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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

319 listings found

2010 Lexus ES 350

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

2010 Lexus ES 350

Riverside, CA

Unscored
$7,290154,777 mi

Comparison: 5 similar vehicles

Riverside, CA

2007 Lexus IS 250

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

2007 Lexus IS 250

Riverside, CA

Unscored
$7,500131,878 mi

Comparison: 12 similar vehicles

Riverside, CA

2002 Lexus SC 430

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

2002 Lexus SC 430

Riverside, CA

Unscored
$9,997147,548 mi

Comparison: 7 similar vehicles

Riverside, CA

2010 Lexus IS 250

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

2010 Lexus IS 250

Riverside, CA

Unscored
$10,200121,345 mi

Comparison: 9 similar vehicles

Riverside, CA

2010 Lexus IS 350

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

2010 Lexus IS 350

Riverside, CA

UnscoredInsufficient · 3
$11,199130,863 mi

Comparison: 3 similar vehicles

Riverside, CA

2012 Lexus CT Premium

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

2012 Lexus CT Premium

Riverside, CA

Unscored
$11,495151,746 mi

Comparison: 9 similar vehicles

Riverside, CA

2016 Lexus ES 350

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

2016 Lexus ES 350

Riverside, CA

UnscoredInsufficient · 4
$12,415167,888 mi

Comparison: 4 similar vehicles

Riverside, CA

2014 Lexus RX 350

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

2014 Lexus RX 350

Riverside, CA

UnscoredInsufficient · 4
$12,995157,686 mi

Comparison: 4 similar vehicles

Riverside, CA

2011 Lexus GX Premium

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

2011 Lexus GX Premium

Riverside, CA

UnscoredInsufficient · 0
$12,997213,130 mi

Riverside, CA

2013 Lexus RX 450h

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

2013 Lexus RX 450h

Riverside, CA

Unscored
$13,497137,446 mi

Comparison: 6 similar vehicles

Riverside, CA

2015 Lexus IS 250

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

2015 Lexus IS 250

Riverside, CA

Unscored
$13,882132,676 mi

Comparison: 20 similar vehicles

Riverside, CA

2015 Lexus GS 350

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

2015 Lexus GS 350

Riverside, CA

Unscored
$14,997129,710 mi

Comparison: 11 similar vehicles

Riverside, CA

2013 Lexus RX 350

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

2013 Lexus RX 350

Riverside, CA

Fair PriceModerate · 28
$15,75091,785 mi

Market: $8,037 – $17,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Riverside, CA

2013 Lexus CT Base

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

2013 Lexus CT Base

Riverside, CA

OverpricedLimited · 10
$15,99096,306 mi

Market: $8,132 – $12,634

Comparison: 10 similar vehicles

Priced ~27% above the typical market range for similar vehicles (based on current market benchmarks)

