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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 10, 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

1,109 listings found

2014 Chevrolet Spark 2LT

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

2014 Chevrolet Spark 2LT

Alice, TX

UnscoredInsufficient · 0
$5,950114,453 mi

Alice, TX

No Photo

2005 Volkswagen New Jetta TDI

Alice, TX

UnscoredInsufficient · 0
$6,988295,974 mi

Alice, TX

No Photo

2013 Chevrolet Cruze 2LT

Alice, TX

UnscoredInsufficient · 0
$9,68886,569 mi

Alice, TX

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Alice, TX

UnscoredInsufficient · 0
$9,985115,401 mi

Alice, TX

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Alice, TX

OverpricedLimited · 19
$12,688100,992 mi

Market: $4,995 – $10,224

Comparison: 19 similar vehicles

Priced ~24% above the typical market range for similar vehicles (based on current market benchmarks)

Alice, TX

No Photo

2018 Toyota Camry SE

Alice, TX

Fair PriceLimited · 19
$13,175112,331 mi

Market: $9,350 – $21,998

Comparison: 19 similar vehicles

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

Alice, TX

2018 Hyundai Tucson SE Plus

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

2018 Hyundai Tucson SE Plus

Alice, TX

Unscored
$13,372108,070 mi

Comparison: 9 similar vehicles

Alice, TX

2022 Chrysler 300 Touring

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

2022 Chrysler 300 Touring

Alice, TX

UnscoredInsufficient · 0
$14,50096,011 mi

Alice, TX

2017 Dodge Durango SXT

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

2017 Dodge Durango SXT

Alice, TX

Unscored
$14,500147,542 mi

Comparison: 14 similar vehicles

Alice, TX

No Photo

2011 BMW X5 xDrive35i

Alice, TX

UnscoredInsufficient · 0
$14,788118,010 mi

Alice, TX

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Alice, TX

Unscored
$15,000182,620 mi

Comparison: 16 similar vehicles

Alice, TX

No Photo

2015 Ford Explorer XLT

Alice, TX

Unscored
$15,988126,076 mi

Comparison: 22 similar vehicles

Alice, TX

2019 Dodge Grand Caravan SE Plus

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

2019 Dodge Grand Caravan SE Plus

Alice, TX

UnscoredInsufficient · 0
$16,50070,482 mi

Alice, TX

2013 Ford F-150 FX2

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

2013 Ford F-150 FX2

Alice, TX

Unscored
$16,500152,807 mi

Comparison: 5 similar vehicles

Alice, TX

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Alice, TX

OverpricedLimited · 17
$17,688107,306 mi

Market: $8,500 – $10,950

Comparison: 17 similar vehicles

Priced ~62% above the typical market range for similar vehicles (based on current market benchmarks)

Alice, TX

2023 Hyundai Tucson SEL

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

2023 Hyundai Tucson SEL

Alice, TX

Fair PriceRobust · 52
$18,13157,743 mi

Market: $18,270 – $22,998

Comparison: 52 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 81 days listed (based on current market benchmarks)

Alice, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Alice, TX

Unscored
$18,17563,292 mi

Comparison: 7 similar vehicles

Alice, TX

2025 Kia Soul LX

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

2025 Kia Soul LX

Alice, TX

Fair PriceModerate · 29
$18,17737,945 mi

Market: $15,984 – $18,998

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Alice, TX

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Alice, TX

UnscoredInsufficient · 3
$18,33744,149 mi

Comparison: 3 similar vehicles

Alice, 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

Alice, TX

UnscoredInsufficient · 4
$18,42567,898 mi

Comparison: 4 similar vehicles

Alice, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Alice, TX

UnscoredInsufficient · 4
$18,49152,974 mi

Comparison: 4 similar vehicles

Alice, TX

2016 RAM 1500 Pickup Laramie

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

2016 RAM 1500 Pickup Laramie

Alice, TX

Unscored
$18,500155,853 mi

Comparison: 13 similar vehicles

Alice, TX

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Alice, TX

Great DealLimited · 10
$18,54031,175 mi

Market: $20,718 – $24,175

Comparison: 10 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 34 days listed (based on current market benchmarks)

Alice, TX

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Alice, TX

Unscored
$18,58735,949 mi

Comparison: 5 similar vehicles

Alice, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Alice, TX

Fair PriceLimited · 12
$18,72472,015 mi

Market: $16,991 – $19,663

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Alice, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Alice, TX

