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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 7, 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

39 listings found

2002 Lexus LS 430

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

2002 Lexus LS 430

Norco, CA

UnscoredInsufficient · 0
$8,626131,243 mi

Norco, CA

2010 Lexus RX 350

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

2010 Lexus RX 350

Norco, CA

Fair PriceModerate · 22
$11,638105,002 mi

Market: $5,900 – $15,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Norco, CA

2008 Lexus GS 350

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

2008 Lexus GS 350

Norco, CA

Unscored
$13,053108,398 mi

Comparison: 5 similar vehicles

Norco, CA

2014 Lexus GS 350

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

2014 Lexus GS 350

Norco, CA

Unscored
$15,138140,348 mi

Comparison: 8 similar vehicles

Norco, CA

2017 Lexus IS 200t

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

2017 Lexus IS 200t

Norco, CA

Unscored
$15,950123,547 mi

Comparison: 31 similar vehicles

Norco, CA

2015 Lexus IS 250

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

2015 Lexus IS 250

Norco, CA

Unscored
$16,126120,748 mi

Comparison: 41 similar vehicles

Norco, CA

2015 Lexus IS 250

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

2015 Lexus IS 250

Norco, CA

Fair PriceModerate · 41
$17,899111,838 mi

Market: $8,500 – $21,176

Comparison: 41 similar vehicles

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

Norco, CA

2014 Lexus IS 350

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

2014 Lexus IS 350

Norco, CA

Unscored
$19,042110,527 mi

Comparison: 5 similar vehicles

Norco, CA

2023 Lexus UX Hybrid 250h

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

2023 Lexus UX Hybrid 250h

Norco, CA

Unscored
$19,374124,490 mi

Comparison: 6 similar vehicles

Norco, CA

2021 Lexus NX 300

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

2021 Lexus NX 300

Norco, CA

Unscored
$20,12687,058 mi

Comparison: 5 similar vehicles

Norco, CA

2017 Lexus RX 350

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

2017 Lexus RX 350

Norco, CA

Fair PriceRobust · 55
$20,38591,953 mi

Market: $15,995 – $27,998

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 263 days listed (based on current market benchmarks)

Norco, CA

2017 Lexus RC 200t

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

2017 Lexus RC 200t

Norco, CA

UnscoredInsufficient · 3
$21,78486,109 mi

Comparison: 3 similar vehicles

Norco, CA

2020 Lexus NX 300

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

2020 Lexus NX 300

Norco, CA

Fair PriceLimited · 13
$21,998101,159 mi

Market: $18,164 – $25,998

Comparison: 13 similar vehicles

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

Norco, CA

2020 Lexus IS 300

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

2020 Lexus IS 300

Norco, CA

Unscored
$26,38442,605 mi

Comparison: 9 similar vehicles

Norco, CA

2024 Lexus NX 350

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

2024 Lexus NX 350

Norco, CA

Unscored
$26,78087,150 mi

Comparison: 9 similar vehicles

Norco, CA

2020 Lexus RX 350

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

2020 Lexus RX 350

Norco, CA

Fair PriceModerate · 21
$26,99893,317 mi

Market: $25,171 – $33,162

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Norco, CA

2017 Lexus IS 350

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

2017 Lexus IS 350

Norco, CA

Unscored
$27,98477,176 mi

Comparison: 8 similar vehicles

Norco, CA

2021 Lexus IS 300

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

2021 Lexus IS 300

Norco, CA

UnscoredInsufficient · 0
$28,98459,769 mi

Norco, CA

2023 Lexus NX 250

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

2023 Lexus NX 250

Norco, CA

UnscoredInsufficient · 0
$29,28466,101 mi

Norco, 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

Norco, CA

UnscoredInsufficient · 3
$29,38077,121 mi

Comparison: 3 similar vehicles

Norco, CA

2023 Lexus ES Hybrid 300h

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

2023 Lexus ES Hybrid 300h

Norco, CA

UnscoredInsufficient · 0
$30,98449,352 mi

Norco, CA

2023 Lexus ES Hybrid 300h

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

2023 Lexus ES Hybrid 300h

Norco, CA

UnscoredInsufficient · 3
$31,98438,917 mi

Comparison: 3 similar vehicles

Norco, CA

2024 Lexus ES 350

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

2024 Lexus ES 350

Norco, CA

Great DealLimited · 19
$32,78115,932 mi

Market: $36,469 – $42,117

Comparison: 19 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 157 days listed (based on current market benchmarks)

Norco, CA

2022 Lexus NX 350

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

2022 Lexus NX 350

Norco, CA

UnscoredInsufficient · 0
$32,98429,927 mi

Norco, 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

Norco, CA

Unscored
$33,08036,069 mi

Comparison: 9 similar vehicles

Norco, CA

2019 Lexus GS 350 F SPORT

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

2019 Lexus GS 350 F SPORT

Norco, CA

UnscoredInsufficient · 4
$33,78467,966 mi

Comparison: 4 similar vehicles

Norco, CA

2021 Lexus RX 350

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

2021 Lexus RX 350

Norco, CA

Unscored
$33,99844,110 mi

Comparison: 6 similar vehicles

Norco, CA

2021 Lexus IS 350 F SPORT

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

2021 Lexus IS 350 F SPORT

Norco, CA

UnscoredInsufficient · 0
$34,40556,694 mi

Norco, CA

2023 Lexus IS 300

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

2023 Lexus IS 300

Norco, CA

UnscoredInsufficient · 0
$34,99839,024 mi

Norco, CA

2022 Lexus NX 350

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

2022 Lexus NX 350

Norco, CA

UnscoredInsufficient · 3
$35,99838,227 mi

Comparison: 3 similar vehicles

Norco, CA

2022 Lexus RX 350

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

2022 Lexus RX 350

Norco, CA

Fair PriceLimited · 12
$35,99840,272 mi

Market: $34,179 – $39,998

Comparison: 12 similar vehicles

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

Norco, CA

2021 Lexus IS 350 F SPORT

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

2021 Lexus IS 350 F SPORT

Norco, CA

Unscored
$36,08035,979 mi

Comparison: 8 similar vehicles

Norco, CA

2023 Lexus RX 350

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

2023 Lexus RX 350

Norco, CA

Fair PriceModerate · 32
$37,98430,709 mi

Market: $38,399 – $53,170

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 109 days listed (based on current market benchmarks)

Norco, CA

2023 Lexus NX Hybrid 350h

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

2023 Lexus NX Hybrid 350h

Norco, CA

UnscoredInsufficient · 0
$38,98448,486 mi

Norco, CA

2021 Lexus GX Base

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

2021 Lexus GX Base

Norco, CA

UnscoredInsufficient · 0
$42,08055,058 mi

Norco, CA

2024 Lexus RX 350

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

2024 Lexus RX 350

Norco, CA

Fair PriceRobust · 62
$44,99825,186 mi

Market: $39,959 – $55,299

Comparison: 62 similar vehicles

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

Norco, CA

2025 Lexus RX 350

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

2025 Lexus RX 350

Norco, CA

Fair PriceModerate · 33
$45,99815,802 mi

Market: $45,056 – $56,171

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Norco, CA

2025 Lexus ES Hybrid 300h Luxury

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

2025 Lexus ES Hybrid 300h Luxury

Norco, CA

Unscored
$48,99816,100 mi

Comparison: 7 similar vehicles

Norco, CA

2024 Lexus NX PHEV 450h+

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

2024 Lexus NX PHEV 450h+

Norco, CA

Unscored
$49,99822,916 mi

Comparison: 9 similar vehicles

Norco, 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 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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