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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 6, 2026

7.1M+

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

145 listings found

2010 Lexus IS 250

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

2010 Lexus IS 250

Wayzata, MN

UnscoredInsufficient · 0
$15,39971,627 mi

Wayzata, MN

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

Wayzata, MN

UnscoredInsufficient · 3
$16,399147,274 mi

Comparison: 3 similar vehicles

Wayzata, MN

2017 Lexus NX 200t

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

2017 Lexus NX 200t

Wayzata, MN

Unscored
$21,39999,559 mi

Comparison: 10 similar vehicles

Wayzata, MN

2016 Lexus RX 350

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

2016 Lexus RX 350

Wayzata, MN

Unscored
$21,399128,521 mi

Comparison: 10 similar vehicles

Wayzata, MN

2017 Lexus GX Base

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

2017 Lexus GX Base

Wayzata, MN

UnscoredInsufficient · 4
$22,399159,192 mi

Comparison: 4 similar vehicles

Wayzata, MN

2020 Lexus RX 350

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

2020 Lexus RX 350

Wayzata, MN

Unscored
$25,399164,181 mi

Comparison: 6 similar vehicles

Wayzata, MN

2021 Lexus GX PREMIUM

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

2021 Lexus GX PREMIUM

Wayzata, MN

UnscoredInsufficient · 0
$32,399128,111 mi

Wayzata, MN

2021 Lexus GX Base

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

2021 Lexus GX Base

Wayzata, MN

UnscoredInsufficient · 4
$33,399125,438 mi

Comparison: 4 similar vehicles

Wayzata, MN

2024 Lexus NX Hybrid 350h

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

2024 Lexus NX Hybrid 350h

Wayzata, MN

UnscoredInsufficient · 0
$39,39954,350 mi

Wayzata, MN

2024 Lexus ES 350

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

2024 Lexus ES 350

Wayzata, MN

UnscoredInsufficient · 0
$41,39944,425 mi

Wayzata, MN

2022 Lexus GX LUXURY

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

2022 Lexus GX LUXURY

Wayzata, MN

UnscoredInsufficient · 4
$41,899106,312 mi

Comparison: 4 similar vehicles

Wayzata, MN

2023 Lexus RX 350

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

2023 Lexus RX 350

Wayzata, MN

Unscored
$44,06934,203 mi

Comparison: 5 similar vehicles

Wayzata, MN

2022 Lexus ES 350 Premium

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

2022 Lexus ES 350 Premium

Wayzata, MN

UnscoredInsufficient · 0
$44,34813,998 mi

Wayzata, MN

2023 Lexus RX 350

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

2023 Lexus RX 350

Wayzata, MN

UnscoredInsufficient · 4
$44,35035,070 mi

Comparison: 4 similar vehicles

Wayzata, MN

2025 Lexus NX 350

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

2025 Lexus NX 350

Wayzata, MN

UnscoredInsufficient · 0
$44,39926,035 mi

Wayzata, MN

2025 Lexus ES 350

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

2025 Lexus ES 350

Wayzata, MN

UnscoredInsufficient · 0
$46,3998,244 mi

Wayzata, MN

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

Wayzata, MN

UnscoredInsufficient · 0
$46,759144 mi

Wayzata, MN

2025 Lexus ES 350 Luxury

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

2025 Lexus ES 350 Luxury

Wayzata, MN

UnscoredInsufficient · 0
$47,39922,032 mi

Wayzata, MN

2024 Lexus IS 350 F SPORT

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

2024 Lexus IS 350 F SPORT

Wayzata, MN

UnscoredInsufficient · 0
$47,75038,376 mi

Wayzata, MN

2022 Lexus GX PREMIUM

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

2022 Lexus GX PREMIUM

Wayzata, MN

UnscoredInsufficient · 0
$47,95042,184 mi

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Unscored
$48,3998,777 mi

Comparison: 7 similar vehicles

Wayzata, MN

2023 Lexus RC 350 F SPORT

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

2023 Lexus RC 350 F SPORT

Wayzata, MN

UnscoredInsufficient · 0
$49,89926,979 mi

Wayzata, MN

2025 Lexus TX F Sport

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

2025 Lexus TX F Sport

Wayzata, MN

UnscoredInsufficient · 0
$50,35054,562 mi

Wayzata, MN

2024 Lexus RX Hybrid 350h

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

2024 Lexus RX Hybrid 350h

Wayzata, MN

UnscoredInsufficient · 0
$50,35070,385 mi

Wayzata, MN

2024 Lexus RC 350 F SPORT

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

2024 Lexus RC 350 F SPORT

Wayzata, MN

UnscoredInsufficient · 0
$50,39933,422 mi

Wayzata, MN

2026 Lexus ES BEV 350e Premium

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

2026 Lexus ES BEV 350e Premium

Wayzata, MN

UnscoredInsufficient · 0
$50,819Mileage not verified

Wayzata, MN

2026 Lexus IS 350 F SPORT DESIGN

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

2026 Lexus IS 350 F SPORT DESIGN

Wayzata, MN

UnscoredInsufficient · 0
$51,319Mileage not verified

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 70
$51,585Mileage not verified

