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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 14, 2026

7.3M+

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

1,649 listings found

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
$3,620238,851 mi

Mineral Wells, TX

2013 Honda Insight EX

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

2013 Honda Insight EX

Clyde, TX

UnscoredInsufficient · 0
$4,495Mileage not verified

Clyde, TX

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Eastland, TX

Unscored
$4,995179,063 mi

Comparison: 6 similar vehicles

Eastland, 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
$5,025181,602 mi

Mineral Wells, 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

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Breckenridge, TX

Unscored
$5,975309,179 mi

Comparison: 8 similar vehicles

Breckenridge, TX

2008 Nissan Titan SE

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

2008 Nissan Titan SE

Eastland, TX

Unscored
$5,995223,091 mi

Comparison: 5 similar vehicles

Eastland, TX

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Clyde, TX

Unscored
$6,950Mileage not verified

Comparison: 63 similar vehicles

Clyde, TX

2003 Volkswagen New Beetle GLS

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

2003 Volkswagen New Beetle GLS

Eastland, TX

UnscoredInsufficient · 0
$6,995133,368 mi

Eastland, TX

2019 Kia Soul +

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

2019 Kia Soul +

Clyde, TX

Unscored
$7,495150,910 mi

Comparison: 21 similar vehicles

Clyde, TX

2016 Hyundai Tucson Sport

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

2016 Hyundai Tucson Sport

Clyde, TX

Fair PriceLimited · 13
$7,995Mileage not verified

Market: $7,990 – $9,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Clyde, TX

2014 Honda Pilot Touring

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

2014 Honda Pilot Touring

Clyde, TX

UnscoredInsufficient · 0
$8,495Mileage not verified

Clyde, TX

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Breckenridge, TX

UnscoredInsufficient · 0
$8,675162,779 mi

Breckenridge, TX

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Eastland, TX

Unscored
$8,724180,371 mi

Comparison: 7 similar vehicles

Eastland, TX

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Clyde, TX

Fair PriceLimited · 15
$8,795Mileage not verified

Market: $4,995 – $16,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Clyde, TX

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Eastland, TX

UnscoredInsufficient · 0
$8,995100,748 mi

Eastland, TX

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Eastland, TX

UnscoredInsufficient · 4
$8,995129,121 mi

Comparison: 4 similar vehicles

Eastland, TX

2013 Ford Taurus

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

2013 Ford Taurus

Eastland, TX

UnscoredInsufficient · 0
$8,995180,076 mi

Eastland, TX

2012 Subaru Outback Limited

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

2012 Subaru Outback Limited

Eastland, TX

UnscoredInsufficient · 4
$8,995169,805 mi

Comparison: 4 similar vehicles

Eastland, TX

2011 Honda Civic LX

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

2011 Honda Civic LX

Eastland, TX

Unscored
$8,995130,542 mi

Comparison: 10 similar vehicles

Eastland, TX

2011 Lexus RX 350

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

2011 Lexus RX 350

Eastland, TX

Unscored
$8,995170,625 mi

Comparison: 33 similar vehicles

Eastland, TX

2009 Ford F-150 STX

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

2009 Ford F-150 STX

Eastland, TX

UnscoredInsufficient · 0
$8,995134,067 mi

Eastland, TX

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Clyde, TX

Fair PriceModerate · 20
$9,900Mileage not verified

Market: $7,999 – $19,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Clyde, TX

