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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

58 listings found

2010 Lexus LS Base

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

2010 Lexus LS Base

Fontana, CA

UnscoredInsufficient · 3
$9,100157,552 mi

Comparison: 3 similar vehicles

Fontana, CA

2014 Lexus IS 250

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

2014 Lexus IS 250

Fontana, CA

Unscored
$13,134153,581 mi

Comparison: 7 similar vehicles

Fontana, CA

2015 Lexus CT Base

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

2015 Lexus CT Base

Fontana, CA

UnscoredInsufficient · 4
$13,829127,000 mi

Comparison: 4 similar vehicles

Fontana, CA

2019 Lexus ES 350 Luxury

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

2019 Lexus ES 350 Luxury

Fontana, CA

UnscoredInsufficient · 3
$15,634180,150 mi

Comparison: 3 similar vehicles

Fontana, CA

2012 Lexus IS 250

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

2012 Lexus IS 250

Fontana, CA

Fair PriceLimited · 18
$16,08486,205 mi

Market: $6,420 – $16,900

Comparison: 18 similar vehicles

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

Fontana, CA

2017 Lexus NX 200t

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

2017 Lexus NX 200t

Fontana, CA

Unscored
$16,253118,185 mi

Comparison: 7 similar vehicles

Fontana, CA

2015 Lexus IS 350

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

2015 Lexus IS 350

Fontana, CA

Unscored
$16,322127,831 mi

Comparison: 5 similar vehicles

Fontana, CA

2019 Lexus NX 300

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

2019 Lexus NX 300

Fontana, CA

Fair PriceLimited · 18
$17,900118,090 mi

Market: $17,422 – $26,970

Comparison: 18 similar vehicles

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

Fontana, CA

2016 Lexus RC 200t

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

2016 Lexus RC 200t

Fontana, CA

UnscoredInsufficient · 0
$17,995123,401 mi

Fontana, CA

2016 Lexus RX 350

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

2016 Lexus RX 350

Fontana, CA

Fair PriceLimited · 11
$17,999119,480 mi

Market: $14,995 – $25,590

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Fontana, CA

2018 Lexus NX 300

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

2018 Lexus NX 300

Fontana, CA

Fair PriceModerate · 22
$19,029100,420 mi

Market: $15,117 – $23,000

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Fontana, CA

2017 Lexus RX 350

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

2017 Lexus RX 350

Fontana, CA

Fair PriceModerate · 25
$19,995109,056 mi

Market: $15,995 – $27,998

Comparison: 25 similar vehicles

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

Fontana, 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

Fontana, CA

UnscoredInsufficient · 4
$21,175102,207 mi

Comparison: 4 similar vehicles

Fontana, CA

2017 Lexus RX 350

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

2017 Lexus RX 350

Fontana, CA

Fair PriceModerate · 24
$21,175101,116 mi

Market: $15,995 – $26,734

Comparison: 24 similar vehicles

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

Fontana, CA

2021 Lexus NX 300

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

2021 Lexus NX 300

Fontana, CA

Fair PriceLimited · 12
$21,76598,017 mi

Market: $17,900 – $26,288

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Fontana, CA

2017 Lexus NX F Sport

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

2017 Lexus NX F Sport

Fontana, CA

UnscoredInsufficient · 3
$21,80880,843 mi

Comparison: 3 similar vehicles

Fontana, 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

Fontana, CA

Unscored
$23,42287,221 mi

Comparison: 5 similar vehicles

Fontana, CA

2019 Lexus RX 350

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

2019 Lexus RX 350

Fontana, CA

Fair PriceModerate · 25
$23,89894,821 mi

Market: $20,444 – $34,171

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Fontana, CA

2021 Lexus NX 300

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

2021 Lexus NX 300

Fontana, CA

Unscored
$24,88449,280 mi

Comparison: 5 similar vehicles

Fontana, CA

2018 Lexus ES 350

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

2018 Lexus ES 350

Fontana, CA

UnscoredInsufficient · 3
$25,42257,432 mi

Comparison: 3 similar vehicles

Fontana, CA

2021 Lexus UX Hybrid 250h F SPORT

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

2021 Lexus UX Hybrid 250h F SPORT

Fontana, CA

UnscoredInsufficient · 3
$26,98467,182 mi

Comparison: 3 similar vehicles

Fontana, CA

2016 Lexus RC 350

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

2016 Lexus RC 350

Fontana, CA

UnscoredInsufficient · 4
$26,98479,515 mi

Comparison: 4 similar vehicles

Fontana, CA

2021 Lexus RX 350

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

2021 Lexus RX 350

Fontana, CA

Unscored
$27,252100,080 mi

Comparison: 10 similar vehicles

Fontana, CA

2021 Lexus RX 350

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

2021 Lexus RX 350

Fontana, CA

Fair PriceLimited · 10
$29,99974,806 mi

Market: $27,252 – $31,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Fontana, CA

