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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

119 listings found

2017 Ford Escape SE

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

2017 Ford Escape SE

Fort Stockton, TX

UnscoredLimited · 5
$7,185167,423 mi

Comparison: 5 similar vehicles

Fort Stockton, TX

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
$12,891109,477 mi

Monahans, TX

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Monahans, TX

UnscoredLimited · 6
$14,713106,403 mi

Comparison: 6 similar vehicles

Monahans, TX

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Monahans, TX

UnscoredInsufficient · 4
$16,775109,574 mi

Comparison: 4 similar vehicles

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
$17,729100,051 mi

Monahans, TX

2019 Mazda CX-3 Sport

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

2019 Mazda CX-3 Sport

Monahans, TX

UnscoredInsufficient · 0
$17,77547,648 mi

Monahans, TX

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Thorntonville, TX

Fair PriceModerate · 37
$18,99561,097 mi

Market: $16,992 – $24,980

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Thorntonville, TX

2023 Chevrolet TrailBlazer LS

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

2023 Chevrolet TrailBlazer LS

Fort Stockton, TX

OverpricedLimited · 10
$21,57537,703 mi

Market: $20,981 – $21,206

Comparison: 10 similar vehicles

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

Fort Stockton, TX

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Fort Stockton, TX

UnscoredInsufficient · 3
$21,98748,160 mi

Comparison: 3 similar vehicles

Fort Stockton, 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 · 12
$22,52856,573 mi

Market: $21,616 – $24,225

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Thorntonville, TX

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Fort Stockton, TX

Fair PriceModerate · 32
$22,98430,121 mi

Market: $20,224 – $23,969

Comparison: 32 similar vehicles

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

Fort Stockton, TX

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Thorntonville, TX

Fair PriceModerate · 22
$23,11530,200 mi

Market: $18,863 – $24,820

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Thorntonville, TX

2022 Ford Explorer ST-LINE

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

2022 Ford Explorer ST-LINE

Monahans, TX

UnscoredInsufficient · 0
$23,965134,921 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

Fort Stockton, TX

Fair PriceRobust · 124
$24,495Mileage not verified

Market: $22,400 – $28,200

Comparison: 124 similar vehicles

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

Fort Stockton, TX

2022 Buick Envision Preferred

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

2022 Buick Envision Preferred

Fort Stockton, TX

UnscoredInsufficient · 0
$24,65729,089 mi

Fort Stockton, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Fort Stockton, TX

Fair PriceRobust · 124
$24,735Mileage not verified

Market: $22,400 – $28,200

Comparison: 124 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Fort Stockton, TX

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Fort Stockton, TX

Fair PriceModerate · 27
$24,74083,143 mi

Market: $21,998 – $32,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Fort Stockton, TX

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Fort Stockton, TX

UnscoredLimited · 6
$24,77129,719 mi

Comparison: 6 similar vehicles

Fort Stockton, TX

2020 Lexus UX Hybrid 250h F SPORT

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

2020 Lexus UX Hybrid 250h F SPORT

Monahans, TX

UnscoredInsufficient · 0
$24,80070,382 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

Great DealModerate · 31
$25,315Mileage not verified

Market: $26,110 – $28,200

Comparison: 31 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 9 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
$25,66956,105 mi

Monahans, TX

2025 Mitsubishi Outlander SE

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

2025 Mitsubishi Outlander SE

Fort Stockton, TX

UnscoredLimited · 10
$26,64539,801 mi

Comparison: 10 similar vehicles

Fort Stockton, TX

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Monahans, TX

UnscoredInsufficient · 0
$26,88724,002 mi

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

Fort Stockton, TX

Fair PriceRobust · 84
$26,995Mileage not verified

Market: $23,620 – $30,210

Comparison: 84 similar vehicles

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

Fort Stockton, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Fort Stockton, TX

Fair PriceRobust · 84
$27,090Mileage not verified

Market: $23,620 – $30,210

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Fort Stockton, TX

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Fort Stockton, TX

Fair PriceLimited · 17
$27,99573,276 mi

Market: $19,990 – $35,216

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Fort Stockton, 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 PriceLimited · 16
$28,015Mileage not verified

