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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

10,502 listings found

2009 Hyundai Accent GLS

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

2009 Hyundai Accent GLS

Wichita Falls, TX

UnscoredInsufficient · 0
$3,800276,953 mi

Wichita Falls, TX

2000 Chevrolet Silverado LS

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

2000 Chevrolet Silverado LS

Wichita Falls, TX

Unscored
$3,800293,795 mi

Comparison: 7 similar vehicles

Wichita Falls, TX

2003 Mercury Grand Marquis LS

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

2003 Mercury Grand Marquis LS

Mineral Wells, TX

UnscoredInsufficient · 0
$3,900238,851 mi

Mineral Wells, TX

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Wichita Falls, TX

UnscoredInsufficient · 0
$4,20062,466 mi

Wichita Falls, TX

2007 Kia Sportage LX

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

2007 Kia Sportage LX

Mineral Wells, TX

UnscoredInsufficient · 0
$4,900181,602 mi

Mineral Wells, TX

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Weatherford, TX

UnscoredInsufficient · 0
$4,995158,637 mi

Weatherford, TX

2006 Mercury Mariner Premier FWD

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

2006 Mercury Mariner Premier FWD

Newark, TX

UnscoredInsufficient · 0
$4,999147,825 mi

Newark, TX

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Weatherford, TX

UnscoredInsufficient · 3
$5,224217,989 mi

Comparison: 3 similar vehicles

Weatherford, TX

2012 Ford Focus SE

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

2012 Ford Focus SE

Wichita Falls, TX

Unscored
$5,495109,487 mi

Comparison: 8 similar vehicles

Wichita Falls, TX

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Bowie, TX

UnscoredInsufficient · 3
$5,500194,926 mi

Comparison: 3 similar vehicles

Bowie, TX

2004 Chevrolet Silverado 1500 LS

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

2004 Chevrolet Silverado 1500 LS

Graham, TX

UnscoredInsufficient · 0
$5,900Mileage not verified

Graham, TX

2002 Toyota Sequoia Limited

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

2002 Toyota Sequoia Limited

Weatherford, TX

UnscoredInsufficient · 0
$5,995272,358 mi

Weatherford, TX

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

Weatherford, TX

Unscored
$6,224130,000 mi

Comparison: 12 similar vehicles

Weatherford, TX

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Hudson Oaks, TX

Unscored
$6,453155,928 mi

Comparison: 29 similar vehicles

Hudson Oaks, TX

2023 Nissan Altima S

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

2023 Nissan Altima S

Wichita Falls, TX

Unscored
$6,500208,683 mi

Comparison: 12 similar vehicles

Wichita Falls, TX

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Wichita Falls, TX

UnscoredInsufficient · 0
$6,50050,609 mi

Wichita Falls, TX

2016 Ford Fiesta S

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

2016 Ford Fiesta S

Wichita Falls, TX

UnscoredInsufficient · 4
$6,500131,665 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

2011 Chrysler 300 Limited

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

2011 Chrysler 300 Limited

Wichita Falls, TX

UnscoredInsufficient · 0
$6,500113,977 mi

Wichita Falls, TX

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Haslet, TX

UnscoredInsufficient · 0
$6,99058,553 mi

Haslet, TX

2014 Ford Escape S

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

2014 Ford Escape S

Jacksboro, TX

Unscored
$6,995172,500 mi

Comparison: 12 similar vehicles

Jacksboro, TX

2017 Dodge Grand Caravan SE Plus

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

2017 Dodge Grand Caravan SE Plus

Wichita Falls, TX

Unscored
$6,998171,932 mi

Comparison: 8 similar vehicles

Wichita Falls, TX

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Fort Worth, TX

UnscoredInsufficient · 3
$7,000134,950 mi

Comparison: 3 similar vehicles

Fort Worth, TX

2018 Kia RIO LX

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

2018 Kia RIO LX

Haslet, TX

UnscoredInsufficient · 0
$7,200105,051 mi

Haslet, TX

2006 Dodge Ram 2500 Pickup SLT

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

2006 Dodge Ram 2500 Pickup SLT

Weatherford, TX

Unscored
$7,400321,958 mi

Comparison: 23 similar vehicles

Weatherford, TX

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

Mineral Wells, TX

UnscoredInsufficient · 0
$7,495163,025 mi

Mineral Wells, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Wichita Falls, TX

