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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 6, 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

473 listings found

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Levelland, TX

Salvage title
$7,977138,032 mi

Levelland, TX

2017 Chevrolet Tahoe LS

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

2017 Chevrolet Tahoe LS

Levelland, TX

UnscoredInsufficient · 0
$12,149174,301 mi

Levelland, TX

2018 Ford F-150 Platinum

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

2018 Ford F-150 Platinum

Levelland, TX

UnscoredInsufficient · 0
$16,777213,218 mi

Levelland, TX

2020 Hyundai Sonata SEL

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

2020 Hyundai Sonata SEL

Levelland, TX

UnscoredInsufficient · 0
$17,08367,819 mi

Levelland, TX

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Levelland, TX

UnscoredInsufficient · 0
$17,99444,052 mi

Levelland, TX

2020 Lincoln Corsair Base

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

2020 Lincoln Corsair Base

Levelland, TX

UnscoredInsufficient · 0
$19,81973,900 mi

Levelland, TX

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

Levelland, TX

UnscoredInsufficient · 4
$20,91269,339 mi

Comparison: 4 similar vehicles

Levelland, 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

Levelland, TX

UnscoredInsufficient · 4
$20,99642,025 mi

Comparison: 4 similar vehicles

Levelland, TX

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Levelland, TX

UnscoredInsufficient · 4
$21,48038,205 mi

Comparison: 4 similar vehicles

Levelland, TX

2024 Ford Escape Active

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

2024 Ford Escape Active

Levelland, TX

UnscoredInsufficient · 0
$21,89530,248 mi

Levelland, TX

2021 Ford Mustang EcoBoost Premium

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

2021 Ford Mustang EcoBoost Premium

Levelland, TX

UnscoredInsufficient · 0
$22,22153,943 mi

Levelland, TX

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Levelland, TX

Unscored
$22,49862,346 mi

Comparison: 7 similar vehicles

Levelland, TX

2022 RAM 1500 Classic SLT

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

2022 RAM 1500 Classic SLT

Levelland, TX

UnscoredInsufficient · 3
$22,58873,043 mi

Comparison: 3 similar vehicles

Levelland, TX

2025 Buick Encore GX Preferred

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

2025 Buick Encore GX Preferred

Levelland, TX

UnscoredInsufficient · 0
$22,72729,113 mi

Levelland, TX

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Levelland, TX

UnscoredInsufficient · 3
$22,998Mileage not verified

Comparison: 3 similar vehicles

Levelland, TX

2023 Subaru Crosstrek Sport

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

2023 Subaru Crosstrek Sport

Levelland, TX

UnscoredInsufficient · 0
$23,21746,204 mi

Levelland, TX

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Levelland, TX

UnscoredInsufficient · 0
$23,49833,305 mi

Levelland, TX

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Levelland, TX

UnscoredInsufficient · 3
$23,720Mileage not verified

Comparison: 3 similar vehicles

Levelland, TX

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Levelland, TX

UnscoredInsufficient · 3
$23,720Mileage not verified

Comparison: 3 similar vehicles

Levelland, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Levelland, TX

Fair PriceLimited · 10
$23,720Mileage not verified

Market: $23,998 – $28,465

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 15 days listed (based on current market benchmarks)

Levelland, TX

2020 Honda Pilot Elite

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

2020 Honda Pilot Elite

Levelland, TX

UnscoredInsufficient · 0
$23,775111,377 mi

Levelland, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Levelland, TX

Fair PriceLimited · 10
$23,998Mileage not verified

Market: $23,720 – $28,465

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Levelland, TX

2025 Subaru Crosstrek Base

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

2025 Subaru Crosstrek Base

Levelland, TX

Unscored
$24,0056,749 mi

Comparison: 6 similar vehicles

Levelland, TX

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Levelland, TX

OverpricedModerate · 22
$24,85672,498 mi

Market: $16,900 – $23,185

Comparison: 22 similar vehicles

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

Levelland, TX

2024 Subaru Crosstrek Sport

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

2024 Subaru Crosstrek Sport

Levelland, TX

UnscoredInsufficient · 0
$24,87534,456 mi

Levelland, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Levelland, TX

Fair PriceModerate · 29
$24,902Mileage not verified

Market: $24,345 – $26,820

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Levelland, TX

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Levelland, TX

Great DealLimited · 11
$25,070Mileage not verified

Market: $27,255 – $29,925

Comparison: 11 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 13 days listed (based on current market benchmarks)

