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

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

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

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

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

Market snapshot · November 11, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

193 listings found

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Fort Wright, KY

Fair PriceLimited · 11
$12,097114,460 mi

Market: $4,980 – $16,195

Comparison: 11 similar vehicles

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

Fort Wright, KY

2006 Toyota Tacoma Base

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

2006 Toyota Tacoma Base

Fort Wright, KY

Unscored
$13,543186,268 mi

Comparison: 27 similar vehicles

Fort Wright, KY

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Fort Wright, KY

Unscored
$13,578140,009 mi

Comparison: 71 similar vehicles

Fort Wright, KY

2021 Kia Seltos EX

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

2021 Kia Seltos EX

Fort Wright, KY

Fair PriceRobust · 59
$13,58597,066 mi

Market: $12,500 – $17,990

Comparison: 59 similar vehicles

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

Fort Wright, KY

2018 Dodge Durango GT

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

2018 Dodge Durango GT

Fort Wright, KY

Unscored
$14,023149,674 mi

Comparison: 89 similar vehicles

Fort Wright, KY

2011 Lexus RX 350

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

2011 Lexus RX 350

Fort Wright, KY

Fair PriceLimited · 17
$14,318107,355 mi

Market: $7,995 – $16,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Fort Wright, KY

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Fort Wright, KY

OverpricedModerate · 20
$14,56383,112 mi

Market: $5,995 – $13,907

Comparison: 20 similar vehicles

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

Fort Wright, KY

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Fort Wright, KY

Fair PriceLimited · 18
$14,720103,935 mi

Market: $8,495 – $17,500

Comparison: 18 similar vehicles

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

Fort Wright, KY

2013 Lexus ES 350

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

2013 Lexus ES 350

Fort Wright, KY

UnscoredInsufficient · 4
$15,51393,350 mi

Comparison: 4 similar vehicles

Fort Wright, KY

2011 Lexus LS Base

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

2011 Lexus LS Base

Fort Wright, KY

UnscoredInsufficient · 3
$16,060126,116 mi

Comparison: 3 similar vehicles

Fort Wright, KY

2016 Honda Pilot Touring

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

2016 Honda Pilot Touring

Fort Wright, KY

Unscored
$16,623130,736 mi

Comparison: 25 similar vehicles

Fort Wright, KY

2020 Jeep Cherokee Latitude

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

2020 Jeep Cherokee Latitude

Fort Wright, KY

Fair PriceLimited · 13
$17,23154,560 mi

Market: $15,900 – $17,594

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Fort Wright, KY

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Fort Wright, KY

Unscored
$17,49163,289 mi

Comparison: 8 similar vehicles

Fort Wright, KY

2022 Chevrolet Trailblazer RS

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

2022 Chevrolet Trailblazer RS

Fort Wright, KY

Unscored
$17,56092,027 mi

Comparison: 22 similar vehicles

Fort Wright, KY

2016 Toyota Highlander Limited

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

2016 Toyota Highlander Limited

Fort Wright, KY

UnscoredInsufficient · 4
$20,595129,795 mi

Comparison: 4 similar vehicles

Fort Wright, KY

2016 Lexus NX 200t

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

2016 Lexus NX 200t

Fort Wright, KY

Unscored
$21,05179,288 mi

Comparison: 23 similar vehicles

Fort Wright, KY

2023 Volkswagen Tiguan SE R-LINE BLACK

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

2023 Volkswagen Tiguan SE R-LINE BLACK

Fort Wright, KY

Unscored
$21,43750,604 mi

Comparison: 15 similar vehicles

Fort Wright, KY

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

Fort Wright, KY

Fair PriceLimited · 10
$22,35253,866 mi

Market: $12,000 – $24,590

Comparison: 10 similar vehicles

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

Fort Wright, KY

2015 Lexus RX F Sport

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

2015 Lexus RX F Sport

Fort Wright, KY

UnscoredInsufficient · 4
$22,38593,462 mi

Comparison: 4 similar vehicles

Fort Wright, KY

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Fort Wright, KY

Fair PriceRobust · 73
$24,505109,559 mi

Market: $18,021 – $24,648

Comparison: 73 similar vehicles

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

Fort Wright, KY

2022 Jeep Wrangler Sport S

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

2022 Jeep Wrangler Sport S

Fort Wright, KY

Unscored
$25,45339,424 mi

Comparison: 6 similar vehicles

Fort Wright, KY

2020 Toyota Camry XSE

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

2020 Toyota Camry XSE

Fort Wright, KY

Fair PriceModerate · 33
$25,59187,137 mi

Market: $17,689 – $27,047

Comparison: 33 similar vehicles

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

Fort Wright, KY

2019 Lexus RX 350

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

2019 Lexus RX 350

Fort Wright, KY

Fair PriceModerate · 34
$26,308111,240 mi

Market: $24,598 – $31,393

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Fort Wright, KY

2021 Honda Odyssey Touring

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

2021 Honda Odyssey Touring

Fort Wright, KY

Fair PriceModerate · 41
$26,750100,665 mi

Market: $22,995 – $34,715

Comparison: 41 similar vehicles

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

Fort Wright, KY

2019 Lexus ES Hybrid 300h Luxury

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

2019 Lexus ES Hybrid 300h Luxury

Fort Wright, KY

OverpricedLimited · 16
$28,52585,698 mi

