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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 9, 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

44 listings found

2013 Lexus CT Base

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

2013 Lexus CT Base

Murrieta, CA

Unscored
$7,634199,208 mi

Comparison: 7 similar vehicles

Murrieta, CA

2015 Lexus NX 200t

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

2015 Lexus NX 200t

Murrieta, CA

UnscoredInsufficient · 4
$11,134198,048 mi

Comparison: 4 similar vehicles

Murrieta, CA

2012 Lexus IS 250

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

2012 Lexus IS 250

Murrieta, CA

UnscoredInsufficient · 0
$15,83550,221 mi

Murrieta, CA

2014 Lexus RX 350

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

2014 Lexus RX 350

Murrieta, CA

Unscored
$17,196114,052 mi

Comparison: 6 similar vehicles

Murrieta, CA

2015 Lexus RX 350

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

2015 Lexus RX 350

Murrieta, CA

Unscored
$17,998120,652 mi

Comparison: 23 similar vehicles

Murrieta, CA

2018 Lexus NX 300

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

2018 Lexus NX 300

Murrieta, CA

Unscored
$22,12544,025 mi

Comparison: 6 similar vehicles

Murrieta, CA

2019 Lexus RX 350

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

2019 Lexus RX 350

Murrieta, CA

Fair PriceModerate · 25
$24,998114,734 mi

Market: $20,444 – $34,171

Comparison: 25 similar vehicles

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

Murrieta, CA

2019 Lexus UX 200

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

2019 Lexus UX 200

Murrieta, CA

UnscoredInsufficient · 0
$24,99853,360 mi

Murrieta, CA

2019 Lexus ES 350

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

2019 Lexus ES 350

Murrieta, CA

Fair PriceLimited · 14
$25,03572,200 mi

Market: $20,762 – $28,888

Comparison: 14 similar vehicles

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

Murrieta, CA

2017 Lexus GX Luxury

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

2017 Lexus GX Luxury

Murrieta, CA

UnscoredInsufficient · 3
$32,99872,712 mi

Comparison: 3 similar vehicles

Murrieta, CA

2022 Lexus RX Hybrid 450h

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

2022 Lexus RX Hybrid 450h

Murrieta, CA

Unscored
$34,998108,962 mi

Comparison: 7 similar vehicles

Murrieta, CA

2024 Lexus NX 250

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

2024 Lexus NX 250

Murrieta, CA

Fair PriceLimited · 12
$35,99829,356 mi

Market: $35,081 – $38,603

Comparison: 12 similar vehicles

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

Murrieta, CA

2022 Lexus NX 350

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

2022 Lexus NX 350

Murrieta, CA

UnscoredInsufficient · 3
$35,99838,050 mi

Comparison: 3 similar vehicles

Murrieta, CA

2020 Lexus RX 350

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

2020 Lexus RX 350

Murrieta, CA

UnscoredInsufficient · 3
$35,99843,360 mi

Comparison: 3 similar vehicles

Murrieta, CA

2022 Lexus IS 350 F SPORT

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

2022 Lexus IS 350 F SPORT

Murrieta, CA

UnscoredInsufficient · 4
$36,99855,372 mi

Comparison: 4 similar vehicles

Murrieta, CA

2022 Lexus ES Hybrid 300h

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

2022 Lexus ES Hybrid 300h

Murrieta, CA

UnscoredInsufficient · 0
$37,99811,917 mi

Murrieta, CA

2022 Lexus RX 350

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

2022 Lexus RX 350

Murrieta, CA

UnscoredInsufficient · 4
$38,99841,802 mi

Comparison: 4 similar vehicles

Murrieta, CA

2020 Lexus ES F SPORT

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

2020 Lexus ES F SPORT

Murrieta, CA

UnscoredInsufficient · 0
$38,99814,391 mi

Murrieta, CA

2020 Lexus RC 350 F SPORT

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

2020 Lexus RC 350 F SPORT

Murrieta, CA

UnscoredInsufficient · 0
$38,99836,788 mi

Murrieta, CA

2024 Lexus NX 350

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

2024 Lexus NX 350

Murrieta, CA

Fair PriceModerate · 20
$39,99821,775 mi

Market: $35,987 – $43,116

Comparison: 20 similar vehicles

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

Murrieta, CA

2023 Lexus RX 350

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

2023 Lexus RX 350

Murrieta, CA

Fair PriceModerate · 29
$39,99838,672 mi

Market: $37,984 – $53,170

Comparison: 29 similar vehicles

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

Murrieta, CA

