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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

2023 Mercedes-Benz E-Class E350

2023 Mercedes-Benz E-ClassView this vehicle at mercedes-benz of bedford →

Vehicle Details

VINW1KZF8EB8PB150019
TrimE350
Exterior ColorBlue
Drivetrain4WD
Engine2.0L I4
TransmissionAutomatic
Fuel TypePremium Unleaded
Inventory Typeused
Days on Lot6

E350

Fair Price
$43,19816,232 mi

Bedford, OH 44146

Is this 2023 Mercedes-Benz E-Class E350 a good deal?

OAV verdict: Fair Price

Why: Listed at $43,198, comparable market range $35,216–$46,270, based on 84 comparable listings. Listed 6 days.

Market price position

$43,198 · within market range

Comparable range
$35,216 – $46,270
vs. market
$7,982 above low · $3,072 below high
Comparable vehicles
84

Market Retail Price (MRP™)

$40,743

This vehicle $43,198 · $2,455 (6%) above MRP

MRP™ is the midpoint of the comparable market range — the representative price the market is asking for similar vehicles. How MRP works.

True Retail Value (TRV™)

$42,777

This vehicle $43,198 · $421 (1%) above TRV

TRV™ is the average paid price for cars like this in the last 60 days (sold data through 2026-09-23) — an estimate, not an appraisal. How TRV works.

Comparable vehicles nationally recently sold in an estimated 1860 days.

Market Breakdown

Local = comparable listings in the same metro. Regional = comparable listings across the broader state or multi-state region. Both ranges are rebuilt from the market snapshot shown above.

Regional Range$35,216 – $46,270

Mercedes-Benz Of Bedford

Bedford, OH

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About This 2023 Mercedes-Benz E-Class

Listing updated: Sep 23, 2026

Listed by a franchise dealer in Bedford, OH · On lot for 6 days · VIN verifiable at NHTSA

This used 2023 Mercedes-Benz E-Class E350 is listed at $43,198 by mercedes-benz of bedford in Bedford, OH 44146. It has 16,232 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is Blue. It features a 4WD drivetrain with a 2.0L I4 engine and Automatic transmission.

OAV's independent, evidence-backed Price-to-Market analysis rates this vehicle as Fair Price — priced in line with the supported comparable range. Based on 84 comparable listings matched to this vehicle, the estimated market range is $35,216 to $46,270. These comparisons match year, make, and model, using trim where the data supports it. OAV does not adjust comparable prices for mileage — every price shown is the real advertised price. On used vehicles, mileage can still cause OAV to withhold a verdict — very high or unreliable mileage, or a lower price better explained by higher-than-typical mileage than by a genuine market discount — rather than call it a deal it can't support.

This vehicle has been on the lot for 6 days.

Analysis powered by OAV's patented inventory standardization technology (U.S. Patent No. 12,236,477). Verdict methodology ptm-verdict-v1 · snapshot Sep 23, 2026. The comparable band (patent pending) is the input; ptm-verdict-v1 is the versioned OAV rule set that turns it into this verdict.

Market context

This listing is part of OAV's broader Bedford, OH sedans market analysis. OAV compares vehicles by local and regional price-to-market ranges and comparable count; days-on-lot and demand signals are shown separately, not as verdict inputs.

How this deal is rated

OAV compares this 2023 Mercedes-Benz E-Class against similar vehicles currently available for sale — same make, model, and year range, using trim where the data supports it. OAV does not adjust comparable prices for mileage; on used vehicles it withholds a verdict when mileage would distort the comparison — very high or unreliable mileage, or a lower price better explained by higher-than-typical mileage than by a genuine market discount — rather than overstate a deal. Based on where this listing falls in that comparable set, it is rated:

  • Great Dealpriced below the comparable-range floor by at least OAV's minimum-gap margin; a smaller gap under the floor is Fair Price.
  • Fair Pricepriced within the comparable range, or below the floor by less than that margin.
  • Overpriced — priced above the typical range for comparable vehicles.
  • Unscored — OAV withholds a verdict when the evidence cannot support one: too few or too widely spread comparables, a price it cannot validate, a branded or salvage title, or mileage that would distort the comparison. The listing stays visible; only the rating is withheld.

Listings show OAV's PTM-derived deal quality and live market context. OAV-claimed dealers manage their listing profile and route buyer inquiries directly. Paid OAV partners can surface additional verification signals, but commercial participation never changes a listing's Price-to-Market verdict, eligibility, ranking, or confidence.

How this listing is verified

This vehicle listing was aggregated from a franchise dealer in Bedford, OH, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN W1KZF8EB8PB150019 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 vehicle market standardization technology (U.S. Patent No. 12,236,477), which normalizes naming conventions and deduplicates cross-listed inventory across the dealership network. Listing data is processed daily; Price-to-Market analysis uses comparable vehicles.

2023 Mercedes-Benz E-Class Market in OH

OH Market Listings

37

Average Price

$50,948

Price Range

$31,790–$80,771

Avg Days on Lot

61

Based on all 37 2021-2025 Mercedes-Benz E-Class listings in the OH market, the average asking price is $50,948. This listing at $43,198 is $7,750 below the broader OH average (15% below the OH average). This is a wider, all-trim comparison across OH; OAV's price verdict above uses the closer comparable set. Comparable prices in OH range from $31,790 to $80,771. Similar vehicles spend an average of 61 days on dealer lots in this market.

Similar Mercedes-Benz E-Class Listings in OH

8 similar listings shown (closest matches within ±2 model years) and ±30,000 miles (subject trim: E350 — compare trims below)

This is a broad, statewide same-model set (any trim, mileage, or title) — not the qualified comparable cohort behind the verdict above; lower prices here typically reflect a different trim, higher mileage, or a branded title.