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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

42 listings found

2017 Maserati Ghibli S

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

2017 Maserati Ghibli S

Cincinnati, OH

UnscoredInsufficient · 0
$13,500Mileage not verified

Cincinnati, OH

2017 Maserati Levante Base

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

2017 Maserati Levante Base

Cincinnati, OH

UnscoredInsufficient · 4
$16,29278,188 mi

Comparison: 4 similar vehicles

Cincinnati, OH

No Photo

2017 Maserati Levante Base

Cincinnati, OH

Unscored
$16,90090,085 mi

Comparison: 6 similar vehicles

Cincinnati, OH

2018 Maserati Ghibli Base

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

2018 Maserati Ghibli Base

Cincinnati, OH

UnscoredInsufficient · 0
$16,99883,079 mi

Cincinnati, OH

No Photo

2003 Maserati Coupe Base

Cincinnati, OH

UnscoredInsufficient · 0
$20,60026,743 mi

Cincinnati, OH

No Photo

2010 Maserati GranTurismo Base

Cincinnati, OH

UnscoredInsufficient · 0
$21,40050,098 mi

Cincinnati, OH

2020 Maserati Quattroporte S GranSport

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

2020 Maserati Quattroporte S GranSport

Cincinnati, OH

UnscoredInsufficient · 0
$35,20043,055 mi

Cincinnati, OH

2023 Maserati Grecale GT

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

2023 Maserati Grecale GT

Cincinnati, OH

UnscoredInsufficient · 0
$36,90029,003 mi

Cincinnati, OH

2023 Maserati Levante Modena

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

2023 Maserati Levante Modena

Cincinnati, OH

UnscoredInsufficient · 0
$41,90044,606 mi

Cincinnati, OH

2021 Maserati Levante GTS

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

2021 Maserati Levante GTS

Cincinnati, OH

UnscoredInsufficient · 0
$42,00070,975 mi

Cincinnati, OH

2023 Maserati Levante GT

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

2023 Maserati Levante GT

Cincinnati, OH

Fair PriceLimited · 12
$42,90027,924 mi

Market: $42,900 – $44,298

Comparison: 12 similar vehicles

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

Cincinnati, OH

2023 Maserati Levante GT

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

2023 Maserati Levante GT

Cincinnati, OH

Fair PriceLimited · 12
$42,90029,501 mi

Market: $42,900 – $44,298

Comparison: 12 similar vehicles

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

Cincinnati, OH

No Photo

2023 Maserati Levante GT

Cincinnati, OH

Fair PriceLimited · 12
$42,90028,725 mi

Market: $42,900 – $44,298

Comparison: 12 similar vehicles

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

Cincinnati, OH

2014 Maserati GranTurismo Sport

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

2014 Maserati GranTurismo Sport

Cincinnati, OH

UnscoredInsufficient · 0
$42,9006,695 mi

Cincinnati, OH

2023 Maserati Levante GT

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

2023 Maserati Levante GT

Cincinnati, OH

OverpricedLimited · 12
$43,90022,865 mi

Market: $42,900 – $43,298

Comparison: 12 similar vehicles

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

Cincinnati, OH

2022 Maserati Levante Modena

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

2022 Maserati Levante Modena

Cincinnati, OH

UnscoredInsufficient · 0
$45,90012,686 mi

Cincinnati, OH

2024 Maserati Grecale GT

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

2024 Maserati Grecale GT

Cincinnati, OH

UnscoredInsufficient · 4
$47,3984,920 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2024 Maserati Grecale GT

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

2024 Maserati Grecale GT

Cincinnati, OH

UnscoredInsufficient · 4
$47,3986,258 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2023 Maserati Ghibli Modena

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

2023 Maserati Ghibli Modena

Cincinnati, OH

UnscoredInsufficient · 3
$48,90025,793 mi

Comparison: 3 similar vehicles

Cincinnati, OH

2024 Maserati Levante Modena Ultima

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

2024 Maserati Levante Modena Ultima

Cincinnati, OH

UnscoredInsufficient · 0
$49,90032,749 mi

Cincinnati, OH

2024 Maserati Grecale GT

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

2024 Maserati Grecale GT

Cincinnati, OH

UnscoredInsufficient · 4
$49,9987,992 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2025 Maserati Grecale Base

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

2025 Maserati Grecale Base

Cincinnati, OH

UnscoredInsufficient · 4
$63,2041,044 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2025 Maserati Grecale Base

