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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 · October 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

54 listings found

2003 Mercedes-Benz C-Class C240 4Matic

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

2003 Mercedes-Benz C-Class C240 4Matic

Staten Island, NY

UnscoredInsufficient · 0
$5,50041,000 mi

Staten Island, NY

2012 Mercedes-Benz C-Class C300 Sport

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

2012 Mercedes-Benz C-Class C300 Sport

Staten Island, NY

UnscoredLimited · 8
$7,90095,762 mi

Comparison: 8 similar vehicles

Staten Island, NY

2015 Mercedes-Benz C-Class C300 Luxury

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

2015 Mercedes-Benz C-Class C300 Luxury

Staten Island, NY

UnscoredInsufficient · 3
$8,990117,845 mi

Comparison: 3 similar vehicles

Staten Island, NY

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Staten Island, NY

Fair PriceModerate · 28
$9,99092,309 mi

Market: $6,900 – $15,999

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 225 days listed (based on current market benchmarks)

Staten Island, NY

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Staten Island, NY

UnscoredModerate · 22
$9,999117,026 mi

Comparison: 22 similar vehicles

Staten Island, NY

2016 Mercedes-Benz E-Class E350 Luxury

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

2016 Mercedes-Benz E-Class E350 Luxury

Staten Island, NY

UnscoredLimited · 11
$11,38883,326 mi

Comparison: 11 similar vehicles

Staten Island, NY

2015 Mercedes-Benz GLK-Class GLK350

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

2015 Mercedes-Benz GLK-Class GLK350

Staten Island, NY

Fair PriceLimited · 11
$11,995101,753 mi

Market: $4,500 – $15,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Staten Island, NY

2018 Mercedes-Benz C-Class Coupe C300

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

2018 Mercedes-Benz C-Class Coupe C300

Staten Island, NY

UnscoredInsufficient · 3
$12,995138,736 mi

Comparison: 3 similar vehicles

Staten Island, NY

2017 Mercedes-Benz GLS-Class GLS450

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

2017 Mercedes-Benz GLS-Class GLS450

Staten Island, NY

UnscoredModerate · 47
$13,900121,219 mi

Comparison: 47 similar vehicles

Staten Island, NY

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

Staten Island, NY

UnscoredInsufficient · 0
$13,90055,556 mi

Staten Island, NY

2017 Mercedes-Benz E-Class E400

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

2017 Mercedes-Benz E-Class E400

Staten Island, NY

UnscoredLimited · 8
$13,990101,464 mi

Comparison: 8 similar vehicles

Staten Island, NY

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Staten Island, NY

Fair PriceModerate · 36
$13,995101,005 mi

Market: $11,995 – $22,571

Comparison: 36 similar vehicles

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

Staten Island, NY

2018 Mercedes-Benz CLA CLA250

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

2018 Mercedes-Benz CLA CLA250

Staten Island, NY

Fair PriceRobust · 55
$14,49574,382 mi

Market: $8,875 – $24,890

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Staten Island, NY

2014 Mercedes-Benz GL-Class GL550

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

2014 Mercedes-Benz GL-Class GL550

Staten Island, NY

UnscoredInsufficient · 4
$14,900149,329 mi

Comparison: 4 similar vehicles

Staten Island, NY

2018 Mercedes-Benz GLE-Class GLE350

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

2018 Mercedes-Benz GLE-Class GLE350

Staten Island, NY

Fair PriceModerate · 38
$14,99579,591 mi

Market: $10,997 – $21,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Staten Island, NY

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Staten Island, NY

UnscoredModerate · 41
$15,72083,714 mi

Comparison: 41 similar vehicles

Staten Island, NY

2019 Mercedes-Benz E-Class E300

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

2019 Mercedes-Benz E-Class E300

Staten Island, NY

Fair PriceLimited · 18
$15,99588,946 mi

Market: $13,495 – $23,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Staten Island, NY

