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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

595 listings found

2014 Chevrolet Tahoe LT

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

2014 Chevrolet Tahoe LT

Lubbock, TX

UnscoredInsufficient · 0
$10,000149,811 mi

Lubbock, TX

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Lamesa, TX

UnscoredLimited · 7
$10,57186,194 mi

Comparison: 7 similar vehicles

Lamesa, TX

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Lamesa, TX

UnscoredLimited · 6
$12,40286,555 mi

Comparison: 6 similar vehicles

Lamesa, TX

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Lamesa, TX

UnscoredLimited · 16
$15,224128,301 mi

Comparison: 16 similar vehicles

Lamesa, TX

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Big Spring, TX

UnscoredLimited · 5
$15,983107,726 mi

Comparison: 5 similar vehicles

Big Spring, TX

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

Big Spring, TX

UnscoredLimited · 9
$16,223159,432 mi

Comparison: 9 similar vehicles

Big Spring, TX

2022 Jeep Cherokee Latitude Lux

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

2022 Jeep Cherokee Latitude Lux

Brownfield, TX

UnscoredInsufficient · 0
$16,57995,670 mi

Brownfield, TX

2015 Jeep Wrangler Sahara

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

2015 Jeep Wrangler Sahara

Lubbock, TX

UnscoredInsufficient · 0
$16,844104,284 mi

Lubbock, TX

2013 Toyota 4Runner Limited

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

2013 Toyota 4Runner Limited

Lubbock, TX

UnscoredInsufficient · 0
$17,000155,921 mi

Lubbock, TX

2021 Ford Escape SE

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

2021 Ford Escape SE

Big Spring, TX

UnscoredInsufficient · 3
$17,72568,292 mi

Comparison: 3 similar vehicles

Big Spring, TX

2017 INFINITI QX80 Base

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

2017 INFINITI QX80 Base

Brownfield, TX

UnscoredInsufficient · 0
$18,90076,181 mi

Brownfield, TX

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Big Spring, TX

UnscoredInsufficient · 0
$19,11374,191 mi

Big Spring, TX

2017 Toyota Highlander XLE

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

2017 Toyota Highlander XLE

Brownfield, TX

UnscoredLimited · 10
$19,277122,699 mi

Comparison: 10 similar vehicles

Brownfield, TX

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Big Spring, TX

UnscoredInsufficient · 0
$19,72544,273 mi

Big Spring, TX

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Andrews, TX

UnscoredLimited · 8
$19,78385,435 mi

Comparison: 8 similar vehicles

Andrews, 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

Brownfield, TX

Fair PriceLimited · 11
$19,90074,669 mi

Market: $19,404 – $24,216

Comparison: 11 similar vehicles

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

Brownfield, TX

2025 Ford Escape Active

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

2025 Ford Escape Active

Big Spring, TX

Fair PriceModerate · 25
$20,20635,477 mi

Market: $18,024 – $24,995

Comparison: 25 similar vehicles

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

Big Spring, TX

2025 Ford Escape Active

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

2025 Ford Escape Active

Big Spring, TX

Fair PriceModerate · 25
$20,20638,989 mi

Market: $18,024 – $24,995

Comparison: 25 similar vehicles

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

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

UnscoredLimited · 9
$20,22375,269 mi

Comparison: 9 similar vehicles

Big Spring, TX

2020 Chevrolet Tahoe LS

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

2020 Chevrolet Tahoe LS

Lamesa, TX

UnscoredLimited · 6
$20,224138,280 mi

Comparison: 6 similar vehicles

Lamesa, TX

2022 Buick Envision Preferred

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

2022 Buick Envision Preferred

Lamesa, TX

UnscoredInsufficient · 0
$20,31060,150 mi

Lamesa, TX

2022 Chevrolet Equinox Premier

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

2022 Chevrolet Equinox Premier

Brownfield, TX

UnscoredInsufficient · 0
$20,90056,261 mi

Brownfield, 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

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

UnscoredLimited · 5
$21,14240,948 mi

Comparison: 5 similar vehicles

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

UnscoredInsufficient · 3
$21,20236,099 mi

Comparison: 3 similar vehicles

Big Spring, TX

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Big Spring, TX

UnscoredLimited · 7
$21,34051,649 mi

Comparison: 7 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

