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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 4, 2026

6.8M+

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

1,713 listings found

2013 Mazda CX-9 Touring

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

2013 Mazda CX-9 Touring

Sherman, TX

Unscored
$2,500207,288 mi

Comparison: 6 similar vehicles

Sherman, TX

2002 Ford F-250 Super Duty XL

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

2002 Ford F-250 Super Duty XL

Sherman, TX

UnscoredInsufficient · 0
$5,995Mileage not verified

Sherman, TX

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Sherman, TX

Unscored
$6,850254,072 mi

Comparison: 15 similar vehicles

Sherman, TX

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Sherman, TX

UnscoredInsufficient · 3
$6,850210,762 mi

Comparison: 3 similar vehicles

Sherman, TX

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Sherman, TX

Unscored
$6,995249,519 mi

Comparison: 5 similar vehicles

Sherman, TX

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Sherman, TX

UnscoredInsufficient · 0
$6,995212,779 mi

Sherman, TX

2009 Land Rover LR2 HSE

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

2009 Land Rover LR2 HSE

Sherman, TX

UnscoredInsufficient · 0
$6,995129,344 mi

Sherman, TX

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Sherman, TX

Unscored
$6,995249,737 mi

Comparison: 5 similar vehicles

Sherman, TX

2000 Nissan Maxima GLE

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

2000 Nissan Maxima GLE

Sherman, TX

UnscoredInsufficient · 0
$6,995148,908 mi

Sherman, TX

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Sherman, TX

Unscored
$7,224253,725 mi

Comparison: 5 similar vehicles

Sherman, TX

2008 Acura RDX Base

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

2008 Acura RDX Base

Sherman, TX

UnscoredInsufficient · 3
$7,590176,640 mi

Comparison: 3 similar vehicles

Sherman, TX

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Sherman, TX

Unscored
$7,724173,460 mi

Comparison: 6 similar vehicles

Sherman, TX

2014 Ford Focus SE

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

2014 Ford Focus SE

Sherman, TX

Fair PriceRobust · 51
$7,995110,144 mi

Market: $3,500 – $11,995

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Sherman, TX

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Sherman, TX

Unscored
$7,995207,598 mi

Comparison: 7 similar vehicles

Sherman, TX

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Sherman, TX

UnscoredInsufficient · 4
$7,995193,559 mi

Comparison: 4 similar vehicles

Sherman, TX

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Sherman, TX

Unscored
$7,995177,105 mi

Comparison: 10 similar vehicles

Sherman, TX

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Sherman, TX

UnscoredInsufficient · 0
$7,995136,915 mi

Sherman, TX

2006 BMW 3 Series 325xi

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

2006 BMW 3 Series 325xi

Sherman, TX

UnscoredInsufficient · 0
$7,995142,685 mi

Sherman, TX

2014 Kia Soul Base

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

2014 Kia Soul Base

Sherman, TX

Fair PriceModerate · 23
$8,124100,233 mi

Market: $3,500 – $11,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Sherman, TX

