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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

2,164 listings found

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Gonzales, TX

UnscoredModerate · 26
$4,950221,710 mi

Comparison: 26 similar vehicles

Gonzales, TX

No Photo

2004 Ford Explorer XLT

Bellville, TX

UnscoredInsufficient · 0
$4,995Mileage not verified

Bellville, TX

2008 Jeep Commander Sport

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

2008 Jeep Commander Sport

Brenham, TX

UnscoredInsufficient · 0
$5,255233,722 mi

Brenham, TX

No Photo

2014 Lincoln MKT Base

Bellville, TX

UnscoredInsufficient · 0
$6,995Mileage not verified

Bellville, TX

No Photo

2003 Jeep Grand Cherokee LAREDO

Bellville, TX

UnscoredInsufficient · 0
$6,995111,000 mi

Bellville, TX

No Photo

2003 Chevrolet Suburban LS

Bellville, TX

UnscoredLimited · 16
$6,995198,866 mi

Comparison: 16 similar vehicles

Bellville, TX

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Cuero, TX

UnscoredModerate · 30
$7,220171,243 mi

Comparison: 30 similar vehicles

Cuero, TX

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Bellville, TX

UnscoredLimited · 7
$7,250104,249 mi

Comparison: 7 similar vehicles

Bellville, TX

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

La Grange, TX

UnscoredModerate · 32
$7,821128,558 mi

Comparison: 32 similar vehicles

La Grange, TX

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Bellville, TX

UnscoredInsufficient · 3
$7,90072,276 mi

Comparison: 3 similar vehicles

Bellville, TX

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Gonzales, TX

UnscoredModerate · 31
$7,950221,727 mi

Comparison: 31 similar vehicles

Gonzales, TX

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Bastrop, TX

UnscoredLimited · 5
$8,217102,125 mi

Comparison: 5 similar vehicles

Bastrop, TX

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Bastrop, TX

UnscoredInsufficient · 4
$8,224158,944 mi

Comparison: 4 similar vehicles

Bastrop, TX

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Chappell Hill, TX

UnscoredLimited · 9
$8,295149,000 mi

Comparison: 9 similar vehicles

Chappell Hill, TX

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Sealy, TX

Fair PriceLimited · 13
$8,742Mileage not verified

Market: $5,400 – $9,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Sealy, TX

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Chappell Hill, TX

UnscoredInsufficient · 0
$8,800Mileage not verified

Chappell Hill, TX

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Gonzales, TX

UnscoredLimited · 14
$8,900155,686 mi

Comparison: 14 similar vehicles

Gonzales, TX

No Photo

2014 Chevrolet Traverse LS

Bellville, TX

UnscoredLimited · 8
$8,995151,931 mi

Comparison: 8 similar vehicles

Bellville, TX

No Photo

2010 GMC Yukon XL SLT1

Bellville, TX

UnscoredInsufficient · 0
$8,995200,751 mi

Bellville, TX

No Photo

2011 Chevrolet Suburban LT

Bellville, TX

Fair PriceLimited · 14
$8,998Mileage not verified

Market: $5,995 – $13,995

Comparison: 14 similar vehicles

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

Bellville, TX

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

La Grange, TX

UnscoredRobust · 87
$9,124121,080 mi

Comparison: 87 similar vehicles

La Grange, TX

2010 Chevrolet Suburban LTZ

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

2010 Chevrolet Suburban LTZ

Bastrop, TX

UnscoredInsufficient · 4
$9,220216,873 mi

Comparison: 4 similar vehicles

Bastrop, TX

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

Lockhart, TX

UnscoredInsufficient · 4
$9,500198,569 mi

Comparison: 4 similar vehicles

Lockhart, TX

2017 Jeep Cherokee 75th Anniversary

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

2017 Jeep Cherokee 75th Anniversary

Bastrop, TX

UnscoredLimited · 6
$9,691166,745 mi

Comparison: 6 similar vehicles

Bastrop, TX

2019 Chevrolet Trax Premier

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

2019 Chevrolet Trax Premier

Dale, TX

UnscoredInsufficient · 0
$9,80083,165 mi

Dale, TX

2019 Ford Escape S

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

2019 Ford Escape S

Bastrop, TX

Fair PriceRobust · 56
$9,918104,836 mi

Market: $8,173 – $15,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Bastrop, TX

