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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

358 listings found

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Corte Madera, CA

Unscored
$10,072189,193 mi

Comparison: 7 similar vehicles

Corte Madera, CA

2021 Kia Soul LX

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

2021 Kia Soul LX

Corte Madera, CA

UnscoredInsufficient · 0
$13,86228,269 mi

Corte Madera, CA

2018 BMW 2 Series 230i

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

2018 BMW 2 Series 230i

Corte Madera, CA

UnscoredInsufficient · 4
$15,857100,401 mi

Comparison: 4 similar vehicles

Corte Madera, CA

2018 BMW 5 Series 530e

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

2018 BMW 5 Series 530e

Corte Madera, CA

UnscoredInsufficient · 0
$17,78854,177 mi

Corte Madera, CA

2024 Subaru Forester Touring

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

2024 Subaru Forester Touring

Corte Madera, CA

UnscoredInsufficient · 0
$24,88856,798 mi

Corte Madera, CA

2024 Alfa Romeo Tonale TI

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

2024 Alfa Romeo Tonale TI

Corte Madera, CA

UnscoredInsufficient · 0
$24,88832,033 mi

Corte Madera, CA

2022 Honda Accord EX-L

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

2022 Honda Accord EX-L

Corte Madera, CA

UnscoredInsufficient · 4
$24,88871,873 mi

Comparison: 4 similar vehicles

Corte Madera, CA

2020 Land Rover Range Rover Sport HSE

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

2020 Land Rover Range Rover Sport HSE

Corte Madera, CA

Unscored
$24,88867,402 mi

Comparison: 5 similar vehicles

Corte Madera, CA

2017 Land Rover Range Rover Sport Autobiography

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

2017 Land Rover Range Rover Sport Autobiography

Corte Madera, CA

UnscoredInsufficient · 0
$26,38464,349 mi

Corte Madera, CA

2023 Honda Ridgeline Sport

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

2023 Honda Ridgeline Sport

Corte Madera, CA

UnscoredInsufficient · 0
$26,89843,745 mi

Corte Madera, CA

2027 MINI Hardtop 2 Door

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

2027 MINI Hardtop 2 Door

Corte Madera, CA

UnscoredInsufficient · 0
$26,972Mileage not verified

Corte Madera, CA

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Corte Madera, CA

Unscored
$27,1227,249 mi

Comparison: 7 similar vehicles

Corte Madera, CA

2027 MINI Hardtop 4 Door Oxford Edition

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

2027 MINI Hardtop 4 Door Oxford Edition

Corte Madera, CA

UnscoredInsufficient · 3
$27,972Mileage not verified

Comparison: 3 similar vehicles

Corte Madera, CA

2027 MINI Hardtop 4 Door Oxford Edition

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

2027 MINI Hardtop 4 Door Oxford Edition

Corte Madera, CA

UnscoredInsufficient · 3
$27,972Mileage not verified

Comparison: 3 similar vehicles

Corte Madera, CA

2018 Land Rover Range Rover Sport Supercharged

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

2018 Land Rover Range Rover Sport Supercharged

Corte Madera, CA

UnscoredInsufficient · 3
$28,78874,652 mi

Comparison: 3 similar vehicles

Corte Madera, CA

2017 BMW M2 Coupe Base

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

2017 BMW M2 Coupe Base

Corte Madera, CA

UnscoredInsufficient · 0
$28,864107,698 mi

Corte Madera, CA

2023 Audi Q4 Sportback e-tron Premium

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

2023 Audi Q4 Sportback e-tron Premium

Corte Madera, CA

UnscoredInsufficient · 0
$28,88835,191 mi

Corte Madera, CA

2021 Porsche Macan Base

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

2021 Porsche Macan Base

Corte Madera, CA

Unscored
$28,89861,010 mi

Comparison: 7 similar vehicles

Corte Madera, CA

2019 Land Rover Range Rover Autobiography

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

2019 Land Rover Range Rover Autobiography

Corte Madera, CA

UnscoredInsufficient · 0
$29,78883,075 mi

Corte Madera, CA

2024 Land Rover Range Rover Evoque S

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

2024 Land Rover Range Rover Evoque S

Corte Madera, CA

UnscoredInsufficient · 0
$30,88850,839 mi

Corte Madera, CA

2023 Volvo S60 Plus

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

2023 Volvo S60 Plus

Corte Madera, CA

UnscoredInsufficient · 0
$31,88840,053 mi

Corte Madera, CA

2026 MINI Hardtop 4 Door S

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

2026 MINI Hardtop 4 Door S

Corte Madera, CA

Unscored
$32,6724,198 mi

Comparison: 6 similar vehicles

Corte Madera, CA

2026 Subaru Forester Wilderness

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

2026 Subaru Forester Wilderness

Corte Madera, CA

Fair PriceModerate · 36
$32,8789,299 mi

Market: $32,906 – $42,160

Comparison: 36 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 63 days listed (based on current market benchmarks)

