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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,961 listings found

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

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Leander, TX

UnscoredInsufficient · 3
$4,995115,270 mi

Comparison: 3 similar vehicles

Leander, TX

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Leander, TX

UnscoredInsufficient · 4
$4,995134,359 mi

Comparison: 4 similar vehicles

Leander, TX

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Austin, TX

UnscoredInsufficient · 0
$4,999109,498 mi

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

2012 Ford Edge SE

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

2012 Ford Edge SE

Austin, TX

UnscoredInsufficient · 0
$5,999138,695 mi

Austin, TX

2011 Nissan Xterra S

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

2011 Nissan Xterra S

Austin, TX

UnscoredLimited · 13
$5,999165,836 mi

Comparison: 13 similar vehicles

Austin, 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

UnscoredLimited · 16
$6,124144,451 mi

Comparison: 16 similar vehicles

Leander, 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

UnscoredLimited · 5
$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

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Marble Falls, TX

UnscoredModerate · 24
$6,500124,092 mi

Comparison: 24 similar vehicles

Marble Falls, 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

UnscoredLimited · 7
$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 · 3
$6,500150,290 mi

Comparison: 3 similar vehicles

San Saba, 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

UnscoredLimited · 7
$6,500188,480 mi

Comparison: 7 similar vehicles

Leander, 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

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

2008 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

Austin, TX

UnscoredInsufficient · 0
$6,875128,827 mi

Austin, 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

Fair PriceLimited · 12
$6,990115,000 mi

Market: $5,500 – $8,716

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Burnet, TX

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Leander, TX

UnscoredLimited · 5
$6,991100,537 mi

Comparison: 5 similar vehicles

Leander, TX

2010 Ford Expedition Eddie Bauer

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

2010 Ford Expedition Eddie Bauer

Leander, TX

UnscoredInsufficient · 0
$6,991188,689 mi

Leander, TX

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Leander, TX

UnscoredLimited · 8
$7,000100,282 mi

Comparison: 8 similar vehicles

Leander, TX

2018 Ford Escape S

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

2018 Ford Escape S

Cedar Park, TX

UnscoredInsufficient · 0
$7,49558,096 mi

Cedar Park, TX

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Leander, TX

UnscoredLimited · 14
$7,500154,237 mi

Comparison: 14 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
$7,72498,592 mi

Austin, TX

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Florence, TX

UnscoredInsufficient · 3
$7,725153,476 mi

Comparison: 3 similar vehicles

Florence, TX

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Jonestown, TX

UnscoredLimited · 17
$7,900157,941 mi

Comparison: 17 similar vehicles

Jonestown, TX

2016 Mazda CX-3 Touring

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

2016 Mazda CX-3 Touring

Leander, TX

UnscoredModerate · 25
$7,998230,595 mi

Comparison: 25 similar vehicles

Leander, TX

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

Austin, TX

UnscoredLimited · 15
$7,999135,496 mi

Comparison: 15 similar vehicles

Austin, TX

2019 Mazda CX-3 Touring

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

2019 Mazda CX-3 Touring

Leander, TX

UnscoredInsufficient · 3
$8,000192,050 mi

Comparison: 3 similar vehicles

Leander, TX

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

Marble Falls, TX

UnscoredModerate · 24
$8,145143,383 mi

Comparison: 24 similar vehicles

Marble Falls, TX

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Cedar Park, TX

Fair PriceLimited · 14
$8,45090,430 mi

Market: $4,995 – $9,875

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Cedar Park, TX

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Cedar Park, TX

Fair PriceModerate · 27
$8,750104,050 mi

Market: $8,220 – $17,145

Comparison: 27 similar vehicles

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

Cedar Park, TX

2007 Hummer H3

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

2007 Hummer H3

Liberty Hill, TX

UnscoredLimited · 17
$8,799145,781 mi

Comparison: 17 similar vehicles

Liberty Hill, TX

2013 Nissan Murano SL

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

2013 Nissan Murano SL

Jonestown, TX

UnscoredInsufficient · 0
$8,900110,575 mi

Jonestown, TX

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Cottonwood Shores, TX

UnscoredModerate · 31
$8,987121,537 mi

Comparison: 31 similar vehicles

Cottonwood Shores, TX

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Lampasas, TX

UnscoredModerate · 21
$8,995175,976 mi

Comparison: 21 similar vehicles

Lampasas, TX

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Burnet, TX

Fair PriceModerate · 41
$8,995117,066 mi

Market: $3,950 – $18,900

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 313 days listed (based on current market benchmarks)

Burnet, TX

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Burnet, TX

Fair PriceModerate · 33
$9,17596,530 mi

Market: $3,500 – $14,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 313 days listed (based on current market benchmarks)

Burnet, TX

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Marble Falls, TX

Fair PriceLimited · 12
$9,190114,737 mi

Market: $3,500 – $12,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Marble Falls, TX

2010 Chevrolet Suburban LTZ

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

2010 Chevrolet Suburban LTZ

Austin, TX

UnscoredInsufficient · 4
$9,220216,873 mi

Comparison: 4 similar vehicles

Austin, TX

2019 Ford Ecosport S

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

2019 Ford Ecosport S

Fredericksburg, TX

UnscoredInsufficient · 0
$9,74071,318 mi

Fredericksburg, TX

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Marble Falls, TX

Fair PriceLimited · 13
$9,80095,088 mi

Market: $4,774 – $16,995

Comparison: 13 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 Ford Escape SE

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

2015 Ford Escape SE

Lampasas, TX

Fair PriceModerate · 47
$9,85093,081 mi

Market: $3,763 – $12,599

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Lampasas, TX

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Austin, TX

OverpricedLimited · 15
$9,875107,694 mi

Market: $4,995 – $9,433

Comparison: 15 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Austin, TX

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Cottonwood Shores, TX

UnscoredLimited · 10
$9,887120,970 mi

Comparison: 10 similar vehicles

Cottonwood Shores, TX

2017 Ford Edge SE

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

2017 Ford Edge SE

Cottonwood Shores, TX

UnscoredLimited · 7
$9,987110,342 mi

Comparison: 7 similar vehicles

Cottonwood Shores, TX

2016 Volkswagen Touareg Sport

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

2016 Volkswagen Touareg Sport

Austin, TX

UnscoredInsufficient · 0
$9,990117,227 mi

Austin, TX

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Burnet, TX

Fair PriceModerate · 24
$9,995114,751 mi

Market: $6,570 – $16,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Burnet, TX

2014 Ford Escape SE

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

2014 Ford Escape SE

Lampasas, TX

UnscoredModerate · 45
$9,995126,652 mi

Comparison: 45 similar vehicles

Lampasas, TX

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Cedar Park, TX

UnscoredInsufficient · 3
$9,99583,885 mi

Comparison: 3 similar vehicles

Cedar Park, 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 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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