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

2023 Toyota Corolla LE

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Vehicle Details

VINJTDBCMFE4P3017029
TrimLE
Exterior ColorGray
DrivetrainFWD
Engine1.8L I4
TransmissionCVT
Fuel TypeUnleaded
Inventory Typeused
Days on Lot6

LE

Fair Price
$23,38835,927 mi

Cary, NC 27511

Is this 2023 Toyota Corolla LE a good deal?

OAV verdict: Fair Price

Why: Listed at $23,388, comparable market range $22,740–$23,788, based on 18 comparable listings. Days on lot: 6 days (market average 50 days).

Market price position

$23,388 · within market range

Comparable range
$22,740 – $23,788
vs. market
$648 above low · $400 below high
Comparable vehicles
18

Market Retail Price (MRP™)

$23,264

This vehicle $23,388 · $124 (1%) 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™)

$21,428

This vehicle $23,388 · $1,960 (9%) above TRV

TRV™ is the average paid price for cars like this in the last 60 days (sold data through 2026-08-11) — an estimate, not an appraisal. How TRV works.

Comparable vehicles nationally recently sold in an estimated 1247 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$22,740 – $23,788
Regional Range$17,990 – $25,111

Leith Volkswagen Of Cary

Cary, NC

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OAV routes your inquiry; pricing, taxes, fees, and availability come from the dealer.

About This 2023 Toyota Corolla

Listing updated: Aug 11, 2026

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

This used 2023 Toyota Corolla LE is listed at $23,388 by leith volkswagen of cary in Cary, NC 27511. It has 35,927 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is Gray. It features a FWD drivetrain with a 1.8L I4 engine and CVT transmission.

OAV's AI-powered Price-to-Market analysis rates this vehicle as Fair Price — priced at market value. Based on 18 comparable listings matched to this vehicle, the estimated market range is $22,740 to $23,788. The local market range in NC is $22,740 to $23,788. These comparisons match year, make, and model and may currently span trims and configurations (trim-level matching is rolling out).

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).

Market context

This listing is part of OAV's broader Cary, NC sedans market analysis. OAV compares vehicles using local and regional price-to-market ranges, days-on-lot, comparable count, and demand signals where available.

How this deal is rated

OAV compares this 2023 Toyota Corolla against similar vehicles currently available in the local and regional market — same make, model, and year range (currently across available trims and configurations; trim-level matching is rolling out), filtered for comparable mileage. Based on where this listing falls in that comparable set, it is rated:

  • Great Deal — priced below the typical range for comparable vehicles.
  • 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 surface additional verification signals.

How this listing is verified

This vehicle listing was aggregated from a franchise dealer in Cary, NC, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN JTDBCMFE4P3017029 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 within the same geographic market.

2023 Toyota Corolla Market in NC

NC Market Listings

602

Average Price

$20,936

Price Range

$9,249–$29,151

Avg Days on Lot

50

Based on all 602 2021-2025 Toyota Corolla listings in the NC market, the average asking price is $20,936. This listing at $23,388 is $2,452 above the broader NC average (12% above the NC average). This is a wider, all-trim comparison across NC; OAV's price verdict above uses the closer comparable set. Comparable prices in NC range from $9,249 to $29,151. Similar vehicles spend an average of 50 days on dealer lots in this market.

Similar Toyota Corolla Listings in NC

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