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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 13, 2026

7.2M+

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

50 listings found

2008 Lexus IS 250

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

2008 Lexus IS 250

Auburn, WA

Unscored
$5,499146,000 mi

Comparison: 8 similar vehicles

Auburn, WA

2007 Lexus ES 350

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

2007 Lexus ES 350

Auburn, WA

Unscored
$5,550197,400 mi

Comparison: 11 similar vehicles

Auburn, WA

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Auburn, WA

Unscored
$6,750143,343 mi

Comparison: 6 similar vehicles

Auburn, WA

2010 Lexus RX 450h

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

2010 Lexus RX 450h

Auburn, WA

Unscored
$7,550231,740 mi

Comparison: 9 similar vehicles

Auburn, WA

2014 Lexus ES 300h

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

2014 Lexus ES 300h

Auburn, WA

UnscoredInsufficient · 0
$7,995189,750 mi

Auburn, WA

1995 Lexus SC

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

1995 Lexus SC

Auburn, WA

UnscoredInsufficient · 0
$8,000147,850 mi

Auburn, WA

2007 Lexus ES 350

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

2007 Lexus ES 350

Auburn, WA

Unscored
$9,049122,509 mi

Comparison: 9 similar vehicles

Auburn, WA

2010 Lexus RX 450h

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

2010 Lexus RX 450h

Auburn, WA

Unscored
$9,146169,589 mi

Comparison: 8 similar vehicles

Auburn, WA

2007 Lexus ES 350

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

2007 Lexus ES 350

Auburn, WA

OverpricedLimited · 10
$10,750137,565 mi

Market: $3,600 – $9,499

Comparison: 10 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Auburn, WA

2008 Lexus RX 350

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

2008 Lexus RX 350

Auburn, WA

Unscored
$11,500119,489 mi

Comparison: 6 similar vehicles

Auburn, WA

2010 Lexus IS 250

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

2010 Lexus IS 250

Auburn, WA

UnscoredInsufficient · 0
$11,700133,899 mi

Auburn, WA

2011 Lexus RX 350

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

2011 Lexus RX 350

Auburn, WA

Unscored
$11,995104,577 mi

Comparison: 6 similar vehicles

Auburn, WA

2014 Lexus IS 250

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

2014 Lexus IS 250

Auburn, WA

Unscored
$12,900116,689 mi

Comparison: 6 similar vehicles

Auburn, WA

2010 Lexus GX Premium

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

2010 Lexus GX Premium

Auburn, WA

UnscoredInsufficient · 0
$12,950214,256 mi

Auburn, WA

2010 Lexus RX 350

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

2010 Lexus RX 350

Auburn, WA

Fair PriceModerate · 21
$12,99585,174 mi

Market: $5,895 – $15,444

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Auburn, WA

2009 Lexus LS L

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

2009 Lexus LS L

Auburn, WA

UnscoredInsufficient · 0
$13,791115,859 mi

Auburn, WA

2008 Lexus IS 350

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

2008 Lexus IS 350

Auburn, WA

UnscoredInsufficient · 0
$13,950112,492 mi

Auburn, WA

2014 Lexus CT Base

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

2014 Lexus CT Base

Auburn, WA

UnscoredInsufficient · 4
$14,50076,624 mi

Comparison: 4 similar vehicles

Auburn, WA

2014 Lexus RX 350

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

2014 Lexus RX 350

Auburn, WA

Unscored
$14,825130,661 mi

Comparison: 5 similar vehicles

Auburn, WA

2015 Lexus CT Base

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

2015 Lexus CT Base

Auburn, WA

Fair PriceLimited · 13
$15,422114,482 mi

Market: $12,999 – $16,905

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Auburn, WA

2015 Lexus LS L

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

2015 Lexus LS L

Auburn, WA

UnscoredInsufficient · 0
$16,950166,190 mi

Auburn, WA

2018 Lexus NX 300

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

2018 Lexus NX 300

Auburn, WA

Fair PriceModerate · 22
$17,90074,598 mi

Market: $15,487 – $24,991

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 369 days listed (based on current market benchmarks)

