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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 12, 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

118 listings found

2007 Ford Expedition Limited

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

2007 Ford Expedition Limited

Barboursville, WV

Unscored
$7,500276,175 mi

Comparison: 11 similar vehicles

Barboursville, WV

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Barboursville, WV

Unscored
$7,999135,294 mi

Comparison: 8 similar vehicles

Barboursville, WV

2014 Lincoln Navigator Base

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

2014 Lincoln Navigator Base

Barboursville, WV

Unscored
$8,900217,936 mi

Comparison: 6 similar vehicles

Barboursville, WV

2010 Lincoln Town Car Signature Limited

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

2010 Lincoln Town Car Signature Limited

Barboursville, WV

UnscoredInsufficient · 0
$8,995129,321 mi

Barboursville, WV

2010 Jeep Liberty Renegade

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

2010 Jeep Liberty Renegade

Barboursville, WV

UnscoredInsufficient · 0
$8,999128,153 mi

Barboursville, WV

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Barboursville, WV

Unscored
$10,900145,054 mi

Comparison: 111 similar vehicles

Barboursville, WV

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Barboursville, WV

Unscored
$12,90096,320 mi

Comparison: 7 similar vehicles

Barboursville, WV

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Barboursville, WV

Unscored
$12,999166,285 mi

Comparison: 7 similar vehicles

Barboursville, WV

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Barboursville, WV

Unscored
$12,999214,328 mi

Comparison: 30 similar vehicles

Barboursville, WV

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Barboursville, WV

Fair PriceRobust · 258
$16,00093,429 mi

Market: $8,296 – $19,900

Comparison: 258 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 428 days listed (based on current market benchmarks)

Barboursville, WV

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Barboursville, WV

Unscored
$17,73656,767 mi

Comparison: 10 similar vehicles

Barboursville, WV

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Barboursville, WV

Fair PriceLimited · 10
$17,86050,292 mi

Market: $17,736 – $19,694

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Barboursville, WV

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Barboursville, WV

Fair PriceRobust · 67
$17,999111,468 mi

Market: $15,993 – $21,596

Comparison: 67 similar vehicles

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

Barboursville, WV

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

Barboursville, WV

Unscored
$18,900140,971 mi

Comparison: 18 similar vehicles

Barboursville, WV

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Barboursville, WV

Fair PriceRobust · 80
$19,52670,865 mi

Market: $16,943 – $21,393

Comparison: 80 similar vehicles

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

Barboursville, WV

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Barboursville, WV

Unscored
$19,900155,896 mi

Comparison: 67 similar vehicles

Barboursville, WV

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Barboursville, WV

Unscored
$20,23343,503 mi

Comparison: 14 similar vehicles

Barboursville, WV

2025 Kia Soul S

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

2025 Kia Soul S

Barboursville, WV

UnscoredInsufficient · 0
$20,7898,308 mi

Barboursville, WV

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Barboursville, WV

UnscoredInsufficient · 3
$21,50653,199 mi

Comparison: 3 similar vehicles

Barboursville, WV

2017 Toyota Tacoma TRD Off Road

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

2017 Toyota Tacoma TRD Off Road

Barboursville, WV

Unscored
$21,900190,730 mi

Comparison: 95 similar vehicles

Barboursville, WV

2024 Kia Soul GT-Line

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

2024 Kia Soul GT-Line

Barboursville, WV

Fair PriceRobust · 54
$21,95626,270 mi

Market: $18,714 – $21,989

Comparison: 54 similar vehicles

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

Barboursville, WV

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Barboursville, WV

UnscoredInsufficient · 3
$22,24810,508 mi

Comparison: 3 similar vehicles

Barboursville, WV

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Barboursville, WV

UnscoredInsufficient · 4
$22,38028,773 mi

Comparison: 4 similar vehicles

Barboursville, WV

2025 Ford Escape Active

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

2025 Ford Escape Active

Barboursville, WV

Fair PriceModerate · 43
$22,38724,659 mi

Market: $17,995 – $25,900

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Barboursville, WV

2023 Kia Sorento X-Line S

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

2023 Kia Sorento X-Line S

Barboursville, WV

Fair PriceModerate · 35
$23,86178,786 mi

Market: $20,448 – $26,075

Comparison: 35 similar vehicles

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

Barboursville, WV

2024 Kia K5 GT-Line

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

2024 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 57
$25,64033,755 mi

Market: $22,848 – $27,604

Comparison: 57 similar vehicles

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

Barboursville, WV

2021 Jeep Wrangler Unlimited Willys

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

2021 Jeep Wrangler Unlimited Willys

Barboursville, WV

UnscoredInsufficient · 3
$26,62835,214 mi

Comparison: 3 similar vehicles

Barboursville, WV

2023 GMC Acadia AT4

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

2023 GMC Acadia AT4

Barboursville, WV

Fair PriceModerate · 27
$28,78052,088 mi

Market: $26,502 – $36,000

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Barboursville, WV

2025 Kia Sorento EX

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

2025 Kia Sorento EX

Barboursville, WV

Fair PriceLimited · 10
$28,81848,349 mi

Market: $28,806 – $29,946

Comparison: 10 similar vehicles

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

Barboursville, WV

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Barboursville, WV

Unscored
$29,01652,022 mi

Comparison: 8 similar vehicles

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$29,169Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$29,169Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$29,179Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$29,179Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$29,191Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Barboursville, WV

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Barboursville, WV

Fair PriceRobust · 76
$29,23427,478 mi

Market: $24,753 – $29,900

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$29,470Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Barboursville, WV

2025 Hyundai Santa Fe SEL

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

2025 Hyundai Santa Fe SEL

Barboursville, WV

UnscoredInsufficient · 3
$29,83325,983 mi

Comparison: 3 similar vehicles

Barboursville, WV

2025 Hyundai Palisade SEL

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

2025 Hyundai Palisade SEL

Barboursville, WV

UnscoredInsufficient · 3
$29,90840,598 mi

Comparison: 3 similar vehicles

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$29,929Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Barboursville, WV

Unscored
$30,167Mileage not verified

Comparison: 9 similar vehicles

Barboursville, WV

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Barboursville, WV

Fair PriceLimited · 10
$30,167Mileage not verified

Market: $30,519 – $34,120

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 125 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Barboursville, WV

Fair PriceLimited · 10
$30,519Mileage not verified

Market: $30,167 – $34,120

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Barboursville, WV

Unscored
$30,565Mileage not verified

Comparison: 9 similar vehicles

Barboursville, WV

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Barboursville, WV

Fair PriceLimited · 10
$30,958Mileage not verified

Market: $30,167 – $34,120

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$30,990Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Barboursville, WV

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

Barboursville, WV

Fair PriceModerate · 28
$31,17616,768 mi

Market: $29,335 – $35,978

Comparison: 28 similar vehicles

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

Barboursville, WV

2027 Kia Niro LX

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

2027 Kia Niro LX

Barboursville, WV

Fair PriceRobust · 114
$31,272Mileage not verified

Market: $29,640 – $33,589

Comparison: 114 similar vehicles

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

Barboursville, WV

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Barboursville, WV

Fair PriceRobust · 55
$31,489Mileage not verified

Market: $28,383 – $33,882

Comparison: 55 similar vehicles

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

Barboursville, WV

2026 Kia Sportage EX

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

2026 Kia Sportage EX

Barboursville, WV

Fair PriceLimited · 13
$31,657Mileage not verified

Market: $32,310 – $33,550

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 347 days listed (based on current market benchmarks)

Barboursville, WV

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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