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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 11, 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

178 listings found

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Monahans, TX

UnscoredInsufficient · 0
$12,336109,477 mi

Monahans, TX

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Monahans, TX

Unscored
$12,77584,554 mi

Comparison: 7 similar vehicles

Monahans, TX

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Monahans, TX

UnscoredInsufficient · 0
$15,639112,085 mi

Monahans, TX

2022 Ford Explorer Base

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

2022 Ford Explorer Base

Monahans, TX

UnscoredInsufficient · 0
$16,994100,052 mi

Monahans, TX

2022 Ford Escape SE

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

2022 Ford Escape SE

Monahans, TX

UnscoredInsufficient · 0
$17,69055,095 mi

Monahans, TX

2016 Honda Accord LX

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

2016 Honda Accord LX

Monahans, TX

UnscoredInsufficient · 0
$19,83755,973 mi

Monahans, TX

2015 RAM 2500 Pickup Tradesman

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

2015 RAM 2500 Pickup Tradesman

Monahans, TX

UnscoredInsufficient · 0
$20,792139,850 mi

Monahans, 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

Monahans, TX

Fair PriceRobust · 69
$21,55737,016 mi

Market: $18,943 – $26,123

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Monahans, TX

2022 Hyundai Santa Cruz SEL

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

2022 Hyundai Santa Cruz SEL

Monahans, TX

UnscoredInsufficient · 3
$21,62760,440 mi

Comparison: 3 similar vehicles

Monahans, TX

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Monahans, TX

Fair PriceLimited · 13
$21,71682,234 mi

Market: $18,999 – $25,829

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Monahans, TX

2021 Hyundai Santa Fe Limited

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

2021 Hyundai Santa Fe Limited

Monahans, TX

UnscoredInsufficient · 0
$22,21756,105 mi

Monahans, TX

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Thorntonville, TX

Fair PriceLimited · 14
$22,25056,573 mi

Market: $20,125 – $24,062

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Thorntonville, TX

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Thorntonville, TX

UnscoredInsufficient · 0
$22,73530,596 mi

Thorntonville, TX

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Monahans, TX

UnscoredInsufficient · 0
$22,859138,032 mi

Monahans, TX

2022 Honda CR-V EX

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

2022 Honda CR-V EX

Monahans, TX

UnscoredInsufficient · 0
$24,42448,673 mi

Monahans, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Monahans, TX

Fair PriceModerate · 42
$25,065Mileage not verified

Market: $25,065 – $27,450

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Monahans, TX

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Monahans, TX

Fair PriceModerate · 25
$25,33063,239 mi

Market: $19,629 – $31,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Monahans, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Pecos, TX

Fair PriceLimited · 11
$25,390Mileage not verified

Market: $26,010 – $27,860

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 18 days listed (based on current market benchmarks)