2022 Lexus RX 350

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

2022 Lexus RX 350

Fontana, CA

Fair PriceLimited · 19
$30,17572,086 mi

Market: $29,116 – $39,545

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Fontana, 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

Fontana, CA

UnscoredInsufficient · 3
$30,68457,050 mi

Comparison: 3 similar vehicles

Fontana, CA

2018 Lexus GS 350

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

2018 Lexus GS 350

Fontana, CA

Unscored
$30,78462,637 mi

Comparison: 5 similar vehicles

Fontana, 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

Fontana, CA

Unscored
$31,300108,071 mi

Comparison: 20 similar vehicles

Fontana, CA

2019 Lexus RX Hybrid 450h

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

2019 Lexus RX Hybrid 450h

Fontana, CA

UnscoredInsufficient · 0
$31,98451,295 mi

Fontana, 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

Fontana, CA

UnscoredInsufficient · 3
$32,38454,609 mi

Comparison: 3 similar vehicles

Fontana, 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

Fontana, CA

UnscoredInsufficient · 3
$33,08443,555 mi

Comparison: 3 similar vehicles

Fontana, CA

2022 Lexus RX 350

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

2022 Lexus RX 350

Fontana, CA

Unscored
$33,37446,516 mi

Comparison: 8 similar vehicles

Fontana, 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

Fontana, CA

Fair PriceLimited · 18
$33,58468,843 mi

Market: $31,300 – $38,662

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Fontana, CA

2024 Lexus NX 350

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

2024 Lexus NX 350

Fontana, CA

Great DealLimited · 10
$33,68430,262 mi

Market: $34,810 – $42,612

Comparison: 10 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 180 days listed (based on current market benchmarks)

Fontana, CA

2022 Lexus ES 350 Luxury

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

2022 Lexus ES 350 Luxury

Fontana, CA

UnscoredInsufficient · 3
$33,88433,596 mi

Comparison: 3 similar vehicles

Fontana, CA

2023 Lexus NX 350

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

2023 Lexus NX 350

Fontana, CA

UnscoredInsufficient · 4
$33,98438,957 mi

Comparison: 4 similar vehicles

Fontana, CA

2024 Lexus NX 250

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

2024 Lexus NX 250

Fontana, CA

Fair PriceLimited · 11
$34,11040,066 mi

Market: $32,584 – $36,968

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Fontana, CA

2023 Lexus RX 350

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

2023 Lexus RX 350

Fontana, CA

Great DealModerate · 43
$34,78441,448 mi

Market: $36,990 – $47,162

Comparison: 43 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 103 days listed (based on current market benchmarks)

Fontana, 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

Fontana, CA

Great DealLimited · 10
$35,0845,717 mi

Market: $42,048 – $44,988

Comparison: 10 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Fontana, 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

Fontana, CA

Fair PriceModerate · 20
$35,12276,892 mi

Market: $31,300 – $38,662

Comparison: 20 similar vehicles

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

Fontana, CA

2025 Lexus NX 250

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

2025 Lexus NX 250

Fontana, CA

Great DealLimited · 10
$35,58411,441 mi

Market: $37,962 – $41,622

Comparison: 10 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 152 days listed (based on current market benchmarks)

Fontana, CA

2021 Lexus ES 350

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

2021 Lexus ES 350

Fontana, CA

UnscoredInsufficient · 0
$35,6309,358 mi

Fontana, 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

Fontana, CA

UnscoredInsufficient · 4
$35,72259,797 mi

Comparison: 4 similar vehicles

Fontana, 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

Fontana, CA

UnscoredInsufficient · 3
$36,17050,265 mi

Comparison: 3 similar vehicles

Fontana, CA

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

Fontana, CA

UnscoredInsufficient · 3
$37,98460,407 mi

Comparison: 3 similar vehicles

Fontana, 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

Fontana, CA

UnscoredInsufficient · 4
$38,98442,275 mi

Comparison: 4 similar vehicles

Fontana, CA

2023 Lexus RX 350

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

2023 Lexus RX 350

Fontana, CA

Unscored
$39,38427,265 mi

Comparison: 8 similar vehicles

Fontana, CA

2024 Lexus NX 350

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

2024 Lexus NX 350

Fontana, CA

Fair PriceLimited · 15
$39,78422,272 mi

Market: $37,968 – $48,345

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Fontana, CA

2020 Lexus GX PREMIUM

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

2020 Lexus GX PREMIUM

Fontana, CA

UnscoredInsufficient · 3
$40,13463,135 mi

Comparison: 3 similar vehicles

Fontana, CA

2024 Lexus IS 300

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

2024 Lexus IS 300

Fontana, CA

Unscored
$40,17513,708 mi

Comparison: 6 similar vehicles

Fontana, 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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