Skip to main content
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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

39 listings found

2013 Mercedes-Benz GL-Class GL450

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

2013 Mercedes-Benz GL-Class GL450

Ewing Township, NJ

UnscoredInsufficient · 3
$7,499152,649 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2014 Mercedes-Benz C-Class C300 Sport

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

2014 Mercedes-Benz C-Class C300 Sport

Ewing Township, NJ

Fair PriceModerate · 33
$9,999106,956 mi

Market: $6,495 – $10,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 563 days listed (based on current market benchmarks)

Ewing Township, NJ

2013 Mercedes-Benz E-Class E350 Luxury

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

2013 Mercedes-Benz E-Class E350 Luxury

Ewing Township, NJ

UnscoredLimited · 7
$9,99993,233 mi

Comparison: 7 similar vehicles

Ewing Township, NJ

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Ewing Township, NJ

Fair PriceModerate · 27
$15,79070,781 mi

Market: $8,000 – $17,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Ewing Township, NJ

2018 Mercedes-Benz GLS-Class GLS550

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

2018 Mercedes-Benz GLS-Class GLS550

Ewing Township, NJ

UnscoredModerate · 22
$16,798121,472 mi

Comparison: 22 similar vehicles

Ewing Township, NJ

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

Ewing Township, NJ

Fair PriceLimited · 17
$21,19849,266 mi

Market: $21,398 – $30,598

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 98 days listed (based on current market benchmarks)

Ewing Township, NJ

2023 Mercedes-Benz EQE SUV Base

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

2023 Mercedes-Benz EQE SUV Base

Ewing Township, NJ

Great DealModerate · 29
$27,29034,643 mi

Market: $28,290 – $44,786

Comparison: 29 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 115 days listed (based on current market benchmarks)

Ewing Township, NJ

2023 Mercedes-Benz EQE SUV Base

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

2023 Mercedes-Benz EQE SUV Base

Ewing Township, NJ

Fair PriceModerate · 29
$28,29031,434 mi

Market: $27,290 – $44,786

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Ewing Township, NJ

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

Ewing Township, NJ

Fair PriceModerate · 23
$29,79046,056 mi

Market: $28,991 – $35,598

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Ewing Township, NJ

2021 Mercedes-Benz GLE GLE350

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

2021 Mercedes-Benz GLE GLE350

Ewing Township, NJ

Fair PriceModerate · 47
$29,79068,818 mi

Market: $24,999 – $33,419

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Ewing Township, NJ

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

Ewing Township, NJ

Fair PriceRobust · 74
$29,89832,741 mi

Market: $28,390 – $38,789

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Ewing Township, NJ

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

Ewing Township, NJ

Fair PriceRobust · 53
$30,79030,438 mi

Market: $21,900 – $31,934

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Ewing Township, NJ

2022 Mercedes-Benz GLC Coupe GLC300

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

2022 Mercedes-Benz GLC Coupe GLC300

Ewing Township, NJ

UnscoredInsufficient · 4
$34,79032,420 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2022 Mercedes-Benz GLS GLS450

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

2022 Mercedes-Benz GLS GLS450

Ewing Township, NJ

UnscoredLimited · 6
$36,15880,987 mi

Comparison: 6 similar vehicles

Ewing Township, NJ

2024 Mercedes-Benz C-Class Sedan AMG C43

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

2024 Mercedes-Benz C-Class Sedan AMG C43

Ewing Township, NJ

UnscoredLimited · 5
$41,79013,115 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2022 Mercedes-Benz GLE GLE450

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

2022 Mercedes-Benz GLE GLE450

Ewing Township, NJ

UnscoredLimited · 5
$41,79026,201 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2024 Mercedes-Benz C-Class Sedan AMG C43

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

2024 Mercedes-Benz C-Class Sedan AMG C43

Ewing Township, NJ

UnscoredLimited · 5
$42,79016,084 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2023 Mercedes-Benz E-Class E350

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

2023 Mercedes-Benz E-Class E350

Ewing Township, NJ

Fair PriceModerate · 26
$42,79023,244 mi

Market: $38,503 – $45,046

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Ewing Township, NJ

2023 Mercedes-Benz GLE GLE450

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

2023 Mercedes-Benz GLE GLE450

Ewing Township, NJ

UnscoredInsufficient · 3
$45,79010,291 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2024 Mercedes-Benz GLE GLE450

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

2024 Mercedes-Benz GLE GLE450

Ewing Township, NJ

Great DealModerate · 38
$46,79021,490 mi

Market: $52,889 – $88,866

Comparison: 38 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 167 days listed (based on current market benchmarks)