2019 Mercedes-Benz A-Class A220

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

2019 Mercedes-Benz A-Class A220

Staten Island, NY

UnscoredInsufficient · 4
$16,69651,934 mi

Comparison: 4 similar vehicles

Staten Island, NY

2017 Mercedes-Benz GLS-Class GLS550

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

2017 Mercedes-Benz GLS-Class GLS550

Staten Island, NY

Fair PriceLimited · 12
$16,995112,366 mi

Market: $14,995 – $22,785

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Staten Island, NY

2021 Mercedes-Benz A-Class A220

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

2021 Mercedes-Benz A-Class A220

Staten Island, NY

UnscoredLimited · 8
$17,18879,577 mi

Comparison: 8 similar vehicles

Staten Island, NY

2021 Mercedes-Benz GLB Base

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

2021 Mercedes-Benz GLB Base

Staten Island, NY

UnscoredLimited · 12
$17,68865,835 mi

Comparison: 12 similar vehicles

Staten Island, NY

2019 Mercedes-Benz Sprinter Crew Van Base

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

2019 Mercedes-Benz Sprinter Crew Van Base

Staten Island, NY

Fair PriceLimited · 13
$18,95095,010 mi

Market: $14,199 – $25,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Staten Island, NY

2020 Mercedes-Benz GLB Base

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

2020 Mercedes-Benz GLB Base

Staten Island, NY

Fair PriceLimited · 10
$18,99060,351 mi

Market: $13,790 – $19,194

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Staten Island, NY

2010 Mercedes-Benz Sprinter Van Base

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

2010 Mercedes-Benz Sprinter Van Base

Staten Island, NY

UnscoredInsufficient · 0
$19,22454,124 mi

Staten Island, NY

2019 Mercedes-Benz Sprinter Crew Van Base

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

2019 Mercedes-Benz Sprinter Crew Van Base

Staten Island, NY

Fair PriceLimited · 13
$19,750107,444 mi

Market: $14,199 – $25,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Staten Island, NY

2021 Mercedes-Benz GLC GLC300

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

2021 Mercedes-Benz GLC GLC300

Staten Island, NY

UnscoredLimited · 11
$22,08847,362 mi

Comparison: 11 similar vehicles

Staten Island, NY

2020 Mercedes-Benz GLE GLE350

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

2020 Mercedes-Benz GLE GLE350

Staten Island, NY

UnscoredRobust · 87
$22,39572,135 mi

Comparison: 87 similar vehicles

Staten Island, NY

2020 Mercedes-Benz E-Class E350

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

2020 Mercedes-Benz E-Class E350

Staten Island, NY

OverpricedLimited · 19
$23,35560,568 mi

Market: $17,950 – $21,925

Comparison: 19 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Staten Island, NY

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

Staten Island, NY

UnscoredLimited · 6
$24,58831,448 mi

Comparison: 6 similar vehicles

Staten Island, NY

2019 Mercedes-Benz E-Class E300

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

2019 Mercedes-Benz E-Class E300

Staten Island, NY

UnscoredInsufficient · 3
$25,88844,025 mi

Comparison: 3 similar vehicles

Staten Island, NY

2021 Mercedes-Benz Sprinter Cargo Van Base

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

2021 Mercedes-Benz Sprinter Cargo Van Base

Staten Island, NY

Fair PriceModerate · 25
$26,75077,142 mi

Market: $20,900 – $84,995

Comparison: 25 similar vehicles

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

Staten Island, NY

2019 Mercedes-Benz S-Class S560

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

2019 Mercedes-Benz S-Class S560

Staten Island, NY

Fair PriceLimited · 11
$27,900114,888 mi

Market: $22,995 – $36,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Staten Island, NY