Corte Madera, CA

2025 MINI Countryman S

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

2025 MINI Countryman S

Corte Madera, CA

Unscored
$33,07220,262 mi

Comparison: 6 similar vehicles

Corte Madera, CA

2025 Honda CR-V EX-L

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

2025 Honda CR-V EX-L

Corte Madera, CA

Fair PriceLimited · 12
$33,8888,912 mi

Market: $33,495 – $39,221

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Corte Madera, CA

2024 Jaguar E-Pace R-DYNAMIC SE

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

2024 Jaguar E-Pace R-DYNAMIC SE

Corte Madera, CA

Unscored
$34,06113,503 mi

Comparison: 6 similar vehicles

Corte Madera, CA

2019 Mercedes-Benz GLE-Class Coupe GLE43 AMG

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

2019 Mercedes-Benz GLE-Class Coupe GLE43 AMG

Corte Madera, CA

UnscoredInsufficient · 0
$34,16244,764 mi

Corte Madera, CA

2027 MINI Hardtop 2 Door Base

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

2027 MINI Hardtop 2 Door Base

Corte Madera, CA

Fair PriceLimited · 17
$34,352Mileage not verified

Market: $26,887 – $37,972

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Corte Madera, CA

2026 Acura Integra Base

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

2026 Acura Integra Base

Corte Madera, CA

Fair PriceRobust · 58
$35,187Mileage not verified

Market: $34,795 – $38,546

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Corte Madera, CA

2022 Chevrolet Silverado 1500 Limited RST

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

2022 Chevrolet Silverado 1500 Limited RST

Corte Madera, CA

Unscored
$35,44469,999 mi

Comparison: 7 similar vehicles

Corte Madera, CA

2026 MINI Countryman S

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

2026 MINI Countryman S

Corte Madera, CA

Unscored
$35,6724,107 mi

Comparison: 6 similar vehicles

Corte Madera, CA

2026 Acura Integra Base

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

2026 Acura Integra Base

Corte Madera, CA

Fair PriceRobust · 58
$35,787Mileage not verified

Market: $34,795 – $38,546

Comparison: 58 similar vehicles

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

Corte Madera, CA

2026 Acura Integra Base

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

2026 Acura Integra Base

Corte Madera, CA

Fair PriceRobust · 58
$35,787Mileage not verified

Market: $34,795 – $38,546

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Corte Madera, CA

2027 MINI Countryman S

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

2027 MINI Countryman S

Corte Madera, CA

Fair PriceRobust · 91
$36,372Mileage not verified

Market: $36,372 – $48,852

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Corte Madera, CA

2026 Acura ADX Base

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

2026 Acura ADX Base

Corte Madera, CA

Fair PriceRobust · 108
$36,842Mileage not verified

Market: $36,550 – $41,761

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Corte Madera, CA

2026 Acura ADX Base

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

2026 Acura ADX Base

Corte Madera, CA

Fair PriceRobust · 108
$36,842Mileage not verified

Market: $36,550 – $41,761

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 207 days listed (based on current market benchmarks)

Corte Madera, CA

No Photo

2022 Chevrolet Silverado 1500 Limited RST

Corte Madera, CA

Unscored
$36,88127,553 mi

Comparison: 5 similar vehicles

Corte Madera, CA

2022 Land Rover Range Rover Sport HSE Silver Edition

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

2022 Land Rover Range Rover Sport HSE Silver Edition

Corte Madera, CA

UnscoredInsufficient · 3
$36,88461,544 mi

Comparison: 3 similar vehicles

Corte Madera, CA

2025 Subaru BRZ tS

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

2025 Subaru BRZ tS

Corte Madera, CA

UnscoredInsufficient · 0
$36,8981,777 mi

Corte Madera, CA

2025 MINI Convertible S

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

2025 MINI Convertible S

Corte Madera, CA

UnscoredInsufficient · 0
$37,0721,061 mi

Corte Madera, CA

2027 MINI Hardtop 2 Door S

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

2027 MINI Hardtop 2 Door S

Corte Madera, CA

Fair PriceRobust · 63
$37,322Mileage not verified

Market: $36,757 – $42,817

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Corte Madera, CA

2026 Acura ADX Base

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

2026 Acura ADX Base

Corte Madera, CA

Fair PriceRobust · 108
$37,542Mileage not verified

Market: $36,550 – $41,761

Comparison: 108 similar vehicles

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

Corte Madera, CA

2025 Honda Odyssey Sport L

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

2025 Honda Odyssey Sport L

Corte Madera, CA

UnscoredInsufficient · 0
$37,88810,849 mi

Corte Madera, CA

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Corte Madera, CA

Fair PriceModerate · 28
$37,88823,145 mi

Market: $31,870 – $39,079

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Corte Madera, CA

2021 Acura TLX Type S

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

2021 Acura TLX Type S

Corte Madera, CA

UnscoredInsufficient · 0
$38,08888,198 mi

Corte Madera, CA

2026 Acura Integra A-Spec

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

2026 Acura Integra A-Spec

Corte Madera, CA

Fair PriceRobust · 104
$38,237Mileage not verified

Market: $36,672 – $40,456

Comparison: 104 similar vehicles

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

Corte Madera, CA

2027 MINI Hardtop 4 Door S

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

2027 MINI Hardtop 4 Door S

Corte Madera, CA

Fair PriceRobust · 97
$38,322Mileage not verified

Market: $38,322 – $45,132

Comparison: 97 similar vehicles

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

Corte Madera, CA

2027 MINI Hardtop 4 Door S

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

2027 MINI Hardtop 4 Door S

Corte Madera, CA

Fair PriceRobust · 97
$38,322Mileage not verified

Market: $38,322 – $45,132

Comparison: 97 similar vehicles

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

Corte Madera, CA

2026 Acura Integra A-Spec

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

2026 Acura Integra A-Spec

Corte Madera, CA

Fair PriceRobust · 104
$38,337Mileage not verified

Market: $36,672 – $40,456

Comparison: 104 similar vehicles

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

Corte Madera, CA

2027 MINI Hardtop 2 Door

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

2027 MINI Hardtop 2 Door

Corte Madera, CA

UnscoredInsufficient · 0
$38,347Mileage not verified

Corte Madera, 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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