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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 8, 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

788 listings found

2008 Nissan Altima S

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

2008 Nissan Altima S

Snyder, TX

UnscoredInsufficient · 0
$2,995300,559 mi

Snyder, TX

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Snyder, TX

UnscoredInsufficient · 0
$3,495218,522 mi

Snyder, TX

2003 Ford Expedition

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

2003 Ford Expedition

Snyder, TX

UnscoredInsufficient · 0
$3,495157,564 mi

Snyder, TX

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Snyder, TX

UnscoredInsufficient · 0
$4,995209,685 mi

Snyder, TX

2005 Ford Explorer XLS

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

2005 Ford Explorer XLS

Snyder, TX

UnscoredInsufficient · 0
$4,995192,873 mi

Snyder, TX

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Snyder, TX

UnscoredInsufficient · 0
$6,995199,258 mi

Snyder, TX

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Snyder, TX

UnscoredInsufficient · 3
$7,995169,343 mi

Comparison: 3 similar vehicles

Snyder, TX

2017 Ford Taurus Limited

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

2017 Ford Taurus Limited

Snyder, TX

UnscoredInsufficient · 0
$7,995222,260 mi

Snyder, TX

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Snyder, TX

UnscoredInsufficient · 3
$8,995110,749 mi

Comparison: 3 similar vehicles

Snyder, TX

2015 Ford Focus Titanium

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

2015 Ford Focus Titanium

Big Spring, TX

UnscoredInsufficient · 0
$8,99891,994 mi

Big Spring, TX

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Big Spring, TX

UnscoredInsufficient · 4
$8,99884,350 mi

Comparison: 4 similar vehicles

Big Spring, TX

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Big Spring, TX

UnscoredInsufficient · 0
$9,888122,136 mi

Big Spring, TX

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

Snyder, TX

UnscoredInsufficient · 0
$10,22093,710 mi

Snyder, TX

1994 Jeep Wrangler / YJ

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

1994 Jeep Wrangler / YJ

Snyder, TX

UnscoredInsufficient · 0
$10,22572,014 mi

Snyder, TX

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Snyder, TX

Fair PriceLimited · 12
$10,72091,512 mi

Market: $9,224 – $20,495

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Snyder, TX

2019 Lincoln MKC Base

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

2019 Lincoln MKC Base

Snyder, TX

UnscoredInsufficient · 0
$10,995101,830 mi

Snyder, TX

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Snyder, TX

Unscored
$15,040100,381 mi

Comparison: 8 similar vehicles

Snyder, TX

2004 Ford Thunderbird Deluxe

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

2004 Ford Thunderbird Deluxe

Snyder, TX

UnscoredInsufficient · 0
$15,12560,066 mi

Snyder, TX

2020 Kia Stinger GT-Line

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

2020 Kia Stinger GT-Line

Big Spring, TX

UnscoredInsufficient · 0
$16,017112,524 mi

Big Spring, TX

2019 Ford Edge ST

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

2019 Ford Edge ST

Snyder, TX

UnscoredInsufficient · 0
$16,17595,227 mi

Snyder, TX

2019 Kia Sorento S

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

2019 Kia Sorento S

Snyder, TX

UnscoredInsufficient · 0
$16,22167,862 mi

Snyder, TX

2018 Hyundai Kona Limited

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

2018 Hyundai Kona Limited

Big Spring, TX

UnscoredInsufficient · 0
$16,54546,060 mi

Big Spring, TX

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Big Spring, TX

UnscoredInsufficient · 0
$17,72595,415 mi

Big Spring, TX

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Big Spring, TX

UnscoredInsufficient · 0
$18,22355,670 mi

Big Spring, TX

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Big Spring, TX

UnscoredInsufficient · 0
$18,99859,105 mi

Big Spring, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Big Spring, TX

Unscored
$19,08641,585 mi

Comparison: 30 similar vehicles

Big Spring, TX

2020 Honda CR-V EX

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

2020 Honda CR-V EX

Snyder, TX

Unscored
$19,220108,223 mi

Comparison: 7 similar vehicles

Snyder, TX

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Snyder, TX

Fair PriceModerate · 23
$19,22452,344 mi

Market: $17,800 – $24,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Snyder, 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

Big Spring, TX

Unscored
$19,22462,070 mi

Comparison: 8 similar vehicles

Big Spring, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Big Spring, TX

Fair PriceModerate · 30
$19,44745,380 mi

Market: $19,086 – $24,220

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Big Spring, TX

2023 Mazda CX-5 S Carbon Edition

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

2023 Mazda CX-5 S Carbon Edition

Snyder, TX

UnscoredInsufficient · 0
$19,48390,724 mi

Snyder, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Big Spring, TX

Unscored
$19,72550,406 mi

Comparison: 7 similar vehicles

Big Spring, TX

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Big Spring, TX

Fair PriceLimited · 16
$19,82045,332 mi

Market: $18,919 – $21,128

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Big Spring, TX

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Big Spring, TX

Unscored
$19,97047,140 mi

Comparison: 17 similar vehicles

Big Spring, TX

2018 Chevrolet Colorado Z71

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

2018 Chevrolet Colorado Z71

Big Spring, TX

Unscored
$19,998125,900 mi

Comparison: 5 similar vehicles

Big Spring, TX

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Big Spring, TX

Unscored
$19,99940,948 mi

Comparison: 5 similar vehicles

Big Spring, TX

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Big Spring, TX

UnscoredInsufficient · 3
$20,02365,200 mi

Comparison: 3 similar vehicles

Big Spring, TX

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Big Spring, TX

UnscoredInsufficient · 4
$20,22036,143 mi

Comparison: 4 similar vehicles

Big Spring, TX

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Big Spring, TX

Unscored
$20,22376,960 mi

Comparison: 5 similar vehicles

Big Spring, TX

2022 Subaru Outback Limited

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

2022 Subaru Outback Limited

Big Spring, TX

UnscoredInsufficient · 0
$20,34674,581 mi

Big Spring, TX

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Big Spring, TX

Unscored
$20,72543,555 mi

Comparison: 9 similar vehicles

Big Spring, TX

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Big Spring, TX

UnscoredInsufficient · 0
$20,99831,521 mi

Big Spring, TX

2024 Buick Encore GX Sport Touring

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

2024 Buick Encore GX Sport Touring

Big Spring, TX

UnscoredInsufficient · 0
$20,99857,754 mi

Big Spring, TX

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Big Spring, TX

Fair PriceModerate · 26
$20,998117,073 mi

Market: $12,495 – $26,500

Comparison: 26 similar vehicles

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

Big Spring, TX

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Big Spring, TX

Unscored
$20,99944,251 mi

Comparison: 9 similar vehicles

Big Spring, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Big Spring, TX

Unscored
$21,22334,060 mi

Comparison: 9 similar vehicles

Big Spring, TX

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Big Spring, TX

Unscored
$21,30347,427 mi

Comparison: 5 similar vehicles

Big Spring, 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

Big Spring, TX

UnscoredInsufficient · 0
$21,72541,647 mi

Big Spring, TX

2018 GMC Yukon Denali

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

2018 GMC Yukon Denali

Snyder, TX

Unscored
$21,995144,998 mi

Comparison: 18 similar vehicles

Snyder, TX

2024 Hyundai Elantra Limited

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

2024 Hyundai Elantra Limited

Big Spring, TX

UnscoredInsufficient · 3
$21,99853,875 mi

Comparison: 3 similar vehicles

Big Spring, 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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