U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV
2023 Mercedes-Benz GLB

Vehicle Details

VINW1N4M4GB4PW332446
TrimBase
Exterior ColorWhite
DrivetrainFWD
Engine2.0L I4
TransmissionAutomatic
Fuel TypePremium Unleaded
Inventory Typeused
Days on Lot59

2023 Mercedes-Benz GLB

Base

Fair Price
$30,00013,657 mi

Cleveland, OH 44119

Is this 2023 Mercedes-Benz GLB Base a good deal?

OAV verdict: Fair Price

Why: Listed at $30,000, comparable market range $26,500–$37,998, based on 10 comparable listings. Days on lot: 59 days (market average 56 days).

Market price position

26,500
37,998
30,000

$30,000 · within market range

$26,500comparable$37,998
Regional range
$26,500 – $37,998
vs. market
$3,500 above low · $7,998 below high
Comparable vehicles
10
Demand-Verified· Backed by recent sales data

Similar vehicles recently sold in an estimated 1658 days.

Market Breakdown

Local = comparable listings in the same metro. Regional = comparable listings across the broader state or multi-state region. Both ranges refresh daily.

Regional Range$26,500 – $37,998

Dealer Info

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Cleveland, OH

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About This 2023 Mercedes-Benz GLB

Listing updated: May 18, 2026

Listed by a franchise dealer in Cleveland, OH · On lot for 59 days · VIN verifiable at NHTSA

This used 2023 Mercedes-Benz GLB Base is listed at $30,000 by a franchise dealer in Cleveland, OH 44119. It has 13,657 miles on the odometer. The exterior color is White. It features a FWD drivetrain with a 2.0L I4 engine and Automatic transmission.

OAV's AI-powered Price-to-Market analysis rates this vehicle as Fair Price — priced at market value. Based on 10 similar vehicles in the Cleveland market, the estimated market range is $26,500 to $37,998.

This vehicle has been on the lot for 59 days.

Analysis powered by OAV's patented inventory standardization technology (U.S. Patent No. 12,236,477).

Market context

This listing is part of OAV's broader Cleveland, OH suvs market analysis. OAV compares vehicles using local and regional price-to-market ranges, days-on-lot, comparable count, and demand signals where available.

How this deal is rated

OAV compares this 2023 Mercedes-Benz GLB against similar vehicles currently available in the local and regional market — same make, model, and year range, filtered for comparable mileage. Based on where this listing falls in that comparable set, it is rated:

This rating refreshes daily as inventory enters and leaves the market. The dealer on this listing has not yet activated on OAV, so the business name and contact details are anonymized here. Activated (paying) dealers appear with their verified business name and a Verified badge.

How this listing is verified

This vehicle listing was aggregated from a franchise dealer in Cleveland, OH, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN W1N4M4GB4PW332446 can be independently verified via the U.S. Department of Transportation's NHTSA VIN decoder, and safety recalls at NHTSA's recall database.

Vehicle attributes (year, make, model, trim, mileage, location) are standardized using OAV's patented methodology (U.S. Patent No. 12,236,477), which normalizes naming conventions and deduplicates cross-listed inventory across the dealership network. Listing data is refreshed daily; Price-to-Market analysis uses comparable vehicles within the same geographic market.

2023 Mercedes-Benz GLB Market in OH

Comparable Vehicles

253

Average Price

$33,797

Price Range

$19,799–$52,305

Avg Days on Lot

56

Based on 253 comparable 2021-2025 Mercedes-Benz GLB listings in OH, the average asking price is $33,797. This listing at $30,000 is $3,797 below average (11% below market). Comparable prices in OH range from $19,799 to $52,305. Similar vehicles spend an average of 56 days on dealer lots in this market.

Similar Mercedes-Benz GLB Listings in OH

8 comparable vehicles within ±2 model years and ±30,000 miles (subject trim: Base — compare trims below)