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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 6, 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

76 listings found

2009 MINI Cooper S

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

2009 MINI Cooper S

Hermosa Beach, CA

UnscoredInsufficient · 4
$4,995104,060 mi

Comparison: 4 similar vehicles

Hermosa Beach, CA

2014 BMW X5 sDrive35i

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

2014 BMW X5 sDrive35i

Hermosa Beach, CA

Unscored
$8,995122,290 mi

Comparison: 5 similar vehicles

Hermosa Beach, CA

2013 Ford F-350 Super Duty XL

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

2013 Ford F-350 Super Duty XL

Hermosa Beach, CA

UnscoredInsufficient · 3
$9,995122,528 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Hermosa Beach, CA

Fair PriceModerate · 21
$12,995102,490 mi

Market: $8,117 – $18,845

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Hermosa Beach, CA

2015 Maserati Ghibli Base

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

2015 Maserati Ghibli Base

Hermosa Beach, CA

Unscored
$12,99590,151 mi

Comparison: 7 similar vehicles

Hermosa Beach, CA

2004 Mercedes-Benz SLK-Class SLK32 AMG

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

2004 Mercedes-Benz SLK-Class SLK32 AMG

Hermosa Beach, CA

UnscoredInsufficient · 0
$12,99582,010 mi

Hermosa Beach, CA

2018 BMW 3 Series 330e

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

2018 BMW 3 Series 330e

Hermosa Beach, CA

Fair PriceLimited · 15
$14,99589,427 mi

Market: $7,990 – $16,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Hermosa Beach, CA

2014 Porsche Cayenne S Hybrid

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

2014 Porsche Cayenne S Hybrid

Hermosa Beach, CA

UnscoredInsufficient · 0
$16,99572,206 mi

Hermosa Beach, CA

2021 Chevrolet Traverse 1LT

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

2021 Chevrolet Traverse 1LT

Hermosa Beach, CA

Unscored
$17,99570,823 mi

Comparison: 9 similar vehicles

Hermosa Beach, CA

2006 Ford F-250 Super Duty Lariat

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

2006 Ford F-250 Super Duty Lariat

Hermosa Beach, CA

UnscoredInsufficient · 0
$17,99541,787 mi

Hermosa Beach, CA

2001 Porsche 911 Carrera

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

2001 Porsche 911 Carrera

Hermosa Beach, CA

UnscoredInsufficient · 3
$19,985103,804 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2020 Audi SQ5 Premium Plus

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

2020 Audi SQ5 Premium Plus

Hermosa Beach, CA

UnscoredInsufficient · 3
$19,995104,150 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

Hermosa Beach, CA

UnscoredInsufficient · 3
$19,99572,210 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2016 Honda Civic EX

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

2016 Honda Civic EX

Hermosa Beach, CA

UnscoredInsufficient · 3
$19,99524,212 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2016 RAM ProMaster Window Van Base

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

2016 RAM ProMaster Window Van Base

Hermosa Beach, CA

UnscoredInsufficient · 0
$19,9953,730 mi

Hermosa Beach, CA

2005 BMW 3 Series 330

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

2005 BMW 3 Series 330

Hermosa Beach, CA

UnscoredInsufficient · 0
$19,99537,720 mi

Hermosa Beach, CA

2004 Lexus SC 430

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

2004 Lexus SC 430

Hermosa Beach, CA

UnscoredInsufficient · 4
$19,99577,919 mi

Comparison: 4 similar vehicles

Hermosa Beach, CA

2016 Tesla Model S 70

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

2016 Tesla Model S 70

Hermosa Beach, CA

UnscoredInsufficient · 3
$20,99565,152 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2024 Honda Civic Sport

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

2024 Honda Civic Sport

Hermosa Beach, CA

Fair PriceRobust · 145
$21,98532,994 mi

Market: $21,584 – $28,995

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Hermosa Beach, CA

2021 Audi SQ5 Prestige

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

2021 Audi SQ5 Prestige

Hermosa Beach, CA

UnscoredInsufficient · 3
$21,985104,884 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Hermosa Beach, CA

Fair PriceLimited · 19
$21,99518,831 mi

Market: $20,895 – $24,111

Comparison: 19 similar vehicles

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

Hermosa Beach, CA

2003 Porsche 911 Carrera

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

2003 Porsche 911 Carrera

Hermosa Beach, CA

UnscoredInsufficient · 3
$22,081132,843 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2019 BMW 7 Series 750i