Market: $25,800 – $27,939

Comparison: 16 similar vehicles

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

Fort Wright, KY

2021 Mercedes-Benz GLE GLE350

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

2021 Mercedes-Benz GLE GLE350

Fort Wright, KY

Fair PriceModerate · 42
$29,24865,484 mi

Market: $23,273 – $32,445

Comparison: 42 similar vehicles

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

Fort Wright, KY

2019 Toyota Highlander Limited

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

2019 Toyota Highlander Limited

Fort Wright, KY

UnscoredInsufficient · 0
$29,58359,870 mi

Fort Wright, KY

2025 Hyundai Sonata Hybrid Limited

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

2025 Hyundai Sonata Hybrid Limited

Fort Wright, KY

UnscoredInsufficient · 0
$30,11619,397 mi

Fort Wright, KY

2024 Toyota Camry XSE

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

2024 Toyota Camry XSE

Fort Wright, KY

UnscoredInsufficient · 0
$30,34619,099 mi

Fort Wright, KY

2024 Toyota RAV4 XLE

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

2024 Toyota RAV4 XLE

Fort Wright, KY

Unscored
$32,20834,096 mi

Comparison: 5 similar vehicles

Fort Wright, KY

2024 BMW 3 Series 330i

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

2024 BMW 3 Series 330i

Fort Wright, KY

UnscoredInsufficient · 3
$32,55325,818 mi

Comparison: 3 similar vehicles

Fort Wright, KY

2023 Toyota Highlander Platinum

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

2023 Toyota Highlander Platinum

Fort Wright, KY

Unscored
$33,31693,404 mi

Comparison: 6 similar vehicles

Fort Wright, KY

2021 Porsche Macan Base

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

2021 Porsche Macan Base

Fort Wright, KY

Unscored
$34,29647,936 mi

Comparison: 9 similar vehicles

Fort Wright, KY

2022 Ford Bronco 4-Door Badlands

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

2022 Ford Bronco 4-Door Badlands

Fort Wright, KY

Unscored
$34,90249,066 mi

Comparison: 9 similar vehicles

Fort Wright, KY

2024 Lexus UX Hybrid 250h Premium

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

2024 Lexus UX Hybrid 250h Premium

Fort Wright, KY

UnscoredInsufficient · 0
$35,38136,616 mi

Fort Wright, KY

2023 Lexus UX Hybrid 250h F Sport Design

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

2023 Lexus UX Hybrid 250h F Sport Design

Fort Wright, KY

UnscoredInsufficient · 0
$35,52335,262 mi

Fort Wright, KY

2025 Audi New A5 Premium

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

2025 Audi New A5 Premium

Fort Wright, KY

Fair PriceModerate · 20
$36,56210,000 mi

Market: $35,693 – $45,383

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Fort Wright, KY

2023 Lexus ES 350

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

2023 Lexus ES 350

Fort Wright, KY

UnscoredInsufficient · 0
$36,92447,104 mi

Fort Wright, KY

2019 Lexus LS Base

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

2019 Lexus LS Base

Fort Wright, KY

Unscored
$37,14974,675 mi

Comparison: 5 similar vehicles

Fort Wright, KY

2024 Lexus UX Hybrid 250h

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

2024 Lexus UX Hybrid 250h

Fort Wright, KY

UnscoredInsufficient · 3
$37,55815,993 mi

Comparison: 3 similar vehicles

Fort Wright, KY

2026 Hyundai Tucson Limited

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

2026 Hyundai Tucson Limited

Fort Wright, KY

Fair PriceRobust · 68
$37,6232,948 mi

Market: $33,990 – $44,736

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Fort Wright, KY

2023 Ford Bronco 4-Door Outer Banks

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

2023 Ford Bronco 4-Door Outer Banks

Fort Wright, KY

Fair PriceModerate · 35
$39,36521,450 mi

Market: $38,995 – $44,483

Comparison: 35 similar vehicles

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

Fort Wright, KY

2024 Acura MDX Technology Package

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

2024 Acura MDX Technology Package

Fort Wright, KY

Fair PriceModerate · 23
$39,75451,543 mi

Market: $37,897 – $41,083

Comparison: 23 similar vehicles

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

Fort Wright, KY

2024 Lexus NX 350

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

2024 Lexus NX 350

Fort Wright, KY

Fair PriceRobust · 56
$40,27735,714 mi

Market: $35,900 – $45,294

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Fort Wright, KY

2021 Ford F-150 Limited

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

2021 Ford F-150 Limited

Fort Wright, KY

UnscoredInsufficient · 0
$44,26141,528 mi

Fort Wright, KY

2025 Lexus RX 350

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

2025 Lexus RX 350

Fort Wright, KY

Unscored
$46,58530,589 mi

Comparison: 26 similar vehicles

Fort Wright, KY

2024 Lexus RX 350

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

2024 Lexus RX 350

Fort Wright, KY

Unscored
$47,08133,923 mi

Comparison: 5 similar vehicles

Fort Wright, KY

2026 Lexus NX 350

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

2026 Lexus NX 350

Fort Wright, KY

Fair PriceRobust · 144
$47,529Mileage not verified

Market: $46,919 – $60,976

Comparison: 144 similar vehicles

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

Fort Wright, KY

2026 Lexus UX Hybrid 300h Premium

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

2026 Lexus UX Hybrid 300h Premium

Fort Wright, KY

Fair PriceLimited · 11
$47,575Mileage not verified

Market: $44,576 – $48,046

Comparison: 11 similar vehicles

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

Fort Wright, KY

2026 Lexus NX 350

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

2026 Lexus NX 350

Fort Wright, KY

Fair PriceRobust · 144
$47,989Mileage not verified

Market: $46,919 – $60,976

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Fort Wright, KY

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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