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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

68 listings found

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Logan, WV

Fair PriceRobust · 147
$16,37496,043 mi

Market: $11,934 – $20,995

Comparison: 147 similar vehicles

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

Logan, WV

2023 Nissan Kicks S

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

2023 Nissan Kicks S

Logan, WV

Fair PriceModerate · 39
$17,42991,069 mi

Market: $9,900 – $20,195

Comparison: 39 similar vehicles

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

Logan, WV

2024 Toyota Corolla Cross L

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

2024 Toyota Corolla Cross L

Logan, WV

UnscoredInsufficient · 0
$24,87441,379 mi

Logan, WV

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Logan, WV

UnscoredLimited · 7
$25,32563,318 mi

Comparison: 7 similar vehicles

Logan, WV

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Logan, WV

UnscoredLimited · 6
$25,87471,042 mi

Comparison: 6 similar vehicles

Logan, WV

2020 Toyota Highlander XLE

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

2020 Toyota Highlander XLE

Logan, WV

UnscoredLimited · 8
$28,57483,207 mi

Comparison: 8 similar vehicles

Logan, WV

2022 Jeep Grand Cherokee L Limited

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

2022 Jeep Grand Cherokee L Limited

Logan, WV

Fair PriceRobust · 160
$28,58792,532 mi

Market: $19,999 – $32,015

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Logan, WV

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Logan, WV

OverpricedModerate · 25
$29,32530,361 mi

Market: $18,447 – $22,389

Comparison: 25 similar vehicles

Priced ~31% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Logan, WV

OverpricedRobust · 290
$29,57433,251 mi

Market: $20,199 – $28,450

Comparison: 290 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Logan, WV

UnscoredInsufficient · 0
$30,32554,166 mi

Logan, WV

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Logan, WV

OverpricedModerate · 29
$30,32553,128 mi

Market: $20,999 – $27,387

Comparison: 29 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Logan, WV

Fair PriceLimited · 13
$30,42977,245 mi

Market: $24,264 – $32,118

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Logan, WV

2025 Mitsubishi Outlander ES

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

2025 Mitsubishi Outlander ES

Logan, WV

OverpricedModerate · 24
$32,3253,457 mi

Market: $26,000 – $26,899

Comparison: 24 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2024 Kia Sportage SX Prestige