UnscoredInsufficient · 4
$21,39747,427 mi

Comparison: 4 similar vehicles

Big Spring, TX

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Andrews, TX

UnscoredLimited · 14
$22,06993,156 mi

Comparison: 14 similar vehicles

Andrews, TX

2022 Hyundai Palisade SEL

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

2022 Hyundai Palisade SEL

Big Spring, TX

UnscoredInsufficient · 4
$22,16392,385 mi

Comparison: 4 similar vehicles

Big Spring, TX

2025 Ford Escape Active

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

2025 Ford Escape Active

Big Spring, TX

Fair PriceModerate · 26
$22,21322,719 mi

Market: $20,917 – $24,220

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Big Spring, TX

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Big Spring, TX

UnscoredLimited · 8
$22,22364,235 mi

Comparison: 8 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

Lamesa, TX

Fair PriceModerate · 30
$22,22451,108 mi

Market: $18,224 – $24,210

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Lamesa, TX

2024 Kia Sportage EX

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

2024 Kia Sportage EX

Andrews, TX

UnscoredInsufficient · 0
$22,22457,923 mi

Andrews, TX

2024 Chevrolet Blazer 2LT

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

2024 Chevrolet Blazer 2LT

Brownfield, TX

UnscoredInsufficient · 0
$22,41049,968 mi

Brownfield, 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

Fair PriceLimited · 14
$22,44728,119 mi

Market: $21,825 – $27,220

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Big Spring, TX

2022 Jeep Grand Cherokee WK Laredo X

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

2022 Jeep Grand Cherokee WK Laredo X

Lubbock, TX

Fair PriceLimited · 10
$22,95872,006 mi

Market: $18,456 – $24,627

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Lubbock, TX

2023 Jeep Renegade Trailhawk

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

2023 Jeep Renegade Trailhawk

Big Spring, TX

UnscoredInsufficient · 0
$22,99858,448 mi

Big Spring, TX

2022 Hyundai Santa Fe Limited

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

2022 Hyundai Santa Fe Limited

Big Spring, TX

UnscoredLimited · 7
$22,998110,330 mi

Comparison: 7 similar vehicles

Big Spring, TX

2020 Chevrolet Tahoe LS

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

2020 Chevrolet Tahoe LS

Big Spring, TX

UnscoredLimited · 8
$23,223125,320 mi

Comparison: 8 similar vehicles

Big Spring, TX

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Lubbock, TX

UnscoredInsufficient · 0
$23,66544,898 mi

Lubbock, TX

2018 Jeep Wrangler Unlimited Sahara

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

2018 Jeep Wrangler Unlimited Sahara

Lamesa, TX

UnscoredLimited · 5
$23,73862,034 mi

Comparison: 5 similar vehicles

Lamesa, TX

2022 Nissan Pathfinder SV

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

2022 Nissan Pathfinder SV

Brownfield, TX

UnscoredInsufficient · 0
$23,90057,445 mi

Brownfield, TX

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Big Spring, TX

Fair PriceModerate · 38
$23,99850,826 mi

Market: $18,738 – $27,188

Comparison: 38 similar vehicles

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

Big Spring, TX

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Big Spring, TX

UnscoredLimited · 9
$24,22364,642 mi

Comparison: 9 similar vehicles

Big Spring, 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

Lubbock, TX

OverpricedLimited · 16
$24,42422,878 mi

Market: $20,582 – $22,398

Comparison: 16 similar vehicles

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

Lubbock, TX

2021 Jeep Wrangler Unlimited Sport S

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

2021 Jeep Wrangler Unlimited Sport S

Andrews, TX

UnscoredInsufficient · 0
$24,50255,105 mi

Andrews, TX

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Big Spring, TX

UnscoredLimited · 6
$24,72539,388 mi

Comparison: 6 similar vehicles

Big Spring, TX

2025 Mitsubishi Outlander SE

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

2025 Mitsubishi Outlander SE

Big Spring, TX

UnscoredInsufficient · 0
$24,72543,313 mi

Big Spring, TX

2025 Chevrolet Trax Activ

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

2025 Chevrolet Trax Activ

Big Spring, TX

UnscoredInsufficient · 3
$24,76721,412 mi

Comparison: 3 similar vehicles

Big Spring, TX

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Lamesa, TX

UnscoredInsufficient · 0
$24,84035,818 mi

Lamesa, 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 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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