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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 7, 2026

7.1M+

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

390 listings found

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

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

UnscoredInsufficient · 4
$5,995223,091 mi

Comparison: 4 similar vehicles

Eastland, TX

2009 Ford Focus SE

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

2009 Ford Focus SE

Eastland, TX

Unscored
$6,99587,657 mi

Comparison: 5 similar vehicles

Eastland, TX

2008 Mercury Milan Base

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

2008 Mercury Milan Base

Eastland, TX

UnscoredInsufficient · 0
$6,995101,883 mi

Eastland, 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

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Eastland, TX

UnscoredInsufficient · 3
$7,995Mileage not verified

Comparison: 3 similar vehicles

Eastland, 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 · 3
$8,995100,748 mi

Comparison: 3 similar vehicles

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

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Eastland, TX

Unscored
$8,995143,269 mi

Comparison: 19 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 · 3
$8,995169,805 mi

Comparison: 3 similar vehicles

Eastland, TX

2012 Scion xB Base

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

2012 Scion xB Base

Eastland, TX

UnscoredInsufficient · 4
$8,995170,041 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: 18 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: 34 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

2016 Ford Escape SE

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

2016 Ford Escape SE

Eastland, TX

Fair PriceModerate · 23
$9,995102,874 mi

Market: $4,990 – $12,500

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Eastland, 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

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: 27 similar vehicles

Eastland, TX

2017 Subaru Impreza Premium

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

2017 Subaru Impreza Premium

Eastland, TX

Unscored
$10,995134,293 mi

Comparison: 7 similar vehicles

Eastland, TX

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Eastland, TX

Fair PriceLimited · 13
$10,99589,863 mi

Market: $3,900 – $13,395

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

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

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

2010 Chevrolet Tahoe LS

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

2010 Chevrolet Tahoe LS

Eastland, TX

UnscoredInsufficient · 3
$10,995155,812 mi

Comparison: 3 similar vehicles

Eastland, TX

2016 Scion iM Base

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

2016 Scion iM Base

Eastland, TX

UnscoredInsufficient · 0
$11,995163,278 mi

Eastland, 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: 7 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: 11 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: 9 similar vehicles

Eastland, TX

2020 Kia Soul LX

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

2020 Kia Soul LX

Eastland, TX

Fair PriceModerate · 30
$14,00069,247 mi

Market: $7,999 – $18,220

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Eastland, TX

2017 Jeep Grand Cherokee Trailhawk

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

2017 Jeep Grand Cherokee Trailhawk

Eastland, TX

Fair PriceLimited · 11
$15,125111,820 mi

Market: $9,988 – $18,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Eastland, TX

2016 Chevrolet Tahoe Fleet

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

2016 Chevrolet Tahoe Fleet

Eastland, TX

OverpricedLimited · 10
$15,995109,537 mi

Market: $12,499 – $14,999

Comparison: 10 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Eastland, TX

2019 Kia Sorento S

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

2019 Kia Sorento S

Eastland, TX

UnscoredInsufficient · 0
$16,22167,862 mi

Eastland, TX

2018 Ford F-150

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

2018 Ford F-150

Eastland, TX

UnscoredInsufficient · 0
$17,995148,199 mi

Eastland, TX

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Eastland, TX

Fair PriceModerate · 34
$18,00060,439 mi

Market: $16,223 – $22,195

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Eastland, TX

2021 Kia Sportage LX

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

2021 Kia Sportage LX

Eastland, TX

Unscored
$18,00043,584 mi

Comparison: 5 similar vehicles

Eastland, TX

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Eastland, TX

Unscored
$18,02589,279 mi

Comparison: 6 similar vehicles

Eastland, TX

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Eastland, TX

Fair PriceModerate · 35
$19,00061,979 mi

Market: $16,220 – $30,998

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Eastland, TX

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Eastland, TX

UnscoredInsufficient · 0
$19,00033,473 mi

Eastland, TX

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Eastland, TX

Fair PriceRobust · 129
$19,00047,008 mi

Market: $13,995 – $28,950

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Eastland, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Eastland, TX

Fair PriceRobust · 286
$19,72546,866 mi

Market: $15,800 – $24,995

Comparison: 286 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Eastland, TX

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Eastland, TX

UnscoredInsufficient · 3
$20,22566,980 mi

Comparison: 3 similar vehicles

Eastland, TX

2024 Kia Sportage EX

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

2024 Kia Sportage EX

Eastland, TX

Fair PriceLimited · 11
$20,72057,923 mi

Market: $19,212 – $22,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Eastland, TX

2019 Jeep Wrangler Unlimited Sport S

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

2019 Jeep Wrangler Unlimited Sport S

Eastland, TX

Fair PriceModerate · 45
$21,02583,793 mi

Market: $16,999 – $24,183

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Eastland, TX

2015 Ford F-250 Super Duty XLT

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

2015 Ford F-250 Super Duty XLT

Eastland, TX

Unscored
$21,725136,439 mi

Comparison: 11 similar vehicles

Eastland, TX

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Eastland, TX

Unscored
$22,02543,957 mi

Comparison: 8 similar vehicles

Eastland, TX

2016 Ford F-250 Super Duty XLT

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

2016 Ford F-250 Super Duty XLT

Eastland, TX

Fair PriceModerate · 24
$22,72571,809 mi

Market: $13,999 – $36,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Eastland, TX

2022 Ford Ranger XL

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

2022 Ford Ranger XL

Eastland, TX

Fair PriceModerate · 28
$23,32071,217 mi

Market: $17,975 – $25,044

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Eastland, TX

2018 Volkswagen Golf R

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

2018 Volkswagen Golf R

Eastland, TX

UnscoredInsufficient · 0
$23,72587,861 mi

Eastland, TX

2021 Mercedes-Benz GLC GLC300

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

2021 Mercedes-Benz GLC GLC300

Eastland, TX

Fair PriceRobust · 51
$24,00060,685 mi

Market: $17,212 – $26,215

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Eastland, TX

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Eastland, TX

UnscoredInsufficient · 3
$24,50010,384 mi

Comparison: 3 similar vehicles

Eastland, TX

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Eastland, TX

UnscoredInsufficient · 4
$24,7064,759 mi

Comparison: 4 similar vehicles

Eastland, TX

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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