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

2019 BMW 7 Series 750i

Hermosa Beach, CA

UnscoredInsufficient · 0
$22,97559,351 mi

Hermosa Beach, CA

2018 Maserati Ghibli S GranSport

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

2018 Maserati Ghibli S GranSport

Hermosa Beach, CA

UnscoredInsufficient · 0
$22,98523,536 mi

Hermosa Beach, CA

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Hermosa Beach, CA

Fair PriceLimited · 19
$22,99510,810 mi

Market: $20,895 – $24,111

Comparison: 19 similar vehicles

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

Hermosa Beach, CA

2005 Ford F-250 Super Duty

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

2005 Ford F-250 Super Duty

Hermosa Beach, CA

UnscoredInsufficient · 0
$22,99572,710 mi

Hermosa Beach, CA

2008 Porsche Cayman S

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

2008 Porsche Cayman S

Hermosa Beach, CA

UnscoredInsufficient · 0
$23,97589,342 mi

Hermosa Beach, CA

2022 Mercedes-Benz GLB Base

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

2022 Mercedes-Benz GLB Base

Hermosa Beach, CA

Fair PriceModerate · 23
$23,99533,130 mi

Market: $22,668 – $26,881

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Hermosa Beach, CA

2002 Porsche 911 Carrera

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

2002 Porsche 911 Carrera

Hermosa Beach, CA

UnscoredInsufficient · 3
$24,98574,828 mi

Comparison: 3 similar vehicles

Hermosa Beach, CA

2022 Toyota Camry LE

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

2022 Toyota Camry LE

Hermosa Beach, CA

UnscoredInsufficient · 0
$25,98517,431 mi

Hermosa Beach, CA

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Hermosa Beach, CA

OverpricedLimited · 13
$25,99574,289 mi

Market: $23,014 – $25,846

Comparison: 13 similar vehicles

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

Hermosa Beach, CA

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Hermosa Beach, CA

Fair PriceLimited · 12
$25,995105,923 mi

Market: $15,858 – $35,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Hermosa Beach, CA

2024 Jeep Wrangler 4xe Sahara 4XE

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

2024 Jeep Wrangler 4xe Sahara 4XE

Hermosa Beach, CA

Fair PriceLimited · 15
$26,97519,280 mi

Market: $27,513 – $41,970

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 216 days listed (based on current market benchmarks)

Hermosa Beach, CA

2015 Porsche Cayenne Turbo

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

2015 Porsche Cayenne Turbo

Hermosa Beach, CA

UnscoredInsufficient · 0
$26,98589,293 mi

Hermosa Beach, CA

2016 Toyota Tacoma SR

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

2016 Toyota Tacoma SR

Hermosa Beach, CA

UnscoredInsufficient · 4
$26,99582,335 mi

Comparison: 4 similar vehicles

Hermosa Beach, CA

2020 Lincoln Navigator Reserve L

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

2020 Lincoln Navigator Reserve L

Hermosa Beach, CA

UnscoredInsufficient · 0
$27,97598,522 mi

Hermosa Beach, CA

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Hermosa Beach, CA

Fair PriceRobust · 53
$27,99539,300 mi

Market: $19,500 – $40,380

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Hermosa Beach, CA

2021 RAM Promaster City SLT

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

2021 RAM Promaster City SLT

Hermosa Beach, CA

UnscoredInsufficient · 0
$28,98522,862 mi

Hermosa Beach, CA

2021 Porsche Cayenne Base

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

2021 Porsche Cayenne Base

Hermosa Beach, CA

Unscored
$29,07561,485 mi

Comparison: 5 similar vehicles

Hermosa Beach, CA

2024 BMW 3 Series 330i

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

2024 BMW 3 Series 330i

Hermosa Beach, CA

Fair PriceLimited · 18
$29,99540,410 mi

Market: $27,113 – $32,033

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Hermosa Beach, 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

Hermosa Beach, CA

Unscored
$29,99597,186 mi

Comparison: 11 similar vehicles

Hermosa Beach, CA

2006 GMC Sierra 3500 SLT

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

2006 GMC Sierra 3500 SLT

Hermosa Beach, CA

UnscoredInsufficient · 0
$29,995157,135 mi

Hermosa Beach, CA

2007 Porsche Cayman S

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

2007 Porsche Cayman S

Hermosa Beach, CA

UnscoredInsufficient · 4
$32,97538,700 mi

Comparison: 4 similar vehicles

Hermosa Beach, CA

2022 Cadillac CT4 V-Series

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

2022 Cadillac CT4 V-Series

Hermosa Beach, CA

UnscoredInsufficient · 0
$32,98530,091 mi

Hermosa Beach, CA

2007 Porsche Cayman S

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

2007 Porsche Cayman S

Hermosa Beach, CA

UnscoredInsufficient · 4
$33,67538,233 mi

Comparison: 4 similar vehicles

Hermosa Beach, CA

2024 Honda Odyssey EX-L

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

2024 Honda Odyssey EX-L

Hermosa Beach, CA

UnscoredInsufficient · 4
$33,88542,958 mi

Comparison: 4 similar vehicles

Hermosa Beach, CA

2023 Maserati Levante GT

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

2023 Maserati Levante GT

Hermosa Beach, CA

UnscoredInsufficient · 0
$33,97540,352 mi

Hermosa Beach, CA

2021 BMW 7 Series 750i

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

2021 BMW 7 Series 750i

Hermosa Beach, CA

UnscoredInsufficient · 0
$33,98583,030 mi

Hermosa Beach, CA

2024 BMW iX Base

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

2024 BMW iX Base

Hermosa Beach, CA

Unscored
$34,97559,083 mi

Comparison: 11 similar vehicles

Hermosa Beach, CA

2022 Land Rover Range Rover HSE Wesminster

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

2022 Land Rover Range Rover HSE Wesminster

Hermosa Beach, CA

Unscored
$37,97553,276 mi

Comparison: 7 similar vehicles

Hermosa Beach, 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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