Market: $47,810 – $60,333

Comparison: 70 similar vehicles

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

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 70
$52,229Mileage not verified

Market: $47,810 – $60,333

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 70
$52,464Mileage not verified

Market: $47,810 – $60,333

Comparison: 70 similar vehicles

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

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 70
$52,729Mileage not verified

Market: $47,810 – $60,333

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 70
$52,885Mileage not verified

Market: $47,810 – $60,333

Comparison: 70 similar vehicles

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

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 70
$53,049Mileage not verified

Market: $47,810 – $60,333

Comparison: 70 similar vehicles

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

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 70
$53,258Mileage not verified

Market: $47,810 – $60,333

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 54
$54,229Mileage not verified

Market: $50,089 – $61,175

Comparison: 54 similar vehicles

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

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 54
$54,233Mileage not verified

Market: $50,089 – $61,175

Comparison: 54 similar vehicles

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

Wayzata, MN

2026 Lexus NX Hybrid 350h

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

2026 Lexus NX Hybrid 350h

Wayzata, MN

Fair PriceLimited · 16
$54,430Mileage not verified

Market: $53,925 – $60,185

Comparison: 16 similar vehicles

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

Wayzata, MN

2026 Lexus ES Hybrid 350h Premium

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

2026 Lexus ES Hybrid 350h Premium

Wayzata, MN

UnscoredInsufficient · 0
$54,590Mileage not verified

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 54
$54,813Mileage not verified

Market: $50,089 – $61,175

Comparison: 54 similar vehicles

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

Wayzata, MN

2026 Lexus NX 350

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

2026 Lexus NX 350

Wayzata, MN

Fair PriceRobust · 54
$54,824Mileage not verified

Market: $50,089 – $61,175

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Wayzata, MN

2026 Lexus NX Hybrid 350h

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

2026 Lexus NX Hybrid 350h

Wayzata, MN

Fair PriceLimited · 16
$55,160Mileage not verified

Market: $53,925 – $60,185

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Wayzata, MN

2027 Lexus ES Hybrid 350h Premium

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

2027 Lexus ES Hybrid 350h Premium

Wayzata, MN

UnscoredInsufficient · 0
$55,185Mileage not verified

Wayzata, MN

2024 Lexus RX 350

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

2024 Lexus RX 350

Wayzata, MN

UnscoredInsufficient · 4
$55,39913,433 mi

Comparison: 4 similar vehicles

Wayzata, MN

2023 Lexus GX PREMIUM

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

2023 Lexus GX PREMIUM

Wayzata, MN

UnscoredInsufficient · 0
$55,39947,297 mi

Wayzata, MN

2026 Lexus ES Hybrid 350h Premium AWD

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

2026 Lexus ES Hybrid 350h Premium AWD

Wayzata, MN

Unscored
$55,413118 mi

Comparison: 9 similar vehicles

Wayzata, MN

2026 Lexus ES BEV 500e Premium AWD

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

2026 Lexus ES BEV 500e Premium AWD

Wayzata, MN

UnscoredInsufficient · 0
$55,613Mileage not verified

Wayzata, MN

2026 Lexus ES Hybrid 350h Premium AWD

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

2026 Lexus ES Hybrid 350h Premium AWD

Wayzata, MN

Unscored
$55,944Mileage not verified

Comparison: 9 similar vehicles

Wayzata, MN

2026 Lexus RX 350

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

2026 Lexus RX 350

Wayzata, MN

Great DealRobust · 56
$55,965Mileage not verified

Market: $58,435 – $69,539

Comparison: 56 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Wayzata, MN

2026 Lexus ES Hybrid 350h Premium AWD

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

2026 Lexus ES Hybrid 350h Premium AWD

Wayzata, MN

Unscored
$56,074Mileage not verified

Comparison: 9 similar vehicles

Wayzata, MN

2026 Lexus ES Hybrid 350h Premium AWD

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

2026 Lexus ES Hybrid 350h Premium AWD

Wayzata, MN

Unscored
$56,175Mileage not verified

Comparison: 9 similar vehicles

Wayzata, MN

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 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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