Unscored
$7,500256,857 mi

Comparison: 89 similar vehicles

Wichita Falls, TX

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Haslet, TX

UnscoredInsufficient · 3
$7,50074,025 mi

Comparison: 3 similar vehicles

Haslet, TX

2015 Kia Forte LX

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

2015 Kia Forte LX

Wichita Falls, TX

Unscored
$7,500244,628 mi

Comparison: 22 similar vehicles

Wichita Falls, TX

2014 MINI Countryman S

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

2014 MINI Countryman S

Azle, TX

UnscoredInsufficient · 3
$7,83190,442 mi

Comparison: 3 similar vehicles

Azle, TX

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Wichita Falls, TX

UnscoredInsufficient · 0
$7,90081,232 mi

Wichita Falls, TX

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Weatherford, TX

Unscored
$7,900184,466 mi

Comparison: 22 similar vehicles

Weatherford, TX

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Weatherford, TX

Unscored
$7,900214,910 mi

Comparison: 16 similar vehicles

Weatherford, TX

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Azle, TX

UnscoredInsufficient · 3
$7,981140,540 mi

Comparison: 3 similar vehicles

Azle, TX

2021 Mitsubishi Mirage ES

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

2021 Mitsubishi Mirage ES

Weatherford, TX

Fair PriceLimited · 11
$7,99563,242 mi

Market: $6,557 – $10,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Weatherford, TX

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Fort Worth, TX

Unscored
$8,000149,500 mi

Comparison: 10 similar vehicles

Fort Worth, TX

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Weatherford, TX

Fair PriceModerate · 22
$8,22488,300 mi

Market: $6,950 – $14,990

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Weatherford, TX

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Weatherford, TX

Fair PriceLimited · 10
$8,22493,697 mi

Market: $4,900 – $12,996

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Weatherford, TX

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Weatherford, TX

Unscored
$8,72589,542 mi

Comparison: 6 similar vehicles

Weatherford, TX

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Weatherford, TX

UnscoredInsufficient · 3
$8,725101,329 mi

Comparison: 3 similar vehicles

Weatherford, TX

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Nocona, TX

Fair PriceLimited · 16
$8,750108,185 mi

Market: $4,000 – $32,020

Comparison: 16 similar vehicles

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

Nocona, TX

2017 BMW X3 sDrive28i

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

2017 BMW X3 sDrive28i

Newark, TX

UnscoredInsufficient · 4
$8,795134,500 mi

Comparison: 4 similar vehicles

Newark, TX

2017 BMW i3 Base

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

2017 BMW i3 Base

Azle, TX

UnscoredInsufficient · 3
$8,831100,712 mi

Comparison: 3 similar vehicles

Azle, TX

2013 MINI Cooper S

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

2013 MINI Cooper S

Azle, TX

UnscoredInsufficient · 3
$8,83179,648 mi

Comparison: 3 similar vehicles

Azle, TX

2019 Dodge Journey Crossroad

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

2019 Dodge Journey Crossroad

Weatherford, TX

UnscoredInsufficient · 0
$8,887157,303 mi

Weatherford, TX

2019 Jeep Grand Cherokee Laredo

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

2019 Jeep Grand Cherokee Laredo

Newark, TX

UnscoredInsufficient · 0
$8,900116,448 mi

Newark, TX

2016 Ford Focus Electric

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

2016 Ford Focus Electric

Azle, TX

UnscoredInsufficient · 0
$8,9813,506 mi

Azle, TX

2014 FIAT 500L Lounge

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

2014 FIAT 500L Lounge

Hudson Oaks, TX

UnscoredInsufficient · 0
$8,99642,273 mi

Hudson Oaks, TX

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Bowie, TX

Unscored
$8,999150,358 mi

Comparison: 46 similar vehicles

Bowie, TX

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Haslet, TX

Unscored
$9,200104,924 mi

Comparison: 5 similar vehicles

Haslet, TX

2012 Chevrolet Tahoe LTZ

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

2012 Chevrolet Tahoe LTZ

Weatherford, TX

UnscoredInsufficient · 3
$9,224164,814 mi

Comparison: 3 similar vehicles

Weatherford, 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 recently 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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