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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

384 listings found

2014 Porsche Cayenne Diesel

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

2014 Porsche Cayenne Diesel

Riverside, CA

UnscoredInsufficient · 0
$14,995137,650 mi

Riverside, CA

2017 Porsche Macan Base

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

2017 Porsche Macan Base

Riverside, CA

UnscoredInsufficient · 4
$15,00099,247 mi

Comparison: 4 similar vehicles

Riverside, CA

2013 Porsche Panamera Platinum Edition

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

2013 Porsche Panamera Platinum Edition

Riverside, CA

UnscoredInsufficient · 0
$15,90088,595 mi

Riverside, CA

2011 Porsche Panamera Base

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

2011 Porsche Panamera Base

Riverside, CA

Unscored
$17,00063,520 mi

Comparison: 9 similar vehicles

Riverside, CA

2018 Porsche Macan Base

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

2018 Porsche Macan Base

Riverside, CA

Fair PriceLimited · 16
$17,92679,938 mi

Market: $16,081 – $21,171

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Riverside, CA

2016 Porsche Macan S

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

2016 Porsche Macan S

Riverside, CA

Fair PriceModerate · 20
$19,99583,594 mi

Market: $10,900 – $21,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 232 days listed (based on current market benchmarks)

Riverside, CA

2017 Porsche Macan Base

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

2017 Porsche Macan Base

Riverside, CA

Unscored
$20,59077,104 mi

Comparison: 5 similar vehicles

Riverside, CA

2018 Porsche Macan Turbo

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

2018 Porsche Macan Turbo

Riverside, CA

UnscoredInsufficient · 0
$25,08275,359 mi

Riverside, CA

2013 Porsche Cayenne Diesel

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

2013 Porsche Cayenne Diesel

Riverside, CA

UnscoredInsufficient · 0
$27,00075,900 mi

Riverside, CA

2020 Porsche Macan Base

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

2020 Porsche Macan Base

Riverside, CA

UnscoredInsufficient · 3
$31,05348,032 mi

Comparison: 3 similar vehicles

Riverside, CA

2022 Porsche Macan Base

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

2022 Porsche Macan Base

Riverside, CA

Unscored
$34,59048,839 mi

Comparison: 8 similar vehicles

Riverside, CA

2023 Porsche Macan Base

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

2023 Porsche Macan Base

Riverside, CA

Unscored
$38,01046,071 mi

Comparison: 7 similar vehicles

Riverside, CA

2021 Porsche Cayenne Coupe Base

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

2021 Porsche Cayenne Coupe Base

Riverside, CA

UnscoredInsufficient · 0
$38,52856,022 mi

Riverside, CA

2023 Porsche Macan Base

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

2023 Porsche Macan Base

Riverside, CA

Unscored
$39,03146,767 mi

Comparison: 6 similar vehicles

Riverside, CA

2021 Porsche Macan Base

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

2021 Porsche Macan Base

Riverside, CA

OverpricedModerate · 20
$40,02346,395 mi

Market: $30,998 – $33,239

Comparison: 20 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Riverside, CA