Riverside, CA

2015 Lexus IS 250

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

2015 Lexus IS 250

Riverside, CA

Unscored
$15,999142,099 mi

Comparison: 20 similar vehicles

Riverside, CA

2016 Lexus NX 200t

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

2016 Lexus NX 200t

Riverside, CA

Unscored
$16,297115,357 mi

Comparison: 5 similar vehicles

Riverside, CA

2013 Lexus GS 350

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

2013 Lexus GS 350

Riverside, CA

Unscored
$16,995112,560 mi

Comparison: 6 similar vehicles

Riverside, CA

2017 Lexus ES 350

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

2017 Lexus ES 350

Riverside, CA

Fair PriceLimited · 15
$19,081117,737 mi

Market: $18,784 – $25,767

Comparison: 15 similar vehicles

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

Riverside, CA

2019 Lexus UX Hybrid 250h

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

2019 Lexus UX Hybrid 250h

Riverside, CA

UnscoredInsufficient · 4
$19,499133,618 mi

Comparison: 4 similar vehicles

Riverside, CA

2016 Lexus RX 350

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

2016 Lexus RX 350

Riverside, CA

Fair PriceLimited · 11
$19,995100,540 mi

Market: $14,995 – $25,590

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Riverside, CA

2016 Lexus IS 200t

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

2016 Lexus IS 200t

Riverside, CA

Fair PriceLimited · 16
$19,995105,878 mi

Market: $12,977 – $21,984

Comparison: 16 similar vehicles

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

Riverside, CA

2015 Lexus RC 350

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

2015 Lexus RC 350

Riverside, CA

Salvage title
$21,95050,014 mi

Riverside, CA

2017 Lexus NX 200t

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

2017 Lexus NX 200t

Riverside, CA

Unscored
$21,99065,943 mi

Comparison: 7 similar vehicles

Riverside, CA

2018 Lexus RX 350

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

2018 Lexus RX 350

Riverside, CA

Fair PriceLimited · 10
$22,081115,712 mi

Market: $18,914 – $27,117

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Riverside, CA

2017 Lexus NX 200t

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

2017 Lexus NX 200t

Riverside, CA

Unscored
$22,49973,570 mi

Comparison: 7 similar vehicles

Riverside, CA

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

Riverside, CA

Fair PriceLimited · 17
$22,95074,278 mi

Market: $18,999 – $26,498

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Riverside, CA

2019 Lexus IS 300 F SPORT

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

2019 Lexus IS 300 F SPORT

Riverside, CA

Unscored
$22,99086,030 mi

Comparison: 5 similar vehicles

Riverside, CA

2018 Lexus ES 350

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

2018 Lexus ES 350

Riverside, CA

Fair PriceLimited · 12
$23,49577,284 mi

Market: $15,586 – $24,050

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Riverside, CA

2017 Lexus ES 350

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

2017 Lexus ES 350

Riverside, CA

Fair PriceLimited · 15
$23,67265,513 mi

Market: $18,784 – $25,767

Comparison: 15 similar vehicles

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

Riverside, CA

2019 Lexus NX 300

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

2019 Lexus NX 300

Riverside, CA

UnscoredInsufficient · 4
$24,99848,673 mi

Comparison: 4 similar vehicles

Riverside, CA

2016 Lexus RX 350

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

2016 Lexus RX 350

Riverside, CA

OverpricedLimited · 11
$25,59060,637 mi

Market: $14,995 – $23,139

Comparison: 11 similar vehicles

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

Riverside, CA

2021 Lexus UX Hybrid 250h

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

2021 Lexus UX Hybrid 250h

Riverside, CA

Unscored
$26,59061,446 mi

Comparison: 5 similar vehicles

Riverside, CA

2018 Lexus ES 350

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

2018 Lexus ES 350

Riverside, CA

UnscoredInsufficient · 0
$26,95024,016 mi

Riverside, CA

2018 Lexus NX 300h

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

2018 Lexus NX 300h

Riverside, CA

UnscoredInsufficient · 0
$27,99054,976 mi

Riverside, CA

2017 Lexus GS 350 F Sport

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

2017 Lexus GS 350 F Sport

Riverside, CA

UnscoredInsufficient · 0
$27,99581,430 mi

Riverside, CA

2015 Lexus IS 350

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

2015 Lexus IS 350

Riverside, CA

UnscoredInsufficient · 3
$28,59053,010 mi

Comparison: 3 similar vehicles

Riverside, CA

2021 Lexus UX 200

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

2021 Lexus UX 200

Riverside, CA

UnscoredInsufficient · 0
$29,99819,875 mi

Riverside, CA

2017 Lexus RX F SPORT

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

2017 Lexus RX F SPORT

Riverside, CA

UnscoredInsufficient · 0
$30,08145,496 mi

Riverside, CA

2019 Lexus GX

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

2019 Lexus GX

Riverside, CA

UnscoredInsufficient · 0
$30,99091,443 mi

Riverside, CA

2020 Lexus IS 300

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

2020 Lexus IS 300

Riverside, CA

UnscoredInsufficient · 3
$30,99832,557 mi

Comparison: 3 similar vehicles

Riverside, CA

2022 Lexus RX 350

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

2022 Lexus RX 350

Riverside, CA

Fair PriceLimited · 19
$31,59080,002 mi

Market: $29,116 – $39,545

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Riverside, CA

2021 Lexus RX 350

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

2021 Lexus RX 350

Riverside, CA

Fair PriceLimited · 17
$31,99083,731 mi

Market: $23,047 – $39,163

Comparison: 17 similar vehicles

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

Riverside, CA

2024 Lexus RZ Premium

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

2024 Lexus RZ Premium

Riverside, CA

Fair PriceModerate · 21
$32,84429,145 mi

Market: $30,949 – $38,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Riverside, CA

2022 Lexus RX 350

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

2022 Lexus RX 350

Riverside, CA

Fair PriceLimited · 19
$32,99870,525 mi

Market: $29,116 – $39,545

Comparison: 19 similar vehicles

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

Riverside, CA

2024 Lexus ES Hybrid 300h

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

2024 Lexus ES Hybrid 300h

Riverside, CA

UnscoredInsufficient · 4
$33,08178,403 mi

Comparison: 4 similar vehicles

Riverside, CA

2024 Lexus IS 300

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

2024 Lexus IS 300

Riverside, CA

UnscoredInsufficient · 3
$34,08170,184 mi

Comparison: 3 similar vehicles

Riverside, CA

2023 Lexus NX 350

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

2023 Lexus NX 350

Riverside, CA

Unscored
$34,99836,889 mi

Comparison: 6 similar vehicles

Riverside, CA

2022 Lexus ES F SPORT

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

2022 Lexus ES F SPORT

Riverside, CA

UnscoredInsufficient · 0
$35,08168,959 mi

Riverside, CA

2020 Lexus RX 350

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

2020 Lexus RX 350

Riverside, CA

UnscoredInsufficient · 3
$35,75525,345 mi

Comparison: 3 similar vehicles

Riverside, CA

2024 Lexus RZ Premium

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

2024 Lexus RZ Premium

Riverside, CA

UnscoredInsufficient · 4
$35,9909,609 mi

Comparison: 4 similar vehicles

Riverside, CA

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.
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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