Auburn, WA

2014 Lexus IS 250

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

2014 Lexus IS 250

Auburn, WA

Unscored
$17,980111,777 mi

Comparison: 6 similar vehicles

Auburn, WA

2013 Lexus RX 450h

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

2013 Lexus RX 450h

Auburn, WA

Unscored
$18,450109,241 mi

Comparison: 7 similar vehicles

Auburn, WA

2015 Lexus GS 350

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

2015 Lexus GS 350

Auburn, WA

Unscored
$19,700112,677 mi

Comparison: 5 similar vehicles

Auburn, WA

2015 Lexus IS 250

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

2015 Lexus IS 250

Auburn, WA

Fair PriceLimited · 10
$19,95094,530 mi

Market: $9,775 – $19,991

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Auburn, WA

2014 Lexus GS 350

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

2014 Lexus GS 350

Auburn, WA

UnscoredInsufficient · 0
$19,95084,578 mi

Auburn, WA

2011 Lexus GX Base

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

2011 Lexus GX Base

Auburn, WA

UnscoredInsufficient · 0
$19,991151,443 mi

Auburn, WA

2014 Lexus CT Base

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

2014 Lexus CT Base

Auburn, WA

UnscoredInsufficient · 4
$20,55066,944 mi

Comparison: 4 similar vehicles

Auburn, WA

2015 Lexus RC 350

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

2015 Lexus RC 350

Auburn, WA

Unscored
$21,543135,297 mi

Comparison: 7 similar vehicles

Auburn, WA

2017 Lexus GX Base

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

2017 Lexus GX Base

Auburn, WA

Unscored
$23,488148,230 mi

Comparison: 10 similar vehicles

Auburn, WA

2019 Lexus IS 300

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

2019 Lexus IS 300

Auburn, WA

Unscored
$23,92998,048 mi

Comparison: 6 similar vehicles

Auburn, WA

2021 Lexus ES 350

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

2021 Lexus ES 350

Auburn, WA

UnscoredInsufficient · 0
$24,849109,929 mi

Auburn, WA

2016 Lexus GX Base

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

2016 Lexus GX Base

Auburn, WA

UnscoredInsufficient · 4
$25,888141,001 mi

Comparison: 4 similar vehicles

Auburn, WA

2018 Lexus IS 300

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

2018 Lexus IS 300

Auburn, WA

Unscored
$25,95069,284 mi

Comparison: 7 similar vehicles

Auburn, WA

2020 Lexus NX 300 F SPORT

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

2020 Lexus NX 300 F SPORT

Auburn, WA

UnscoredInsufficient · 4
$25,99592,189 mi

Comparison: 4 similar vehicles

Auburn, WA

2018 Lexus GS 350

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

2018 Lexus GS 350

Auburn, WA

UnscoredInsufficient · 0
$27,375106,658 mi

Auburn, WA

2020 Lexus IS 300 F SPORT

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

2020 Lexus IS 300 F SPORT

Auburn, WA

UnscoredInsufficient · 0
$27,79558,622 mi

Auburn, WA

2015 Lexus GS 350

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

2015 Lexus GS 350

Auburn, WA

UnscoredInsufficient · 0
$28,55054,265 mi

Auburn, WA

2017 Lexus RX 350

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

2017 Lexus RX 350

Auburn, WA

Unscored
$28,98061,463 mi

Comparison: 6 similar vehicles

Auburn, WA

2022 Lexus ES 250

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

2022 Lexus ES 250

Auburn, WA

UnscoredInsufficient · 0
$32,92735,799 mi

Auburn, WA

2023 Lexus IS 350 F SPORT

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

2023 Lexus IS 350 F SPORT

Auburn, WA

UnscoredInsufficient · 0
$34,24584,465 mi

Auburn, WA

2020 Lexus GX PREMIUM

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

2020 Lexus GX PREMIUM

Auburn, WA

Unscored
$34,79980,198 mi

Comparison: 6 similar vehicles

Auburn, WA

2020 Lexus RX 350

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

2020 Lexus RX 350

Auburn, WA

UnscoredInsufficient · 0
$35,55848,742 mi

Auburn, WA

2021 Lexus RX 350 F SPORT

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

2021 Lexus RX 350 F SPORT

Auburn, WA

UnscoredInsufficient · 0
$37,99558,922 mi

Auburn, WA

2025 Lexus IS 350 F SPORT

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

2025 Lexus IS 350 F SPORT

Auburn, WA

UnscoredInsufficient · 0
$50,9905,470 mi

Auburn, WA

2026 Lexus ES BEV 500e Luxury AWD

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

2026 Lexus ES BEV 500e Luxury AWD

Auburn, WA

UnscoredInsufficient · 0
$57,888973 mi

Auburn, WA

2025 Lexus TX Hybrid F Sport Premium

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

2025 Lexus TX Hybrid F Sport Premium

Auburn, WA

UnscoredInsufficient · 0
$62,88831,632 mi

Auburn, WA

2024 Lexus GX Overtrail+

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

2024 Lexus GX Overtrail+

Auburn, WA

UnscoredInsufficient · 0
$78,59015,532 mi

Auburn, WA

2024 Lexus GX Luxury+

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

2024 Lexus GX Luxury+

Auburn, WA

UnscoredInsufficient · 0
$79,19731,024 mi

Auburn, WA

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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