Market: $26,410 – $29,005

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Monahans, TX

2025 Volkswagen Atlas SE w/Tech

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

2025 Volkswagen Atlas SE w/Tech

Fort Stockton, TX

Fair PriceLimited · 18
$28,59749,821 mi

Market: $27,222 – $32,450

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Fort Stockton, TX

2023 Jeep Wrangler 4xe Rubicon 4XE

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

2023 Jeep Wrangler 4xe Rubicon 4XE

Monahans, TX

UnscoredInsufficient · 0
$29,06747,079 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

Thorntonville, TX

OverpricedLimited · 11
$29,12463,674 mi

Market: $26,010 – $27,372

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Thorntonville, TX

2020 Chevrolet Suburban LT

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

2020 Chevrolet Suburban LT

Fort Stockton, TX

UnscoredInsufficient · 3
$29,25064,757 mi

Comparison: 3 similar vehicles

Fort Stockton, TX

2025 Nissan Pathfinder SV

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

2025 Nissan Pathfinder SV

Fort Stockton, TX

UnscoredLimited · 5
$29,26932,954 mi

Comparison: 5 similar vehicles

Fort Stockton, 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
$29,37223,905 mi

Thorntonville, TX

2019 Chevrolet Suburban Premier

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

2019 Chevrolet Suburban Premier

Fort Stockton, TX

UnscoredInsufficient · 0
$29,625106,545 mi

Fort Stockton, TX

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Monahans, TX

UnscoredInsufficient · 4
$29,76778,002 mi

Comparison: 4 similar vehicles

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

UnscoredLimited · 10
$29,77441,156 mi

Comparison: 10 similar vehicles

Monahans, TX

2022 Ford Bronco 4-Door Outer Banks

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

2022 Ford Bronco 4-Door Outer Banks

Monahans, TX

Fair PriceLimited · 15
$29,92466,418 mi

Market: $28,720 – $36,025

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

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

UnscoredLimited · 7
$30,305Mileage not verified

Comparison: 7 similar vehicles

Monahans, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Fort Stockton, TX

UnscoredLimited · 5
$30,995Mileage not verified

Comparison: 5 similar vehicles

Fort Stockton, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Fort Stockton, TX

UnscoredLimited · 5
$30,995Mileage not verified

Comparison: 5 similar vehicles

Fort Stockton, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Fort Stockton, TX

UnscoredLimited · 5
$31,295Mileage not verified

Comparison: 5 similar vehicles

Fort Stockton, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Fort Stockton, TX

UnscoredLimited · 5
$31,295Mileage not verified

Comparison: 5 similar vehicles

Fort Stockton, TX

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Fort Stockton, TX

Fair PriceModerate · 35
$31,36339,995 mi

Market: $28,690 – $35,219

Comparison: 35 similar vehicles

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

Fort Stockton, TX

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Monahans, TX

UnscoredInsufficient · 0
$31,50051,380 mi

Monahans, TX

2025 Honda CR-V LX

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

2025 Honda CR-V LX

Fort Stockton, TX

UnscoredInsufficient · 0
$32,00028,134 mi

Fort Stockton, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Monahans, TX

Fair PriceLimited · 11
$32,495Mileage not verified

Market: $31,220 – $35,440

Comparison: 11 similar vehicles

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

Monahans, TX

2022 Ford Explorer Platinum

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

2022 Ford Explorer Platinum

Monahans, TX

UnscoredInsufficient · 0
$33,32155,827 mi

Monahans, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Fort Stockton, TX

UnscoredLimited · 5
$33,840Mileage not verified

Comparison: 5 similar vehicles

Fort Stockton, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Fort Stockton, TX

UnscoredLimited · 5
$34,690Mileage not verified

Comparison: 5 similar vehicles

Fort Stockton, TX

2026 Dodge Durango GT

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

2026 Dodge Durango GT

Fort Stockton, TX

UnscoredInsufficient · 0
$34,9971,910 mi

Fort Stockton, 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 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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