Ewing Township, NJ

2016 Mercedes-Benz G-Class G550

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

2016 Mercedes-Benz G-Class G550

Ewing Township, NJ

UnscoredLimited · 5
$50,79070,323 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2021 Mercedes-Benz S-Class S580

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

2021 Mercedes-Benz S-Class S580

Ewing Township, NJ

UnscoredInsufficient · 3
$53,88932,317 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2025 Mercedes-Benz C-Class Sedan AMG C63 S E Peformance

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

2025 Mercedes-Benz C-Class Sedan AMG C63 S E Peformance

Ewing Township, NJ

UnscoredInsufficient · 4
$54,79011,382 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2025 Mercedes-Benz GLC Coupe AMG GLC 43

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

2025 Mercedes-Benz GLC Coupe AMG GLC 43

Ewing Township, NJ

UnscoredInsufficient · 0
$54,79014,784 mi

Ewing Township, NJ

2024 Mercedes-Benz GLS Base

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

2024 Mercedes-Benz GLS Base

Ewing Township, NJ

Fair PriceModerate · 38
$55,79029,808 mi

Market: $55,452 – $75,799

Comparison: 38 similar vehicles

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

Ewing Township, NJ

2022 Mercedes-Benz Sprinter Passenger Van Base

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

2022 Mercedes-Benz Sprinter Passenger Van Base

Ewing Township, NJ

UnscoredInsufficient · 0
$55,79011,187 mi

Ewing Township, NJ

2025 Mercedes-Benz GLS Base

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

2025 Mercedes-Benz GLS Base

Ewing Township, NJ

Great DealLimited · 11
$60,79016,772 mi

Market: $69,399 – $92,479

Comparison: 11 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 84 days listed (based on current market benchmarks)

Ewing Township, NJ

2021 Mercedes-Benz S-Class S580

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

2021 Mercedes-Benz S-Class S580

Ewing Township, NJ

UnscoredInsufficient · 3
$60,79028,905 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2020 Mercedes-Benz C-Class Coupe AMG C63

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

2020 Mercedes-Benz C-Class Coupe AMG C63

Ewing Township, NJ

OverpricedLimited · 13
$62,79028,962 mi

Market: $60,500 – $60,675

Comparison: 13 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Ewing Township, NJ

2024 Mercedes-Benz GLS Base

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

2024 Mercedes-Benz GLS Base

Ewing Township, NJ

Fair PriceModerate · 38
$65,79027,663 mi

Market: $55,452 – $75,799

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Ewing Township, NJ

2017 Mercedes-Benz G-Class AMG G63

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

2017 Mercedes-Benz G-Class AMG G63

Ewing Township, NJ

UnscoredLimited · 9
$70,79043,624 mi

Comparison: 9 similar vehicles

Ewing Township, NJ

2018 Mercedes-Benz G-Class AMG G63

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

2018 Mercedes-Benz G-Class AMG G63

Ewing Township, NJ

UnscoredInsufficient · 0
$72,79041,858 mi

Ewing Township, NJ

2022 Mercedes-Benz SL Mercedes-AMG

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

2022 Mercedes-Benz SL Mercedes-AMG

Ewing Township, NJ

Great DealLimited · 10
$78,7908,869 mi

Market: $81,475 – $114,793

Comparison: 10 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 39 days listed (based on current market benchmarks)

Ewing Township, NJ

2018 Mercedes-Benz AMG GT Coupe S

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

2018 Mercedes-Benz AMG GT Coupe S

Ewing Township, NJ

UnscoredInsufficient · 0
$82,79035,477 mi

Ewing Township, NJ

2025 Mercedes-Benz GLS AMG GLS 63

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

2025 Mercedes-Benz GLS AMG GLS 63

Ewing Township, NJ

UnscoredInsufficient · 0
$95,79026,933 mi

Ewing Township, NJ

2018 Mercedes-Benz AMG GT Roadster C

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

2018 Mercedes-Benz AMG GT Roadster C

Ewing Township, NJ

UnscoredInsufficient · 0
$97,7908,802 mi

Ewing Township, NJ

2021 Mercedes-Benz G-Class G550

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

2021 Mercedes-Benz G-Class G550

Ewing Township, NJ

UnscoredInsufficient · 0
$116,79013,101 mi

Ewing Township, NJ

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

Ewing Township, NJ

UnscoredInsufficient · 4
$117,38959,750 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2025 Mercedes-Benz G-Class Mercedes-AMG

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

2025 Mercedes-Benz G-Class Mercedes-AMG

Ewing Township, NJ

UnscoredLimited · 5
$205,58914,911 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.