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

2003 Toyota Corolla LE

2003 Toyota CorollaView this vehicle at fnf auto sales llc →

Vehicle Details

VINJTDBR32EX30029955
TrimLE
Exterior ColorSilver
DrivetrainFWD
Engine1.8L I4
TransmissionAutomatic
Fuel TypeUnleaded
Inventory Typeused
Days on Lot10

LE

Unscored
$3,900119,738 mi

Orlando, FL 32805

Is this 2003 Toyota Corolla LE a good deal?

OAV verdict: Unscored

Why: Listed at $3,900. OAV found too few sufficiently similar vehicles nearby to support a confident price verdict, so it withholds one rather than guessing. Listed 10 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.

Fnf Auto Sales Llc

Orlando, FL

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About This 2003 Toyota Corolla

Listing updated: Sep 13, 2026

Listed by an independent dealer in Orlando, FL · On lot for 10 days · VIN verifiable at NHTSA

This used 2003 Toyota Corolla LE is listed at $3,900 by fnf auto sales llc in Orlando, FL 32805. It has 119,738 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is Silver. It features a FWD drivetrain with a 1.8L I4 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 10 days.

Analysis powered by OAV's patented inventory standardization technology (U.S. Patent No. 12,236,477). Verdict methodology ptm-verdict-v1 · snapshot Sep 13, 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 Orlando, FL 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 2003 Toyota Corolla 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 Orlando, FL, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN JTDBR32EX30029955 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 Toyota Corolla Market in FL

FL Market Listings

30

Average Price

Price Range

Avg Days on Lot

296

Based on all 30 2001-2005 Toyota Corolla listings in the FL 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 296 days on dealer lots in this market.

Similar Toyota Corolla Listings in FL

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