Unscored
$18,74652,053 mi

Comparison: 5 similar vehicles

Alice, TX

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Alice, TX

UnscoredInsufficient · 3
$18,77721,023 mi

Comparison: 3 similar vehicles

Alice, TX

No Photo

2014 Ford F-150 XLT

Alice, TX

Unscored
$19,688153,339 mi

Comparison: 38 similar vehicles

Alice, TX

No Photo

2003 Sterling L

Alice, TX

UnscoredInsufficient · 0
$19,900139,554 mi

Alice, TX

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Alice, TX

Fair PriceLimited · 18
$20,09629,526 mi

Market: $19,107 – $22,149

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Alice, TX

No Photo

2024 Chrysler Pacifica Touring L

Alice, TX

Unscored
$20,17576,950 mi

Comparison: 6 similar vehicles

Alice, TX

No Photo

2024 Volkswagen Jetta SE

Alice, TX

UnscoredInsufficient · 4
$20,17546,668 mi

Comparison: 4 similar vehicles

Alice, TX

2023 Kia Sportage X-Line

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

2023 Kia Sportage X-Line

Alice, TX

Fair PriceLimited · 18
$20,31161,240 mi

Market: $20,021 – $24,500

Comparison: 18 similar vehicles

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

Alice, TX

2025 Nissan Sentra SR

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

2025 Nissan Sentra SR

Alice, TX

UnscoredInsufficient · 3
$21,17542,886 mi

Comparison: 3 similar vehicles

Alice, TX

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Alice, TX

UnscoredInsufficient · 4
$21,27155,607 mi

Comparison: 4 similar vehicles

Alice, TX

2021 GMC Canyon AT4

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

2021 GMC Canyon AT4

Alice, TX

Unscored
$21,271123,711 mi

Comparison: 8 similar vehicles

Alice, TX

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Alice, TX

UnscoredInsufficient · 3
$21,43862,316 mi

Comparison: 3 similar vehicles

Alice, TX

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Alice, TX

Fair PriceLimited · 12
$21,68040,896 mi

Market: $19,425 – $22,224

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Alice, TX

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Alice, TX

OverpricedLimited · 17
$21,78878,588 mi

Market: $11,995 – $19,998

Comparison: 17 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Alice, TX

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Alice, TX

Fair PriceLimited · 13
$21,78867,749 mi

Market: $9,515 – $22,950

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 823 days listed (based on current market benchmarks)

Alice, TX

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Alice, TX

Fair PriceLimited · 12
$22,00564,293 mi

Market: $20,000 – $22,737

Comparison: 12 similar vehicles

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

Alice, TX

2026 Hyundai Elantra SE

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

2026 Hyundai Elantra SE

Alice, TX

Fair PriceModerate · 31
$22,023Mileage not verified

Market: $21,837 – $24,760

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Alice, TX

2026 Hyundai Elantra SE

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

2026 Hyundai Elantra SE

Alice, TX

Fair PriceModerate · 31
$22,023Mileage not verified

Market: $21,837 – $24,760

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Alice, TX

2024 Ford Edge ST-Line

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

2024 Ford Edge ST-Line

Alice, TX

UnscoredInsufficient · 0
$22,031134,358 mi

Alice, TX

No Photo

2018 Jeep Renegade Altitude Package

Alice, TX

Unscored
$22,09599,713 mi

Comparison: 9 similar vehicles

Alice, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Alice, TX

Great DealModerate · 36
$22,142Mileage not verified

Market: $23,142 – $27,320

Comparison: 36 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 145 days listed (based on current market benchmarks)

Alice, TX

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Alice, TX

UnscoredInsufficient · 4
$22,22167,904 mi

Comparison: 4 similar vehicles

Alice, TX

2024 Volkswagen Tiguan Wolfsburg Edition

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

2024 Volkswagen Tiguan Wolfsburg Edition

Alice, TX

OverpricedModerate · 26
$22,22441,254 mi

Market: $19,372 – $21,414

Comparison: 26 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Alice, TX

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Alice, TX

Fair PriceModerate · 38
$22,34023,541 mi

Market: $18,799 – $26,999

Comparison: 38 similar vehicles

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

Alice, TX

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Alice, TX

UnscoredInsufficient · 0
$22,54752,607 mi

Alice, 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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