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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

5,414 listings found

2000 Toyota 4Runner LIMITED

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

2000 Toyota 4Runner LIMITED

New Braunfels, TX

UnscoredInsufficient · 0
$4,125298,196 mi

New Braunfels, TX

2010 Hyundai Santa Fe SE

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

2010 Hyundai Santa Fe SE

New Braunfels, TX

UnscoredInsufficient · 0
$4,640172,000 mi

New Braunfels, TX

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

New Braunfels, TX

UnscoredInsufficient · 0
$4,724199,934 mi

New Braunfels, TX

2008 Acura RDX Base

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

2008 Acura RDX Base

Austin, TX

UnscoredInsufficient · 0
$4,750179,151 mi

Austin, TX

2014 Ford Escape S

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

2014 Ford Escape S

Austin, TX

Fair PriceModerate · 24
$4,950Mileage not verified

Market: $2,600 – $10,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Austin, TX

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 · 29
$4,950221,710 mi

Comparison: 29 similar vehicles

Gonzales, TX

2013 Nissan Armada SV

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

2013 Nissan Armada SV

Austin, TX

UnscoredInsufficient · 0
$4,950180,367 mi

Austin, TX

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Buda, TX

UnscoredLimited · 18
$4,995144,967 mi

Comparison: 18 similar vehicles

Buda, TX

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

New Braunfels, TX

UnscoredInsufficient · 3
$4,999127,300 mi

Comparison: 3 similar vehicles

New Braunfels, TX

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Austin, TX

UnscoredLimited · 12
$4,999162,492 mi

Comparison: 12 similar vehicles

Austin, TX

2007 Mercedes-Benz GL-Class GL450

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

2007 Mercedes-Benz GL-Class GL450

Austin, TX

UnscoredInsufficient · 4
$5,100173,367 mi

Comparison: 4 similar vehicles

Austin, 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

Kyle, TX

UnscoredLimited · 9
$5,325128,157 mi

Comparison: 9 similar vehicles

Kyle, TX

2001 Toyota Rav4 Base

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

2001 Toyota Rav4 Base

Kyle, TX

UnscoredInsufficient · 0
$5,60070,087 mi

Kyle, TX

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

New Braunfels, TX

UnscoredLimited · 15
$5,744158,866 mi

Comparison: 15 similar vehicles

New Braunfels, TX

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Austin, TX

UnscoredInsufficient · 3
$5,750156,834 mi

Comparison: 3 similar vehicles

Austin, TX

2016 Ford Edge SEL

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

2016 Ford Edge SEL

New Braunfels, TX

UnscoredModerate · 28
$5,777182,532 mi

Comparison: 28 similar vehicles

New Braunfels, TX

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Buda, TX

UnscoredLimited · 8
$5,799117,830 mi

Comparison: 8 similar vehicles

Buda, TX

2004 INFINITI QX56 Base

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

2004 INFINITI QX56 Base

Del Valle, TX

Salvage title
$5,99085,317 mi

Del Valle, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

New Braunfels, TX

UnscoredModerate · 23
$5,999187,900 mi

Comparison: 23 similar vehicles

New Braunfels, TX

2014 Hyundai Tucson SE

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

2014 Hyundai Tucson SE

Buda, TX

UnscoredInsufficient · 0
$5,999171,631 mi

Buda, TX

2012 Nissan JUKE S

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

2012 Nissan JUKE S

Buda, TX

UnscoredInsufficient · 3
$5,999143,647 mi

Comparison: 3 similar vehicles

Buda, TX

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Buda, TX

UnscoredInsufficient · 4
$5,999102,000 mi

Comparison: 4 similar vehicles

Buda, TX

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Buda, TX

UnscoredLimited · 6
$6,000124,927 mi

Comparison: 6 similar vehicles

Buda, TX

2008 Pontiac Torrent Base

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

2008 Pontiac Torrent Base

New Braunfels, TX

UnscoredInsufficient · 0
$6,15087,713 mi

New Braunfels, TX

1999 Jeep Cherokee CLASSIC

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

1999 Jeep Cherokee CLASSIC

New Braunfels, TX

UnscoredInsufficient · 0
$6,175181,910 mi

