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

2003 Ford F-150 XLT

2003 Ford F-150View this vehicle at auto plan →

Vehicle Details

VIN1FTRW07623KB31357
TrimXLT
Exterior ColorWhite
DrivetrainRWD
Engine4.6L V8
TransmissionAutomatic
Fuel TypeUnleaded
Inventory Typeused
Days on Lot344

XLT

Unscored
$3,995249,055 mi

La Porte, TX 77571

Is this 2003 Ford F-150 XLT a good deal?

OAV verdict: Unscored

Why: Listed at $3,995. OAV found too few sufficiently similar vehicles nearby to support a confident price verdict, so it withholds one rather than guessing. Listed 344 days.

Market price position

OAV found too few sufficiently similar vehicles nearby to support a confident price verdict, so it withholds one rather than guessing.

Verify before inquiring
  • This listing has been available about 5.6x longer than comparable vehicles typically take to sell (cohort sells in 11–61 days; this one is at 344). Confirm its history, condition, availability, and out-the-door price before proceeding.

Auto Plan

La Porte, TX

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About This 2003 Ford F-150

Listing updated: Sep 16, 2026

Listed by an independent dealer in La Porte, TX · On lot for 344 days · VIN verifiable at NHTSA

This used 2003 Ford F-150 XLT is listed at $3,995 by auto plan in La Porte, TX 77571. It has 249,055 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is White. It features a RWD drivetrain with a 4.6L V8 engine and Automatic transmission.

OAV's independent, evidence-backed Price-to-Market analysis rates this vehicle as Unscored. OAV found too few sufficiently similar vehicles nearby to support a confident price verdict, so it withholds one rather than guessing.

This vehicle has been on the lot for 344 days.

Analysis powered by OAV's patented inventory standardization technology (U.S. Patent No. 12,236,477). Verdict methodology ptm-verdict-v1 · snapshot Sep 16, 2026. The patented comparable band 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 La Porte, TX 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 2003 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 Deal — priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin is Fair Price.
  • Fair Price — priced within the expected range for comparable vehicles.
  • Overpriced — priced above the typical range for comparable vehicles.

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 an independent dealer in La Porte, TX, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN 1FTRW07623KB31357 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 processed daily; Price-to-Market analysis uses comparable vehicles.

2003 Ford F-150 Market in TX

TX Market Listings

95

Average Price

Price Range

Avg Days on Lot

266

Based on all 95 2001-2005 Ford F-150 listings in the TX market. Because OAV has not assigned a reliable price verdict to this listing, it does not state how it compares to this broader average. Similar vehicles spend an average of 266 days on dealer lots in this market.

Similar Ford F-150 Listings in TX

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.