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

2024 Kia Sportage SX Prestige

Logan, WV

Fair PriceRobust · 59
$32,35943,934 mi

Market: $26,089 – $33,500

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Logan, WV

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Logan, WV

UnscoredInsufficient · 4
$32,68699,236 mi

Comparison: 4 similar vehicles

Logan, WV

2025 Toyota RAV4 LE

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

2025 Toyota RAV4 LE

Logan, WV

Fair PriceRobust · 167
$33,57420,613 mi

Market: $27,998 – $34,644

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Logan, WV

2024 Kia Carnival EX

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

2024 Kia Carnival EX

Logan, WV

Fair PriceRobust · 84
$34,69439,366 mi

Market: $31,499 – $34,872

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Logan, WV

2024 Honda CR-V Sport Touring

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

2024 Honda CR-V Sport Touring

Logan, WV

Fair PriceLimited · 14
$35,17455,442 mi

Market: $33,259 – $36,370

Comparison: 14 similar vehicles

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

Logan, WV

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Logan, WV

OverpricedRobust · 158
$35,32583,958 mi

Market: $18,990 – $32,400

Comparison: 158 similar vehicles

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

Logan, WV

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Logan, WV

UnscoredInsufficient · 0
$35,32515,978 mi

Logan, WV

2023 Buick Envision Essence

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

2023 Buick Envision Essence

Logan, WV

OverpricedRobust · 106
$35,32530,008 mi

Market: $23,277 – $32,900

Comparison: 106 similar vehicles

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

Logan, WV

2022 GMC Canyon Elevation

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

2022 GMC Canyon Elevation

Logan, WV

Fair PriceModerate · 39
$35,32570,824 mi

Market: $19,191 – $35,959

Comparison: 39 similar vehicles

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

Logan, WV

2023 Hyundai Santa Fe Calligraphy

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

2023 Hyundai Santa Fe Calligraphy

Logan, WV

UnscoredInsufficient · 3
$36,47514,222 mi

Comparison: 3 similar vehicles

Logan, WV

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Logan, WV

UnscoredInsufficient · 3
$36,574Mileage not verified

Comparison: 3 similar vehicles

Logan, WV

2023 Toyota Tacoma SR5

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

2023 Toyota Tacoma SR5

Logan, WV

OverpricedRobust · 71
$38,57458,342 mi

Market: $29,999 – $38,499

Comparison: 71 similar vehicles

Logan, WV

2023 Toyota Highlander XLE

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

2023 Toyota Highlander XLE

Logan, WV

UnscoredInsufficient · 3
$39,57442,325 mi

Comparison: 3 similar vehicles

Logan, WV

2020 Chevrolet Silverado 1500 LT Trail Boss

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

2020 Chevrolet Silverado 1500 LT Trail Boss

Logan, WV

UnscoredInsufficient · 3
$40,32591,372 mi

Comparison: 3 similar vehicles

Logan, WV

2026 Chevrolet Silverado 1500 LT

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

2026 Chevrolet Silverado 1500 LT

Logan, WV

Fair PriceRobust · 58
$40,57421,373 mi

Market: $37,599 – $50,538

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Logan, WV

2025 Toyota RAV4 XLE Premium

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

2025 Toyota RAV4 XLE Premium

Logan, WV

Fair PriceRobust · 105
$40,57422,715 mi

Market: $33,200 – $42,484

Comparison: 105 similar vehicles

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

Logan, WV

2024 Toyota Highlander XLE

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

2024 Toyota Highlander XLE

Logan, WV

Fair PriceModerate · 32
$40,57410,942 mi

Market: $38,154 – $42,398

Comparison: 32 similar vehicles

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

Logan, WV

2026 Honda CR-V Sport Touring

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

2026 Honda CR-V Sport Touring

Logan, WV

Fair PriceRobust · 225
$42,4295,898 mi

Market: $39,538 – $44,578

Comparison: 225 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Logan, WV

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Logan, WV

Fair PriceRobust · 258
$42,55933,118 mi

Market: $17,700 – $44,891

Comparison: 258 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Logan, WV

2023 Ford Bronco 4-Door Big Bend

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

2023 Ford Bronco 4-Door Big Bend

Logan, WV

OverpricedModerate · 33
$42,56032,703 mi

Market: $36,500 – $40,644

Comparison: 33 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2023 Chevrolet Silverado 1500 LT

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

2023 Chevrolet Silverado 1500 LT

Logan, WV

UnscoredInsufficient · 3
$44,32545,110 mi

Comparison: 3 similar vehicles

Logan, WV

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Logan, WV

Fair PriceModerate · 22
$44,69824,047 mi

Market: $36,068 – $53,463

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Logan, WV

2024 Toyota Highlander XSE

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

2024 Toyota Highlander XSE

Logan, WV

UnscoredInsufficient · 0
$45,32554,199 mi

Logan, WV

2026 Toyota Camry XSE

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

2026 Toyota Camry XSE

Logan, WV

UnscoredInsufficient · 4
$45,992Mileage not verified

Comparison: 4 similar vehicles

Logan, WV

2024 Toyota Grand Highlander Limited

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

2024 Toyota Grand Highlander Limited

Logan, WV

Fair PriceModerate · 32
$46,57438,863 mi

Market: $44,554 – $53,497

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Logan, WV

2023 GMC Sierra 1500 Elevation

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

2023 GMC Sierra 1500 Elevation

Logan, WV

UnscoredLimited · 5
$46,69831,733 mi

Comparison: 5 similar vehicles

Logan, WV

2023 GMC Sierra 1500 Elevation

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

2023 GMC Sierra 1500 Elevation

Logan, WV

OverpricedModerate · 43
$46,69843,696 mi

Market: $33,394 – $44,796

Comparison: 43 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2024 Nissan Titan SV

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

2024 Nissan Titan SV

Logan, WV

OverpricedModerate · 29
$47,32514,197 mi

Market: $37,533 – $44,094

Comparison: 29 similar vehicles

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

Logan, WV

2023 Lincoln Aviator Base

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

2023 Lincoln Aviator Base

Logan, WV

OverpricedModerate · 29
$47,32563,803 mi

Market: $21,900 – $35,750

Comparison: 29 similar vehicles

Priced ~32% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2024 Chevrolet Silverado 1500 LTZ

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

2024 Chevrolet Silverado 1500 LTZ

Logan, WV

Fair PriceRobust · 93
$47,59868,228 mi

Market: $34,398 – $47,626

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Logan, WV

2022 RAM 2500 Pickup Power Wagon

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

2022 RAM 2500 Pickup Power Wagon

Logan, WV

OverpricedLimited · 16
$47,68787,245 mi

Market: $37,999 – $45,569

Comparison: 16 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Logan, WV

UnscoredLimited · 8
$48,42915,122 mi

Comparison: 8 similar vehicles

Logan, WV

2023 Chevrolet Silverado 1500 LT Trail Boss

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

2023 Chevrolet Silverado 1500 LT Trail Boss

Logan, WV

OverpricedRobust · 52
$49,32547,531 mi

Market: $35,489 – $47,799

Comparison: 52 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Logan, WV

2024 Toyota Grand Highlander Limited

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

2024 Toyota Grand Highlander Limited

Logan, WV

UnscoredInsufficient · 0
$49,57416,694 mi

Logan, WV

2024 Toyota Tundra Limited

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

2024 Toyota Tundra Limited

Logan, WV

Fair PriceRobust · 91
$49,57448,347 mi

Market: $44,995 – $52,286

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Logan, WV

2024 Chevrolet Traverse Z71

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

2024 Chevrolet Traverse Z71

Logan, WV

UnscoredInsufficient · 4
$50,32551,970 mi

Comparison: 4 similar vehicles

Logan, WV

2025 Toyota Tacoma TRD Off Road

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

2025 Toyota Tacoma TRD Off Road

Logan, WV

UnscoredLimited · 6
$50,37520,214 mi

Comparison: 6 similar vehicles

Logan, WV

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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