New Braunfels, TX

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

New Braunfels, TX

UnscoredLimited · 5
$6,300164,152 mi

Comparison: 5 similar vehicles

New Braunfels, TX

2012 Audi Q5 Premium

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

2012 Audi Q5 Premium

New Braunfels, TX

UnscoredLimited · 8
$6,300160,530 mi

Comparison: 8 similar vehicles

New Braunfels, TX

2011 Ford Edge SEL

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

2011 Ford Edge SEL

New Braunfels, TX

UnscoredLimited · 18
$6,300158,800 mi

Comparison: 18 similar vehicles

New Braunfels, TX

2014 GMC Acadia SLE1

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

2014 GMC Acadia SLE1

New Braunfels, TX

UnscoredLimited · 9
$6,500159,087 mi

Comparison: 9 similar vehicles

New Braunfels, TX

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

New Braunfels, TX

UnscoredLimited · 5
$6,692107,073 mi

Comparison: 5 similar vehicles

New Braunfels, TX

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Niederwald, TX

UnscoredLimited · 10
$6,700170,404 mi

Comparison: 10 similar vehicles

Niederwald, TX

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Del Valle, TX

UnscoredModerate · 20
$6,800137,000 mi

Comparison: 20 similar vehicles

Del Valle, TX

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

New Braunfels, TX

UnscoredLimited · 10
$6,900177,000 mi

Comparison: 10 similar vehicles

New Braunfels, TX

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Austin, TX

UnscoredLimited · 15
$6,950124,968 mi

Comparison: 15 similar vehicles

Austin, TX

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Gonzales, TX

UnscoredModerate · 32
$6,950126,450 mi

Comparison: 32 similar vehicles

Gonzales, TX

2011 Nissan Xterra X

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

2011 Nissan Xterra X

Austin, TX

UnscoredInsufficient · 0
$6,950185,778 mi

Austin, TX

2009 Cadillac SRX Base

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

2009 Cadillac SRX Base

Austin, TX

UnscoredInsufficient · 0
$6,950195,735 mi

Austin, TX

2008 Mercedes-Benz M-Class ML550

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

2008 Mercedes-Benz M-Class ML550

Austin, TX

UnscoredInsufficient · 0
$6,950113,163 mi

Austin, TX

2006 Lexus RX 330

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

2006 Lexus RX 330

Buda, TX

UnscoredLimited · 11
$6,950140,730 mi

Comparison: 11 similar vehicles

Buda, TX

2005 GMC Yukon XL Denali

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

2005 GMC Yukon XL Denali

Seguin, TX

UnscoredInsufficient · 0
$6,995212,195 mi

Seguin, TX

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Seguin, TX

UnscoredLimited · 10
$6,995232,094 mi

Comparison: 10 similar vehicles

Seguin, TX

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Austin, TX

UnscoredModerate · 20
$7,100142,410 mi

Comparison: 20 similar vehicles

Austin, TX

2016 Jeep Patriot High Altitude Edition

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

2016 Jeep Patriot High Altitude Edition

New Braunfels, TX

UnscoredLimited · 10
$7,125162,949 mi

Comparison: 10 similar vehicles

New Braunfels, 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 · 28
$7,220171,243 mi

Comparison: 28 similar vehicles

Cuero, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

New Braunfels, TX

UnscoredLimited · 8
$7,500153,279 mi

Comparison: 8 similar vehicles

New Braunfels, TX

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Seguin, TX

UnscoredModerate · 23
$7,525138,315 mi

Comparison: 23 similar vehicles

Seguin, TX

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Seguin, TX

UnscoredLimited · 6
$7,595113,271 mi

Comparison: 6 similar vehicles

Seguin, TX

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

New Braunfels, TX

UnscoredLimited · 10
$7,800148,000 mi

Comparison: 10 similar vehicles

New Braunfels, TX

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Seguin, TX

UnscoredInsufficient · 4
$7,850135,079 mi

Comparison: 4 similar vehicles

Seguin, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

New Braunfels, TX

UnscoredModerate · 23
$7,888157,362 mi

Comparison: 23 similar vehicles

New Braunfels, 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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