Levelland, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Levelland, TX

Fair PriceLimited · 10
$25,115Mileage not verified

Market: $23,720 – $28,465

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Levelland, TX

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Levelland, TX

Fair PriceLimited · 13
$25,29784,173 mi

Market: $18,024 – $25,336

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Levelland, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Levelland, TX

UnscoredInsufficient · 3
$26,320Mileage not verified

Comparison: 3 similar vehicles

Levelland, TX

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Levelland, TX

Unscored
$26,370Mileage not verified

Comparison: 5 similar vehicles

Levelland, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Levelland, TX

Great DealLimited · 11
$26,520Mileage not verified

Market: $27,980 – $29,845

Comparison: 11 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Levelland, TX

2025 Subaru Outback Base

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

2025 Subaru Outback Base

Levelland, TX

Fair PriceModerate · 22
$26,8326,094 mi

Market: $26,845 – $27,809

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 272 days listed (based on current market benchmarks)

Levelland, TX

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Levelland, TX

UnscoredInsufficient · 0
$26,85646,782 mi

Levelland, TX

2015 RAM 2500 Pickup SLT

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

2015 RAM 2500 Pickup SLT

Levelland, TX

UnscoredInsufficient · 0
$27,16786,689 mi

Levelland, TX

2023 Chevrolet Traverse RS

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

2023 Chevrolet Traverse RS

Levelland, TX

Unscored
$27,22881,730 mi

Comparison: 7 similar vehicles

Levelland, TX

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Levelland, TX

UnscoredInsufficient · 3
$27,9704,974 mi

Comparison: 3 similar vehicles

Levelland, TX

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Levelland, TX

Fair PriceModerate · 39
$28,0296,430 mi

Market: $28,102 – $28,745

Comparison: 39 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 161 days listed (based on current market benchmarks)

Levelland, TX

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Levelland, TX

UnscoredInsufficient · 3
$28,09742,237 mi

Comparison: 3 similar vehicles

Levelland, TX

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Levelland, TX

Fair PriceModerate · 39
$28,1366,164 mi

Market: $28,029 – $28,745

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Levelland, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Levelland, TX

Fair PriceLimited · 11
$28,498Mileage not verified

Market: $26,520 – $29,845

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Levelland, TX

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Levelland, TX

UnscoredInsufficient · 0
$28,83732,597 mi

Levelland, TX

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Levelland, TX

Fair PriceLimited · 15
$29,480Mileage not verified

Market: $28,480 – $33,445

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Levelland, TX

2023 INFINITI QX50 Sport

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

2023 INFINITI QX50 Sport

Levelland, TX

UnscoredInsufficient · 0
$29,71846,516 mi

Levelland, TX

2025 Kia Sorento S

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

2025 Kia Sorento S

Levelland, TX

UnscoredInsufficient · 0
$29,72534,419 mi

Levelland, TX

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Levelland, TX

UnscoredInsufficient · 3
$29,73828,798 mi

Comparison: 3 similar vehicles

Levelland, TX

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Levelland, TX

Fair PriceModerate · 35
$29,9855,710 mi

Market: $29,197 – $30,199

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 317 days listed (based on current market benchmarks)

Levelland, TX

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Levelland, TX

Fair PriceModerate · 35
$30,0206,239 mi

Market: $29,197 – $30,199

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 286 days listed (based on current market benchmarks)

Levelland, TX

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Levelland, TX

Great DealLimited · 12
$30,07455,298 mi

Market: $31,772 – $43,215

Comparison: 12 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Levelland, TX

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Levelland, TX

Fair PriceRobust · 200
$30,314Mileage not verified

Market: $26,826 – $34,647

Comparison: 200 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Levelland, 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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