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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

488 listings found

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Breckenridge, TX

UnscoredInsufficient · 0
$5,675238,553 mi

Breckenridge, TX

2014 Ford Escape S

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

2014 Ford Escape S

Jacksboro, TX

UnscoredLimited · 10
$6,995172,500 mi

Comparison: 10 similar vehicles

Jacksboro, TX

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Breckenridge, TX

UnscoredInsufficient · 0
$8,675162,779 mi

Breckenridge, TX

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Eastland, TX

UnscoredInsufficient · 3
$8,995100,748 mi

Comparison: 3 similar vehicles

Eastland, TX

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Eastland, TX

UnscoredLimited · 17
$8,995143,269 mi

Comparison: 17 similar vehicles

Eastland, TX

2011 Lexus RX 350

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

2011 Lexus RX 350

Eastland, TX

UnscoredModerate · 24
$8,995170,625 mi

Comparison: 24 similar vehicles

Eastland, TX

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Mineral Wells, TX

UnscoredModerate · 24
$9,895224,567 mi

Comparison: 24 similar vehicles

Mineral Wells, TX

2016 Ford Escape SE

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

2016 Ford Escape SE

Eastland, TX

Fair PriceModerate · 24
$9,995102,874 mi

Market: $4,899 – $14,500

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Eastland, TX

2012 Chevrolet Tahoe Fleet

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

2012 Chevrolet Tahoe Fleet

Eastland, TX

UnscoredInsufficient · 3
$10,995163,316 mi

Comparison: 3 similar vehicles

Eastland, TX

2010 Chevrolet Tahoe LS

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

2010 Chevrolet Tahoe LS

Eastland, TX

UnscoredInsufficient · 0
$10,995155,812 mi

Eastland, TX

2007 Chevrolet Suburban LS

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

2007 Chevrolet Suburban LS

Breckenridge, TX

UnscoredInsufficient · 0
$11,215160,471 mi

Breckenridge, TX

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Gordon, TX

Fair PriceLimited · 10
$12,22560,835 mi

Market: $6,450 – $14,999

Comparison: 10 similar vehicles

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

Gordon, TX

2017 Chevrolet Tahoe Fleet

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

2017 Chevrolet Tahoe Fleet

Eastland, TX

UnscoredLimited · 12
$12,995189,663 mi

Comparison: 12 similar vehicles

Eastland, TX

2014 Chevrolet Tahoe Fleet

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

2014 Chevrolet Tahoe Fleet

Eastland, TX

UnscoredLimited · 9
$12,995124,158 mi

Comparison: 9 similar vehicles

Eastland, TX

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Eastland, TX

Fair PriceLimited · 18
$13,000119,826 mi

Market: $12,500 – $18,995

Comparison: 18 similar vehicles

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

Eastland, TX

2021 Volkswagen Atlas SE w/Tech

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

2021 Volkswagen Atlas SE w/Tech

Mineral Wells, TX

UnscoredModerate · 46
$14,625129,828 mi

Comparison: 46 similar vehicles

Mineral Wells, TX

2020 Jaguar F-Pace Premium

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

2020 Jaguar F-Pace Premium

Mineral Wells, TX

UnscoredLimited · 5
$15,00890,729 mi

Comparison: 5 similar vehicles

Mineral Wells, TX

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Mineral Wells, TX

UnscoredInsufficient · 0
$15,29751,115 mi

Mineral Wells, TX

2016 Chevrolet Tahoe Fleet

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

2016 Chevrolet Tahoe Fleet

Eastland, TX

OverpricedLimited · 11
$15,995109,537 mi

Market: $12,499 – $14,999

Comparison: 11 similar vehicles

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

Eastland, TX

2019 Subaru Ascent Limited

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

2019 Subaru Ascent Limited

Jacksboro, TX

Fair PriceModerate · 20
$16,22092,010 mi

Market: $12,995 – $22,590

Comparison: 20 similar vehicles

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

Jacksboro, TX

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Breckenridge, TX

Fair PriceRobust · 57
$17,21277,309 mi

Market: $11,900 – $25,995

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Breckenridge, TX

2025 Mitsubishi Outlander Sport ES

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

2025 Mitsubishi Outlander Sport ES

Graham, TX

Fair PriceLimited · 17
$18,62532,551 mi

Market: $17,441 – $20,259

Comparison: 17 similar vehicles

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

Graham, TX

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Jacksboro, TX

UnscoredInsufficient · 0
$18,71734,034 mi

Jacksboro, TX

2024 Ford Escape Active

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

2024 Ford Escape Active

Gordon, TX

Fair PriceModerate · 31
$18,92559,728 mi

Market: $16,246 – $20,192

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Gordon, TX

2025 Nissan Kicks SV AWD

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

2025 Nissan Kicks SV AWD

Graham, TX

UnscoredInsufficient · 0
$19,22558,302 mi

Graham, TX

2022 GMC Acadia SLE

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

2022 GMC Acadia SLE

Eastland, TX

Fair PriceLimited · 16
$19,72569,981 mi

Market: $18,403 – $22,548

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Eastland, TX

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Eastland, TX

Fair PriceModerate · 43
$19,72561,396 mi

Market: $14,980 – $23,145

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Eastland, 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