Pecos, TX

2024 Honda Civic Touring

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

2024 Honda Civic Touring

Monahans, TX

UnscoredInsufficient · 0
$25,80558,612 mi

Monahans, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Pecos, TX

Unscored
$25,934Mileage not verified

Comparison: 5 similar vehicles

Pecos, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Pecos, TX

Unscored
$25,934Mileage not verified

Comparison: 5 similar vehicles

Pecos, TX

2019 Jeep Grand Cherokee Summit

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

2019 Jeep Grand Cherokee Summit

Thorntonville, TX

UnscoredInsufficient · 0
$26,01359,907 mi

Thorntonville, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Pecos, TX

Unscored
$26,030Mileage not verified

Comparison: 5 similar vehicles

Pecos, TX

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Monahans, TX

UnscoredInsufficient · 3
$26,12638,498 mi

Comparison: 3 similar vehicles

Monahans, TX

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Pecos, TX

UnscoredInsufficient · 3
$26,595Mileage not verified

Comparison: 3 similar vehicles

Pecos, TX

2020 Chevrolet Colorado ZR2

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

2020 Chevrolet Colorado ZR2

Monahans, TX

UnscoredInsufficient · 0
$26,66579,464 mi

Monahans, TX

2023 Jeep Grand Cherokee L Laredo

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

2023 Jeep Grand Cherokee L Laredo

Thorntonville, TX

UnscoredInsufficient · 0
$26,66968,706 mi

Thorntonville, TX

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Pecos, TX

UnscoredInsufficient · 3
$26,690Mileage not verified

Comparison: 3 similar vehicles

Pecos, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Monahans, TX

Fair PriceModerate · 29
$26,845Mileage not verified

Market: $25,390 – $28,755

Comparison: 29 similar vehicles

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

Monahans, TX

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Monahans, TX

Unscored
$27,365Mileage not verified

Comparison: 5 similar vehicles

Monahans, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Monahans, TX

Fair PriceModerate · 29
$27,765Mileage not verified

Market: $25,390 – $28,755

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Monahans, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Monahans, TX

Fair PriceModerate · 29
$27,765Mileage not verified

Market: $25,390 – $28,755

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Monahans, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Monahans, TX

Fair PriceModerate · 29
$27,765Mileage not verified

Market: $25,390 – $28,755

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Monahans, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Monahans, TX

Fair PriceModerate · 29
$27,765Mileage not verified

Market: $25,390 – $28,755

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Monahans, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Pecos, TX

Fair PriceLimited · 11
$27,839Mileage not verified

Market: $25,390 – $27,860

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Pecos, TX

2020 Jeep Wrangler Unlimited Rubicon

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

2020 Jeep Wrangler Unlimited Rubicon

Monahans, TX

Fair PriceLimited · 10
$27,83981,109 mi

Market: $23,500 – $31,220

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Monahans, TX

2024 Toyota RAV4 XLE

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

2024 Toyota RAV4 XLE

Thorntonville, TX

Fair PriceLimited · 14
$28,40063,674 mi

Market: $26,010 – $29,823

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Thorntonville, TX

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Monahans, TX

OverpricedLimited · 17
$28,45573,099 mi

Market: $15,995 – $27,998

Comparison: 17 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Monahans, TX

2020 Mercedes-Benz GLS GLS450

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

2020 Mercedes-Benz GLS GLS450

Monahans, TX

UnscoredInsufficient · 0
$28,95299,606 mi

Monahans, TX

2024 Toyota RAV4 XLE

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

2024 Toyota RAV4 XLE

Monahans, TX

Unscored
$28,99341,156 mi

Comparison: 18 similar vehicles

Monahans, TX

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Pecos, TX

UnscoredInsufficient · 3
$29,080Mileage not verified

Comparison: 3 similar vehicles

Pecos, TX

2023 Jeep Wrangler 4-Door Sport S

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

2023 Jeep Wrangler 4-Door Sport S

Thorntonville, TX

UnscoredInsufficient · 0
$29,19623,905 mi

Thorntonville, TX

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Thorntonville, TX

Unscored
$29,60047,414 mi

Comparison: 18 similar vehicles

Thorntonville, TX

2019 Chevrolet Silverado 1500 LTZ

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

2019 Chevrolet Silverado 1500 LTZ

Monahans, TX

UnscoredInsufficient · 3
$29,763111,040 mi

Comparison: 3 similar vehicles

Monahans, TX

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Monahans, TX

Fair PriceModerate · 21
$29,7751,272 mi

Market: $26,966 – $30,324

Comparison: 21 similar vehicles

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

Monahans, TX

2021 Jeep Wrangler Unlimited Rubicon

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

2021 Jeep Wrangler Unlimited Rubicon

Monahans, TX

UnscoredInsufficient · 3
$29,77574,155 mi

Comparison: 3 similar vehicles

Monahans, TX

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

Thorntonville, TX

UnscoredInsufficient · 0
$30,18832,851 mi

Thorntonville, TX

2024 Hyundai Santa Fe XRT

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

2024 Hyundai Santa Fe XRT

Monahans, TX

UnscoredInsufficient · 0
$30,38826,030 mi

Monahans, TX

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Monahans, TX

Unscored
$31,055Mileage not verified

Comparison: 7 similar vehicles

Monahans, TX

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Monahans, TX

OverpricedModerate · 33
$31,17388,345 mi

Market: $23,900 – $30,870

Comparison: 33 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Monahans, TX

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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