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

2025 Maserati Grecale Base

Cincinnati, OH

UnscoredInsufficient · 4
$63,9673,885 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2025 Maserati Grecale Base

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

2025 Maserati Grecale Base

Cincinnati, OH

UnscoredInsufficient · 4
$63,9674,776 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2024 Maserati Ghibli Modena Ultima

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

2024 Maserati Ghibli Modena Ultima

Cincinnati, OH

Unscored
$65,0007,301 mi

Comparison: 7 similar vehicles

Cincinnati, OH

2025 Maserati Grecale MODENA

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

2025 Maserati Grecale MODENA

Cincinnati, OH

UnscoredInsufficient · 0
$66,2384,085 mi

Cincinnati, OH

2023 Maserati Ghibli Trofeo

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

2023 Maserati Ghibli Trofeo

Cincinnati, OH

UnscoredInsufficient · 0
$67,9009,933 mi

Cincinnati, OH

2024 Maserati Ghibli Modena Ultima

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

2024 Maserati Ghibli Modena Ultima

Cincinnati, OH

UnscoredInsufficient · 0
$67,9985,809 mi

Cincinnati, OH

2024 Maserati Levante Modena Ultima

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

2024 Maserati Levante Modena Ultima

Cincinnati, OH

UnscoredInsufficient · 0
$72,9003,384 mi

Cincinnati, OH

2022 Maserati Levante Trofeo

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

2022 Maserati Levante Trofeo

Cincinnati, OH

UnscoredInsufficient · 0
$72,90021,790 mi

Cincinnati, OH

2026 Maserati Grecale Modena V6

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

2026 Maserati Grecale Modena V6

Cincinnati, OH

Fair PriceLimited · 15
$83,093Mileage not verified

Market: $84,283 – $104,593

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 278 days listed (based on current market benchmarks)

Cincinnati, OH

2026 Maserati Grecale Modena V6

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

2026 Maserati Grecale Modena V6

Cincinnati, OH

Fair PriceLimited · 15
$84,283Mileage not verified

Market: $83,093 – $104,593

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 297 days listed (based on current market benchmarks)

Cincinnati, OH

2026 Maserati Grecale Modena V6

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

2026 Maserati Grecale Modena V6

Cincinnati, OH

Fair PriceLimited · 15
$84,533Mileage not verified

Market: $83,093 – $104,593

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 215 days listed (based on current market benchmarks)

Cincinnati, OH

2026 Maserati Grecale Modena V6

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

2026 Maserati Grecale Modena V6

Cincinnati, OH

Fair PriceLimited · 15
$85,783Mileage not verified

Market: $83,093 – $104,593

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 297 days listed (based on current market benchmarks)

Cincinnati, OH

2026 Maserati Grecale Modena V6

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

2026 Maserati Grecale Modena V6

Cincinnati, OH

Fair PriceLimited · 15
$85,793Mileage not verified

Market: $83,093 – $104,593

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Cincinnati, OH

2026 Maserati Grecale Modena V6

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

2026 Maserati Grecale Modena V6

Cincinnati, OH

Fair PriceLimited · 15
$86,903Mileage not verified

Market: $83,093 – $104,593

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 304 days listed (based on current market benchmarks)

Cincinnati, OH

2025 Maserati Grecale TROFEO

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

2025 Maserati Grecale TROFEO

Cincinnati, OH

UnscoredInsufficient · 0
$114,183Mileage not verified

Cincinnati, OH

No Photo

2024 Maserati GranTurismo Trofeo

Cincinnati, OH

UnscoredInsufficient · 0
$115,6009,774 mi

Cincinnati, OH

2025 Maserati GranTurismo Base

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

2025 Maserati GranTurismo Base

Cincinnati, OH

UnscoredInsufficient · 0
$139,998Mileage not verified

Cincinnati, OH

2026 Maserati GranTurismo Base

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

2026 Maserati GranTurismo Base

Cincinnati, OH

UnscoredInsufficient · 0
$146,083Mileage not verified

Cincinnati, OH

2026 Maserati GranCabrio Base

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

2026 Maserati GranCabrio Base

Cincinnati, OH

UnscoredInsufficient · 3
$159,243Mileage not verified

Comparison: 3 similar vehicles

Cincinnati, OH

2022 Maserati MC20 Base

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

2022 Maserati MC20 Base

Cincinnati, OH

UnscoredInsufficient · 0
$189,9005,546 mi

Cincinnati, OH

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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