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Mineral Wells, TX

OverpricedLimited · 10
$9,95784,046 mi

Market: $5,495 – $9,439

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Mineral Wells, TX

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Clyde, TX

Fair PriceLimited · 18
$9,995Mileage not verified

Market: $7,599 – $19,220

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Clyde, TX

2014 Hyundai Sonata Limited

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

2014 Hyundai Sonata Limited

Eastland, TX

Unscored
$9,995121,738 mi

Comparison: 6 similar vehicles

Eastland, TX

2013 GMC Yukon XL Denali

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

2013 GMC Yukon XL Denali

Baird, TX

UnscoredInsufficient · 0
$10,017122,581 mi

Baird, TX

2014 Toyota Tundra SR5

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

2014 Toyota Tundra SR5

Baird, TX

Unscored
$10,046261,000 mi

Comparison: 44 similar vehicles

Baird, TX

2011 GMC Sierra 1500 SLT

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

2011 GMC Sierra 1500 SLT

Breckenridge, TX

UnscoredInsufficient · 0
$10,115228,043 mi

Breckenridge, TX

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Clyde, TX

UnscoredInsufficient · 4
$10,450Mileage not verified

Comparison: 4 similar vehicles

Clyde, TX

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Eastland, TX

Unscored
$10,995128,068 mi

Comparison: 23 similar vehicles

Eastland, TX

2015 Honda Fit LX

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

2015 Honda Fit LX

Eastland, TX

UnscoredInsufficient · 4
$10,995120,812 mi

Comparison: 4 similar vehicles

Eastland, TX

2014 Ford F-150 FX2

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

2014 Ford F-150 FX2

Clyde, TX

UnscoredInsufficient · 0
$10,995Mileage not verified

Clyde, TX

2012 Chevrolet Tahoe Fleet

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

2012 Chevrolet Tahoe Fleet

Eastland, TX

UnscoredInsufficient · 3
$10,995163,316 mi

Comparison: 3 similar vehicles

Eastland, TX

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Baird, TX

Fair PriceLimited · 15
$11,169112,940 mi

Market: $5,500 – $16,000

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Baird, TX

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Breckenridge, TX

UnscoredInsufficient · 4
$11,215129,995 mi

Comparison: 4 similar vehicles

Breckenridge, TX

2017 Lincoln MKZ Reserve

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

2017 Lincoln MKZ Reserve

Breckenridge, TX

Unscored
$11,437128,889 mi

Comparison: 24 similar vehicles

Breckenridge, TX

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Eastland, TX

Unscored
$11,995116,240 mi

Comparison: 9 similar vehicles

Eastland, TX

2017 Chevrolet Tahoe Fleet

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

2017 Chevrolet Tahoe Fleet

Eastland, TX

Unscored
$12,995189,663 mi

Comparison: 12 similar vehicles

Eastland, TX

2014 Chevrolet Tahoe Fleet

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

2014 Chevrolet Tahoe Fleet

Eastland, TX

Unscored
$12,995124,158 mi

Comparison: 7 similar vehicles

Eastland, TX

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Graham, TX

UnscoredInsufficient · 3
$13,02540,035 mi

Comparison: 3 similar vehicles

Graham, TX

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Graham, TX

UnscoredInsufficient · 3
$13,07540,930 mi

Comparison: 3 similar vehicles

Graham, TX

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Baird, TX

Unscored
$13,470167,897 mi

Comparison: 29 similar vehicles

Baird, TX

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Mineral Wells, TX

Fair PriceModerate · 31
$14,12582,631 mi

Market: $9,956 – $18,695

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Mineral Wells, TX

2021 Chevrolet Equinox LS

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

2021 Chevrolet Equinox LS

Breckenridge, TX

Fair PriceModerate · 35
$14,21599,146 mi

Market: $10,500 – $22,645

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Breckenridge, TX

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Baird, TX

Unscored
$14,273123,187 mi

Comparison: 61 similar vehicles

Baird, TX

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Breckenridge, TX

UnscoredInsufficient · 0
$14,656235,904 mi

Breckenridge, TX

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Mineral Wells, TX

UnscoredInsufficient · 3
$15,12080,677 mi

Comparison: 3 similar vehicles

Mineral Wells, TX

2007 GMC Sierra 2500HD SLT

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

2007 GMC Sierra 2500HD SLT

Breckenridge, TX

UnscoredInsufficient · 0
$15,205313,333 mi

Breckenridge, TX

2017 Toyota Highlander LE Plus

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

2017 Toyota Highlander LE Plus

Clyde, TX

Unscored
$15,225153,336 mi

Comparison: 12 similar vehicles

Clyde, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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