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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

5,681 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

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

2015 Ford Edge Sport

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

2015 Ford Edge Sport

Spring Branch, TX

UnscoredLimited · 14
$4,725183,691 mi

Comparison: 14 similar vehicles

Spring Branch, 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
$4,844123,818 mi

Boerne, TX

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Boerne, TX

UnscoredInsufficient · 4
$5,225193,379 mi

Comparison: 4 similar vehicles

Boerne, TX

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Boerne, TX

UnscoredInsufficient · 3
$5,225223,933 mi

Comparison: 3 similar vehicles

Boerne, 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

UnscoredLimited · 19
$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

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Boerne, TX

UnscoredInsufficient · 0
$5,975122,617 mi

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

UnscoredModerate · 27
$5,995208,077 mi

Comparison: 27 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

Fair PriceLimited · 11
$5,995115,034 mi

Market: $5,200 – $12,700

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

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

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

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

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Boerne, TX

UnscoredLimited · 8
$6,339172,198 mi

Comparison: 8 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

UnscoredLimited · 7
$6,339186,504 mi

Comparison: 7 similar vehicles

Boerne, TX

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Kerrville, TX

UnscoredLimited · 10
$6,500204,140 mi

Comparison: 10 similar vehicles

Kerrville, 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

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Kerrville, TX

UnscoredLimited · 7
$6,995141,689 mi

Comparison: 7 similar vehicles

Kerrville, TX

2017 FIAT 500X Trekking

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

2017 FIAT 500X Trekking

Kerrville, TX

UnscoredLimited · 13
$6,995182,332 mi

Comparison: 13 similar vehicles

Kerrville, TX

2014 Lincoln MKX Base

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

2014 Lincoln MKX Base

Kerrville, TX

UnscoredInsufficient · 0
$6,995189,829 mi

Kerrville, TX

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Kerrville, TX

UnscoredInsufficient · 0
$6,995162,907 mi

Kerrville, TX

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Boerne, TX

UnscoredLimited · 5
$7,220160,223 mi

Comparison: 5 similar vehicles

Boerne, TX

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Boerne, TX

UnscoredInsufficient · 3
$7,975150,244 mi

Comparison: 3 similar vehicles

Boerne, TX

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Kerrville, TX

Fair PriceModerate · 26
$7,995112,086 mi

Market: $6,900 – $13,972

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Kerrville, TX

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Bulverde, TX

UnscoredLimited · 14
$7,995153,630 mi

Comparison: 14 similar vehicles

Bulverde, TX

2010 Audi Q5 Premium

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

2010 Audi Q5 Premium

Boerne, TX

UnscoredLimited · 5
$7,995127,996 mi

Comparison: 5 similar vehicles

Boerne, 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

2013 Mercedes-Benz GLK-Class GLK250

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

2013 Mercedes-Benz GLK-Class GLK250

Boerne, TX

UnscoredInsufficient · 0
$8,244123,170 mi

Boerne, TX

2018 Buick Encore Essence

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

2018 Buick Encore Essence

San Antonio, TX

UnscoredInsufficient · 3
$8,450123,970 mi

Comparison: 3 similar vehicles

San Antonio, TX

2013 Chevrolet Tahoe LS

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

2013 Chevrolet Tahoe LS

Kerrville, TX

UnscoredLimited · 7
$8,500164,785 mi

Comparison: 7 similar vehicles

Kerrville, TX

2010 Ford Expedition King Ranch

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

2010 Ford Expedition King Ranch

Kerrville, TX

UnscoredInsufficient · 0
$8,500242,743 mi

Kerrville, TX

2013 Kia Sportage LX

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

2013 Kia Sportage LX

San Antonio, TX

UnscoredInsufficient · 3
$8,77593,743 mi

Comparison: 3 similar vehicles

San Antonio, TX

2010 Nissan Xterra S

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

2010 Nissan Xterra S

San Antonio, TX

UnscoredInsufficient · 0
$8,936140,104 mi

San Antonio, TX

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Boerne, TX

Fair PriceRobust · 76
$8,97599,218 mi

Market: $6,995 – $18,995

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Boerne, 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 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

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

Bandera, TX

UnscoredInsufficient · 3
$8,995198,000 mi

Comparison: 3 similar vehicles

Bandera, TX

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Bulverde, TX

UnscoredInsufficient · 4
$8,995132,669 mi

Comparison: 4 similar vehicles

Bulverde, TX

2017 Ford Edge SEL

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

2017 Ford Edge SEL

San Antonio, TX

UnscoredInsufficient · 3
$9,022141,520 mi

Comparison: 3 similar vehicles

San Antonio, TX

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Boerne, TX

UnscoredInsufficient · 3
$9,116138,056 mi

Comparison: 3 similar vehicles

Boerne, 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

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Boerne, TX

Fair PriceLimited · 15
$9,216104,733 mi

Market: $6,800 – $15,395

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Boerne, TX

2019 Ford Explorer Utility Police Interceptor

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

2019 Ford Explorer Utility Police Interceptor

Bulverde, TX

UnscoredInsufficient · 4
$9,500112,377 mi

Comparison: 4 similar vehicles

Bulverde, 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

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

2011 GMC Yukon XL SLT

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

2011 GMC Yukon XL SLT

Boerne, TX

UnscoredInsufficient · 0
$9,900244,513 mi

Boerne, 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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