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

2023 Toyota Corolla SE

2023 Toyota CorollaView this vehicle at nieves auto sales →

Vehicle Details

VIN5YFS4MCE6PP157558
TrimSE
Exterior ColorBlack
DrivetrainFWD
Engine2.0L I4
TransmissionCVT
Fuel TypeUnleaded
Inventory Typeused
Days on Lot95

SE

Great Deal
$17,50030,000 mi

Miami, FL 33147

Is this 2023 Toyota Corolla SE a good deal?

OAV verdict: Great Deal

Why: Listed at $17,500, comparable market range $20,998–$23,708, based on 10 comparable listings. Listed 95 days · longer than most comparable local listings (typical ~15–60 days).

Market price position

$17,500 · $3,498 below market low

Comparable range
$20,998 – $23,708
vs. market low
— $3,498 (17% below)
Comparable vehicles
10

Market Retail Price (MRP™)

$22,353

This vehicle $17,500 · $4,853 (22%) 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™)

$23,100

This vehicle $17,500 · $5,600 (24%) 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 1347 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$20,998 – $23,708
Regional Range$10,700 – $26,141

Nieves Auto Sales

Miami, FL

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About This 2023 Toyota Corolla

Listing updated: Sep 23, 2026

Listed by an independent dealer in Miami, FL · On lot for 95 days · VIN verifiable at NHTSA

This used 2023 Toyota Corolla SE is listed at $17,500 by nieves auto sales in Miami, FL 33147. It has 30,000 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is Black. It features a FWD drivetrain with a 2.0L I4 engine and CVT transmission.

OAV's independent, evidence-backed Price-to-Market analysis rates this vehicle as a Great Deal — priced below the comparable-range floor by at least OAV's minimum-gap margin. Based on 10 comparable listings matched to this vehicle, the estimated market range is $20,998 to $23,708. The comparable range in FL is $20,998 to $23,708. 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 95 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 Miami, 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 2023 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 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 an independent dealer in Miami, FL, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN 5YFS4MCE6PP157558 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 Toyota Corolla Market in FL

FL Market Listings

2,184

Average Price

$20,743

Price Range

$15,498–$25,034

Avg Days on Lot

63

Based on all 2,184 2021-2025 Toyota Corolla listings in the FL market, the average asking price is $20,743. This listing at $17,500 is $3,243 below the broader FL average (16% below the FL average). This is a wider, all-trim comparison across FL; OAV's price verdict above uses the closer comparable set. Comparable prices in FL range from $15,498 to $25,034. Similar vehicles spend an average of 63 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: SE — 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.