2021 Lexus RC 350 F SPORT

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

2021 Lexus RC 350 F SPORT

Murrieta, CA

UnscoredInsufficient · 0
$39,99840,476 mi

Murrieta, CA

2025 Lexus ES 350

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

2025 Lexus ES 350

Murrieta, CA

Unscored
$40,99831,606 mi

Comparison: 6 similar vehicles

Murrieta, CA

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

Murrieta, CA

UnscoredInsufficient · 4
$42,34826,962 mi

Comparison: 4 similar vehicles

Murrieta, CA

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

Murrieta, CA

Unscored
$42,99845,322 mi

Comparison: 7 similar vehicles

Murrieta, CA

2023 Lexus ES 350 F SPORT Handling

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

2023 Lexus ES 350 F SPORT Handling

Murrieta, CA

UnscoredInsufficient · 3
$42,99823,103 mi

Comparison: 3 similar vehicles

Murrieta, CA

2022 Lexus RX 350

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

2022 Lexus RX 350

Murrieta, CA

UnscoredInsufficient · 4
$42,99830,029 mi

Comparison: 4 similar vehicles

Murrieta, CA

2025 Lexus NX Hybrid 350h

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

2025 Lexus NX Hybrid 350h

Murrieta, CA

Unscored
$45,03520,160 mi

Comparison: 8 similar vehicles

Murrieta, CA

2025 Lexus ES Hybrid 300h

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

2025 Lexus ES Hybrid 300h

Murrieta, CA

Unscored
$45,99811,081 mi

Comparison: 7 similar vehicles

Murrieta, CA

2022 Lexus IS 350 F SPORT

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

2022 Lexus IS 350 F SPORT

Murrieta, CA

UnscoredInsufficient · 0
$45,9985,166 mi

Murrieta, CA

2022 Lexus GX PREMIUM

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

2022 Lexus GX PREMIUM

Murrieta, CA

UnscoredInsufficient · 0
$46,99851,120 mi

Murrieta, CA

2024 Lexus RX 350

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

2024 Lexus RX 350

Murrieta, CA

Fair PriceModerate · 45
$47,93523,438 mi

Market: $39,959 – $55,299

Comparison: 45 similar vehicles

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

Murrieta, CA

2025 Lexus RX 350

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

2025 Lexus RX 350

Murrieta, CA

Fair PriceLimited · 15
$47,99810,120 mi

Market: $45,846 – $56,171

Comparison: 15 similar vehicles

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

Murrieta, CA

2025 Lexus RX 350

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

2025 Lexus RX 350

Murrieta, CA

Unscored
$51,9989,927 mi

Comparison: 9 similar vehicles

Murrieta, CA

2024 Lexus TX 350

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

2024 Lexus TX 350

Murrieta, CA

Unscored
$54,41025,897 mi

Comparison: 7 similar vehicles

Murrieta, CA

2024 Lexus RX 350

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

2024 Lexus RX 350

Murrieta, CA

OverpricedLimited · 19
$54,60033,208 mi

Market: $42,113 – $54,144

Comparison: 19 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Murrieta, CA

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

Murrieta, CA

Unscored
$59,99811,080 mi

Comparison: 9 similar vehicles

Murrieta, CA

2019 Lexus LX 570

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

2019 Lexus LX 570

Murrieta, CA

UnscoredInsufficient · 0
$61,99857,368 mi

Murrieta, CA

2026 Lexus TX Hybrid F Sport Premium

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

2026 Lexus TX Hybrid F Sport Premium

Murrieta, CA

Unscored
$66,72710,482 mi

Comparison: 8 similar vehicles

Murrieta, CA

2025 Lexus LS 500 F SPORT

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

2025 Lexus LS 500 F SPORT

Murrieta, CA

UnscoredInsufficient · 0
$69,8856,039 mi

Murrieta, CA

2024 Lexus GX Luxury+

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

2024 Lexus GX Luxury+

Murrieta, CA

UnscoredInsufficient · 0
$71,66245,053 mi

Murrieta, CA

2026 Lexus TX Hybrid F Sport Luxury

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

2026 Lexus TX Hybrid F Sport Luxury

Murrieta, CA

UnscoredInsufficient · 0
$73,12712,736 mi

Murrieta, CA

2026 Lexus GX Overtrail+

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

2026 Lexus GX Overtrail+

Murrieta, CA

UnscoredInsufficient · 3
$87,1354,594 mi

Comparison: 3 similar vehicles

Murrieta, CA

2021 Lexus LC 500

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

2021 Lexus LC 500

Murrieta, CA

UnscoredInsufficient · 0
$101,12516,908 mi

Murrieta, CA

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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