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Sherman, TX

Unscored
$8,224201,971 mi

Comparison: 76 similar vehicles

Sherman, TX

2017 Kia Sedona SX

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

2017 Kia Sedona SX

Sherman, TX

UnscoredInsufficient · 0
$8,224211,023 mi

Sherman, TX

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Sherman, TX

Unscored
$8,224136,220 mi

Comparison: 6 similar vehicles

Sherman, TX

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Sherman, TX

UnscoredInsufficient · 3
$8,495120,691 mi

Comparison: 3 similar vehicles

Sherman, TX

No Photo

2011 Mazda MAZDA3 i Touring

Sherman, TX

UnscoredInsufficient · 0
$8,495144,485 mi

Sherman, TX

2003 Ford F-250 Super Duty XLT

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

2003 Ford F-250 Super Duty XLT

Sherman, TX

UnscoredInsufficient · 3
$8,495279,233 mi

Comparison: 3 similar vehicles

Sherman, TX

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Sherman, TX

Unscored
$8,973161,512 mi

Comparison: 7 similar vehicles

Sherman, TX

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Sherman, TX

Unscored
$8,995169,117 mi

Comparison: 26 similar vehicles

Sherman, TX

2014 Chevrolet Malibu 2LT

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

2014 Chevrolet Malibu 2LT

Sherman, TX

UnscoredInsufficient · 0
$8,995157,401 mi

Sherman, TX

2013 Chevrolet Captiva Sport LTZ

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

2013 Chevrolet Captiva Sport LTZ

Sherman, TX

UnscoredInsufficient · 0
$8,995166,678 mi

Sherman, TX

2012 Subaru Forester X

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

2012 Subaru Forester X

Sherman, TX

UnscoredInsufficient · 0
$8,995118,730 mi

Sherman, TX

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Sherman, TX

UnscoredInsufficient · 0
$8,995184,369 mi

Sherman, TX

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Sherman, TX

Unscored
$8,995169,382 mi

Comparison: 6 similar vehicles

Sherman, TX

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Sherman, TX

UnscoredInsufficient · 3
$8,995192,259 mi

Comparison: 3 similar vehicles

Sherman, TX

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Sherman, TX

Unscored
$9,224203,748 mi

Comparison: 23 similar vehicles

Sherman, TX

2019 Honda Civic LX

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

2019 Honda Civic LX

Sherman, TX

Unscored
$9,495143,900 mi

Comparison: 26 similar vehicles

Sherman, TX

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Sherman, TX

UnscoredInsufficient · 3
$9,500Mileage not verified

Comparison: 3 similar vehicles

Sherman, TX

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Sherman, TX

Unscored
$9,629126,428 mi

Comparison: 19 similar vehicles

Sherman, TX

2015 Nissan Altima S

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

2015 Nissan Altima S

Sherman, TX

Unscored
$9,900143,259 mi

Comparison: 70 similar vehicles

Sherman, TX

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Sherman, TX

Unscored
$9,900173,566 mi

Comparison: 16 similar vehicles

Sherman, TX

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Sherman, TX

UnscoredInsufficient · 3
$9,995141,345 mi

Comparison: 3 similar vehicles

Sherman, TX

2017 Hyundai Veloster Value Edition

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

2017 Hyundai Veloster Value Edition

Sherman, TX

Fair PriceLimited · 15
$9,99592,420 mi

Market: $2,500 – $11,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Sherman, TX

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Sherman, TX

Unscored
$9,995151,859 mi

Comparison: 38 similar vehicles

Sherman, TX

2016 Toyota Sienna SE

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

2016 Toyota Sienna SE

Sherman, TX

UnscoredInsufficient · 3
$9,995184,055 mi

Comparison: 3 similar vehicles

Sherman, TX

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Sherman, TX

Unscored
$9,995158,934 mi

Comparison: 5 similar vehicles

Sherman, TX

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Sherman, TX

UnscoredInsufficient · 3
$9,995169,947 mi

Comparison: 3 similar vehicles

Sherman, TX

2014 Mitsubishi Outlander Sport ES

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

2014 Mitsubishi Outlander Sport ES

Sherman, TX

UnscoredInsufficient · 4
$9,995128,897 mi

Comparison: 4 similar vehicles

Sherman, TX

2012 GMC Yukon XL SLT

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

2012 GMC Yukon XL SLT

Sherman, TX

Unscored
$9,995219,830 mi

Comparison: 5 similar vehicles

Sherman, TX

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Sherman, TX

Unscored
$9,995154,437 mi

Comparison: 12 similar vehicles

Sherman, TX

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Sherman, TX

Unscored
$9,995203,978 mi

Comparison: 11 similar vehicles

Sherman, TX

2011 Hyundai Equus Ultimate

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

2011 Hyundai Equus Ultimate

Sherman, TX

UnscoredInsufficient · 0
$9,995151,215 mi

Sherman, 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.
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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