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Staten Island, NY

UnscoredRobust · 53
$29,59931,415 mi

Comparison: 53 similar vehicles

Staten Island, NY

2022 Mercedes-Benz GLE GLE350

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

2022 Mercedes-Benz GLE GLE350

Staten Island, NY

UnscoredModerate · 38
$29,60280,262 mi

Comparison: 38 similar vehicles

Staten Island, NY

1999 Mercedes-Benz SL-Class Base

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

1999 Mercedes-Benz SL-Class Base

Staten Island, NY

UnscoredInsufficient · 0
$30,00190,022 mi

Staten Island, NY

2015 Mercedes-Benz S-Class S63 AMG

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

2015 Mercedes-Benz S-Class S63 AMG

Staten Island, NY

UnscoredLimited · 7
$30,99569,723 mi

Comparison: 7 similar vehicles

Staten Island, NY

2015 Mercedes-Benz S-Class S550

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

2015 Mercedes-Benz S-Class S550

Staten Island, NY

UnscoredInsufficient · 4
$32,59055,411 mi

Comparison: 4 similar vehicles

Staten Island, NY

2022 Mercedes-Benz GLE GLE350

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

2022 Mercedes-Benz GLE GLE350

Staten Island, NY

UnscoredLimited · 17
$36,89936,720 mi

Comparison: 17 similar vehicles

Staten Island, NY

2020 Mercedes-Benz GLC AMG GLC63

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

2020 Mercedes-Benz GLC AMG GLC63

Staten Island, NY

UnscoredInsufficient · 0
$44,99957,650 mi

Staten Island, NY

2024 Mercedes-Benz Sprinter Passenger Van Base

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

2024 Mercedes-Benz Sprinter Passenger Van Base

Staten Island, NY

UnscoredInsufficient · 3
$46,90018,078 mi

Comparison: 3 similar vehicles

Staten Island, NY

2023 Mercedes-Benz Sprinter Passenger Van Base

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

2023 Mercedes-Benz Sprinter Passenger Van Base

Staten Island, NY

UnscoredInsufficient · 0
$47,88834,177 mi

Staten Island, NY

2021 Mercedes-Benz C-Class Sedan AMG C63 S

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

2021 Mercedes-Benz C-Class Sedan AMG C63 S

Staten Island, NY

UnscoredInsufficient · 0
$66,99930,131 mi

Staten Island, NY

2021 Mercedes-Benz GLC Coupe AMG GLC63

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

2021 Mercedes-Benz GLC Coupe AMG GLC63

Staten Island, NY

UnscoredInsufficient · 0
$68,99940,295 mi

Staten Island, NY

2017 Mercedes-Benz S-Class AMG S63

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

2017 Mercedes-Benz S-Class AMG S63

Staten Island, NY

UnscoredInsufficient · 0
$79,99921,449 mi

Staten Island, NY

2026 Mercedes-Benz GLE Coupe GLE 53 AMG

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

2026 Mercedes-Benz GLE Coupe GLE 53 AMG

Staten Island, NY

UnscoredInsufficient · 4
$81,16416,808 mi

Comparison: 4 similar vehicles

Staten Island, NY

2021 Mercedes-Benz C-Class Coupe AMG C63

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

2021 Mercedes-Benz C-Class Coupe AMG C63

Staten Island, NY

UnscoredInsufficient · 0
$81,99915,269 mi

Staten Island, NY

2021 Mercedes-Benz C-Class Coupe AMG C63

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

2021 Mercedes-Benz C-Class Coupe AMG C63

Staten Island, NY

UnscoredInsufficient · 0
$84,9992,042 mi

Staten Island, NY

2024 Mercedes-Benz AMG GT Coupe 55

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

2024 Mercedes-Benz AMG GT Coupe 55

Staten Island, NY

UnscoredLimited · 6
$127,9994,824 mi

Comparison: 6 similar vehicles

Staten Island, NY

2024 Mercedes-Benz S-Class S63

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

2024 Mercedes-Benz S-Class S63

Staten Island, NY

OverpricedLimited · 13
$149,99919,067 mi

Market: $126,990 – $148,798

Comparison: 13 similar vehicles

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

Staten Island, NY

2021 Mercedes-Benz G-Class AMG G63

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

2021 Mercedes-Benz G-Class AMG G63

Staten Island, NY

UnscoredLimited · 6
$169,99928,864 mi

Comparison: 6 similar vehicles

Staten Island, NY

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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