2018 Volkswagen Atlas SE

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

2018 Volkswagen Atlas SE

Bastrop, TX

UnscoredModerate · 39
$9,995178,268 mi

Comparison: 39 similar vehicles

Bastrop, TX

No Photo

2012 Chevrolet Tahoe LT

Bellville, TX

UnscoredModerate · 31
$9,995187,213 mi

Comparison: 31 similar vehicles

Bellville, TX

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Brenham, TX

UnscoredModerate · 30
$10,199209,343 mi

Comparison: 30 similar vehicles

Brenham, TX

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Brenham, TX

UnscoredModerate · 46
$10,435137,561 mi

Comparison: 46 similar vehicles

Brenham, TX

2017 Jeep Grand Cherokee Altitude

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

2017 Jeep Grand Cherokee Altitude

Gonzales, TX

UnscoredLimited · 13
$10,500169,980 mi

Comparison: 13 similar vehicles

Gonzales, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

Brenham, TX

UnscoredLimited · 9
$10,59179,741 mi

Comparison: 9 similar vehicles

Brenham, TX

2017 Ford Edge SEL

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

2017 Ford Edge SEL

La Grange, TX

Fair PriceRobust · 65
$10,768105,006 mi

Market: $5,995 – $18,145

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

La Grange, TX

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Bellville, TX

UnscoredModerate · 30
$10,800170,573 mi

Comparison: 30 similar vehicles

Bellville, TX

2014 Dodge Durango R/T

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

2014 Dodge Durango R/T

Cedar Creek, TX

UnscoredInsufficient · 0
$10,900199,434 mi

Cedar Creek, TX

2013 Ford Edge SE

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

2013 Ford Edge SE

Schulenburg, TX

OverpricedLimited · 12
$10,90061,600 mi

Market: $5,750 – $9,997

Comparison: 12 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Schulenburg, TX

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Hallettsville, TX

UnscoredRobust · 57
$10,995132,990 mi

Comparison: 57 similar vehicles

Hallettsville, TX

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Bastrop, TX

UnscoredLimited · 5
$11,222104,527 mi

Comparison: 5 similar vehicles

Bastrop, TX

2019 Kia Sorento L

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

2019 Kia Sorento L

Sealy, TX

UnscoredLimited · 5
$11,576129,292 mi

Comparison: 5 similar vehicles

Sealy, TX

2012 GMC Yukon SLT

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

2012 GMC Yukon SLT

Columbus, TX

UnscoredLimited · 5
$11,602134,374 mi

Comparison: 5 similar vehicles

Columbus, TX

2011 Lexus RX 350

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

2011 Lexus RX 350

Sealy, TX

UnscoredLimited · 16
$11,976167,375 mi

Comparison: 16 similar vehicles

Sealy, TX

2016 Chevrolet Traverse LTZ

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

2016 Chevrolet Traverse LTZ

Lockhart, TX

OverpricedLimited · 12
$11,990130,022 mi

Market: $8,515 – $10,995

Comparison: 12 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Lockhart, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Brenham, TX

Fair PriceRobust · 145
$12,000116,992 mi

Market: $5,999 – $24,900

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Brenham, TX

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

El Campo, TX

Fair PriceLimited · 14
$12,21498,550 mi

Market: $7,660 – $13,225

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

El Campo, TX

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Weimar, TX

UnscoredInsufficient · 0
$12,22057,119 mi

Weimar, TX

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Bastrop, TX

Fair PriceLimited · 10
$12,224114,569 mi

Market: $5,722 – $12,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Bastrop, TX

2018 Ford Edge SEL

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

2018 Ford Edge SEL

La Grange, TX

Fair PriceModerate · 26
$12,68090,479 mi

Market: $9,495 – $19,595

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

La Grange, TX

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Bastrop, TX

UnscoredInsufficient · 3
$12,709147,241 mi

Comparison: 3 similar vehicles

Bastrop, TX

2019 Hyundai Tucson SEL

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

2019 Hyundai Tucson SEL

Bastrop, TX

Fair PriceModerate · 28
$12,720110,122 mi

Market: $8,591 – $17,125

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Bastrop, TX

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Ledbetter, TX

UnscoredInsufficient · 0
$12,90035,003 mi

Ledbetter, 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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