2023 Porsche Macan T

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

2023 Porsche Macan T

Riverside, CA

Unscored
$41,05337,251 mi

Comparison: 7 similar vehicles

Riverside, CA

2023 Porsche Macan Base

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

2023 Porsche Macan Base

Riverside, CA

Unscored
$41,05341,060 mi

Comparison: 6 similar vehicles

Riverside, CA

2022 Porsche Macan Base

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

2022 Porsche Macan Base

Riverside, CA

Fair PriceLimited · 19
$41,55328,371 mi

Market: $32,347 – $43,713

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Riverside, CA

2023 Porsche Macan T

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

2023 Porsche Macan T

Riverside, CA

Unscored
$42,05342,536 mi

Comparison: 5 similar vehicles

Riverside, CA

2023 Porsche Macan Base

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

2023 Porsche Macan Base

Riverside, CA

UnscoredInsufficient · 4
$42,05337,426 mi

Comparison: 4 similar vehicles

Riverside, CA

2024 Porsche Macan T

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

2024 Porsche Macan T

Riverside, CA

UnscoredInsufficient · 3
$42,88130,520 mi

Comparison: 3 similar vehicles

Riverside, CA

2006 Porsche Cayman S

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

2006 Porsche Cayman S

Riverside, CA

UnscoredInsufficient · 3
$42,88350,132 mi

Comparison: 3 similar vehicles

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Unscored
$42,99066,302 mi

Comparison: 13 similar vehicles

Riverside, CA

2023 Porsche Macan T

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

2023 Porsche Macan T

Riverside, CA

Unscored
$43,88122,735 mi

Comparison: 6 similar vehicles

Riverside, CA

2024 Porsche Macan T

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

2024 Porsche Macan T

Riverside, CA

Unscored
$44,55327,327 mi

Comparison: 5 similar vehicles

Riverside, CA

2006 Porsche Cayman S

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

2006 Porsche Cayman S

Riverside, CA

UnscoredInsufficient · 3
$44,88356,541 mi

Comparison: 3 similar vehicles

Riverside, CA

2024 Porsche Macan T

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

2024 Porsche Macan T

Riverside, CA

Unscored
$45,05324,325 mi

Comparison: 5 similar vehicles

Riverside, CA

2023 Porsche Macan T

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

2023 Porsche Macan T

Riverside, CA

Fair PriceModerate · 20
$46,05313,203 mi

Market: $42,998 – $54,120

Comparison: 20 similar vehicles

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

Riverside, CA

2022 Porsche Cayenne

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

2022 Porsche Cayenne

Riverside, CA

UnscoredInsufficient · 0
$49,05328,948 mi

Riverside, CA

2024 Porsche Macan Base

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

2024 Porsche Macan Base

Riverside, CA

UnscoredInsufficient · 3
$49,88118,981 mi

Comparison: 3 similar vehicles

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceLimited · 17
$49,95347,336 mi

Market: $48,152 – $54,053

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceLimited · 17
$50,95346,938 mi

Market: $48,152 – $54,053

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceLimited · 17
$51,88141,725 mi

Market: $48,152 – $54,053

Comparison: 17 similar vehicles

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

Riverside, CA

2022 Porsche Cayenne Platinum Edition

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

2022 Porsche Cayenne Platinum Edition

Riverside, CA

UnscoredInsufficient · 0
$51,95341,765 mi

Riverside, CA

2021 Porsche Taycan Base

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

2021 Porsche Taycan Base

Riverside, CA

UnscoredInsufficient · 3
$51,99836,379 mi

Comparison: 3 similar vehicles

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceLimited · 17
$52,55343,598 mi

Market: $48,152 – $54,053

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Riverside, CA

2022 Porsche Cayenne Base

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

2022 Porsche Cayenne Base

Riverside, CA

UnscoredInsufficient · 0
$52,58121,465 mi

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceLimited · 17
$53,05344,705 mi

Market: $48,152 – $54,031

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Riverside, CA

2022 Porsche Cayenne Platinum Edition

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

2022 Porsche Cayenne Platinum Edition

Riverside, CA

Unscored
$53,82639,394 mi

Comparison: 5 similar vehicles

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceModerate · 25
$53,95339,434 mi

Market: $49,997 – $59,617

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Riverside, CA

2022 Porsche Macan S

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

2022 Porsche Macan S

Riverside, CA

UnscoredInsufficient · 0
$53,99827,446 mi

Riverside, CA

2023 Porsche Macan S

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

2023 Porsche Macan S

Riverside, CA

UnscoredInsufficient · 3
$54,03127,564 mi

Comparison: 3 similar vehicles

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceModerate · 25
$54,88133,315 mi

Market: $49,997 – $59,617

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceModerate · 25
$55,05337,650 mi

Market: $49,997 – $59,617

Comparison: 25 similar vehicles

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

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceModerate · 25
$55,05339,831 mi

Market: $49,997 – $59,617

Comparison: 25 similar vehicles

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

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceModerate · 25
$55,95330,442 mi

Market: $49,997 – $59,617

Comparison: 25 similar vehicles

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

Riverside, CA

2022 Porsche Cayenne Coupe E-Hybrid

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

2022 Porsche Cayenne Coupe E-Hybrid

Riverside, CA

UnscoredInsufficient · 0
$55,99037,934 mi

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Fair PriceModerate · 25
$56,05330,555 mi

Market: $49,997 – $59,617

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Riverside, CA

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Riverside, CA

Unscored
$56,45328,989 mi

Comparison: 9 similar vehicles

Riverside, CA

2026 Porsche Macan T

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

2026 Porsche Macan T

Riverside, CA

Fair PriceRobust · 97
$56,8817,866 mi

Market: $56,881 – $75,272

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Riverside, 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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