Eastland, TX

Fair PriceRobust · 56
$19,78385,435 mi

Market: $14,721 – $23,174

Comparison: 56 similar vehicles

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

Eastland, TX

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Mineral Wells, TX

UnscoredInsufficient · 3
$19,99561,449 mi

Comparison: 3 similar vehicles

Mineral Wells, TX

2024 Jeep Compass Latitude Lux

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

2024 Jeep Compass Latitude Lux

Jacksboro, TX

UnscoredInsufficient · 0
$20,03658,975 mi

Jacksboro, TX

2020 GMC Acadia SLE

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

2020 GMC Acadia SLE

Mineral Wells, TX

Fair PriceLimited · 11
$20,13761,978 mi

Market: $10,495 – $20,396

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Mineral Wells, TX

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Jacksboro, TX

UnscoredInsufficient · 3
$20,17691,157 mi

Comparison: 3 similar vehicles

Jacksboro, TX

2021 Nissan Rogue Platinum

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

2021 Nissan Rogue Platinum

Breckenridge, TX

Fair PriceRobust · 50
$20,21563,760 mi

Market: $16,788 – $22,998

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1407 days listed (based on current market benchmarks)

Breckenridge, TX

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Breckenridge, TX

Fair PriceRobust · 60
$20,21589,368 mi

Market: $8,900 – $24,145

Comparison: 60 similar vehicles

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

Breckenridge, TX

2022 Hyundai Santa Fe SEL

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

2022 Hyundai Santa Fe SEL

Breckenridge, TX

Fair PriceLimited · 14
$20,22252,428 mi

Market: $19,200 – $22,724

Comparison: 14 similar vehicles

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

Breckenridge, TX

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Eastland, TX

UnscoredInsufficient · 0
$20,47554,624 mi

Eastland, 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

Mineral Wells, TX

UnscoredInsufficient · 3
$20,49541,356 mi

Comparison: 3 similar vehicles

Mineral Wells, TX

2024 Chevrolet Equinox Premier

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

2024 Chevrolet Equinox Premier

Graham, TX

Fair PriceModerate · 26
$20,62586,664 mi

Market: $20,299 – $29,644

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Graham, TX

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Gordon, TX

Fair PriceModerate · 27
$20,92539,069 mi

Market: $14,900 – $23,663

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Gordon, TX

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Graham, TX

Fair PriceRobust · 52
$20,92572,465 mi

Market: $17,900 – $27,647

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Graham, 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

Gordon, TX

UnscoredInsufficient · 3
$20,92593,537 mi

Comparison: 3 similar vehicles

Gordon, TX

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Mineral Wells, TX

UnscoredInsufficient · 4
$20,99592,336 mi

Comparison: 4 similar vehicles

Mineral Wells, TX

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Breckenridge, TX

Fair PriceModerate · 20
$21,01252,080 mi

Market: $16,999 – $21,067

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Breckenridge, TX

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Eastland, TX

Fair PriceRobust · 56
$21,22352,344 mi

Market: $16,760 – $24,995

Comparison: 56 similar vehicles

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

Eastland, TX

2023 Ford Escape ST-Line Elite

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

2023 Ford Escape ST-Line Elite

Graham, TX

UnscoredInsufficient · 0
$21,22557,351 mi

Graham, TX

2023 Jeep Compass Trailhawk

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

2023 Jeep Compass Trailhawk

Eastland, TX

UnscoredInsufficient · 0
$21,22567,077 mi

Eastland, TX

2020 Jeep Wrangler Unlimited Willys Sport

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

2020 Jeep Wrangler Unlimited Willys Sport

Eastland, TX

UnscoredInsufficient · 0
$21,22593,238 mi

Eastland, TX

2022 Lincoln Nautilus Reserve

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

2022 Lincoln Nautilus Reserve

Eastland, TX

Fair PriceLimited · 12
$21,50082,522 mi

Market: $22,098 – $29,952

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 72 days listed (based on current market benchmarks)

Eastland, TX

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Graham, TX

Fair PriceRobust · 136
$21,62545,557 mi

Market: $18,590 – $23,173

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Graham, TX

2023 Chevrolet Equinox RS

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

2023 Chevrolet Equinox RS

Eastland, TX

UnscoredLimited · 9
$21,72547,712 mi

Comparison: 9 similar vehicles

Eastland, 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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