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

2023 Ford F-150 XLT

2023 Ford F-150View this vehicle at bidleman auto group →

Vehicle Details

VIN1FTEW1EP3PKF06971
TrimXLT
Exterior ColorWhite
Drivetrain4WD
Engine2.7L V6
TransmissionAutomatic
Fuel TypeUnleaded
Inventory Typeused
Days on Lot21

XLT

Fair Price
$38,74936,961 mi

Medina, NY 14103

Is this 2023 Ford F-150 XLT a good deal?

OAV verdict: Fair Price

Why: Listed at $38,749, comparable market range $35,300–$48,677, based on 161 comparable listings. Listed 21 days · fresher than most comparable local listings (typical ~30–90 days).

Market price position

$38,749 · within market range

Comparable range
$35,300 – $48,677
vs. market
$3,449 above low · $9,928 below high
Comparable vehicles
161

Market Retail Price (MRP™)

$41,989

This vehicle $38,749 · $3,240 (8%) below 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™)

$39,740

This vehicle $38,749 · $991 (2%) below 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 2073 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.

Local Range$35,300 – $48,677
Regional Range$28,890 – $55,489

Bidleman Auto Group

Medina, NY

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About This 2023 Ford F-150

Listing updated: Sep 23, 2026

Listed by a franchise dealer in Medina, NY · On lot for 21 days · VIN verifiable at NHTSA

This used 2023 Ford F-150 XLT is listed at $38,749 by bidleman auto group in Medina, NY 14103. It has 36,961 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is White. It features a 4WD drivetrain with a 2.7L V6 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 161 comparable listings matched to this vehicle, the estimated market range is $35,300 to $48,677. The comparable range in NY is $35,300 to $48,677. 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 21 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 Medina, NY trucks 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 Ford F-150 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 Price-to-Market verdict and live market context for every dealer's inventory, whether or not the dealer has any relationship with OAV. A dealer that claims its listings can manage its profile and have buyer inquiries routed to it directly. A paying partner's own listings additionally carry an OAV Verified Partner label on the dealer contact block and a link to the dealer's own listing page. That is the complete list of what a relationship with OAV changes, and all of it concerns the dealer's identity on its own listings. Payment never changes a vehicle's verdict, its eligibility to be scored or cited, the evidence shown or withheld, or where and how prominently the listing appears on any OAV page, board, or answer. There is no paid placement, ranking, ordering, verdict badge, or featured position of any kind. OAV sells dealers insight into the evidence, never influence over it.

How this listing is verified

This vehicle listing was aggregated from a franchise dealer in Medina, NY, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN 1FTEW1EP3PKF06971 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 Ford F-150 Market in NY

NY Market Listings

1,493

Average Price

$42,854

Price Range

$33,685–$57,106

Avg Days on Lot

96

Based on all 1,493 2021-2025 Ford F-150 listings in the NY market, the average asking price is $42,854. This listing at $38,749 is $4,105 below the broader NY average (10% below the NY average). This is a wider, all-trim comparison across NY; OAV's price verdict above uses the closer comparable set. Comparable prices in NY range from $33,685 to $57,106. Similar vehicles spend an average of 96 days on dealer lots in this market.

Similar Ford F-150 Listings in NY

8 similar listings shown (closest matches within ±2 model years) and ±30,000 miles (subject trim: XLT — 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.