leander, TX

UnscoredInsufficient · 3
$5,500175,097 mi

Comparison: 3 similar vehicles

Leander, TX

2012 Mitsubishi Outlander Sport SE

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

2012 Mitsubishi Outlander Sport SE

Austin, TX

UnscoredInsufficient · 0
$5,54698,592 mi

Austin, TX

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Austin, TX

Unscored
$5,724162,692 mi

Comparison: 6 similar vehicles

Austin, TX

2013 Volkswagen Jetta S

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

2013 Volkswagen Jetta S

Cedar Park, TX

UnscoredInsufficient · 3
$5,850116,315 mi

Comparison: 3 similar vehicles

Cedar Park, 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

2008 Ford F-150 STX

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

2008 Ford F-150 STX

Liberty Hill, TX

Unscored
$5,900138,000 mi

Comparison: 6 similar vehicles

Liberty Hill, TX

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Leander, TX

Unscored
$5,970144,451 mi

Comparison: 11 similar vehicles

Leander, 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

2015 Subaru WRX Base

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

2015 Subaru WRX Base

Spicewood, TX

UnscoredInsufficient · 4
$5,990151,258 mi

Comparison: 4 similar vehicles

Spicewood, 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

2012 Subaru Legacy I Limited

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

2012 Subaru Legacy I Limited

Austin, TX

UnscoredInsufficient · 0
$5,999114,717 mi

Austin, 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

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Cedar Park, TX

UnscoredInsufficient · 3
$6,45081,560 mi

Comparison: 3 similar vehicles

Cedar Park, TX

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Austin, TX

Unscored
$6,490134,500 mi

Comparison: 6 similar vehicles

Austin, TX

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Leander, TX

Unscored
$6,500113,769 mi

Comparison: 7 similar vehicles

Leander, 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

2008 Hyundai Veracruz Limited

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

2008 Hyundai Veracruz Limited

Leander, TX

UnscoredInsufficient · 0
$6,500102,042 mi

Leander, 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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