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

2023 Kia Rio S

2023 Kia RioView this vehicle at stitch car auto sale llc →

Vehicle Details

VIN3KPA24AD2PE532293
TrimS
Exterior ColorBlack
DrivetrainFWD
Engine1.6L I4
TransmissionAutomatic
Fuel TypeUnleaded
Inventory Typeused
Days on Lot81

S

Unscored
$14,98773,804 mi

Pine Hills, FL 32808

Is this 2023 Kia Rio S a good deal?

OAV verdict: Unscored

Why: Listed at $14,987. This vehicle has higher mileage than is typical for its age, so its lower price isn't enough on its own to establish a like-for-like market discount — OAV withholds a verdict rather than call it a deal. Listed 81 days.

Market price position

This vehicle has higher mileage than is typical for its age, so its lower price isn't enough on its own to establish a like-for-like market discount — OAV withholds a verdict rather than call it a deal.

Stitch Car Auto Sale Llc

Pine Hills, FL

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About This 2023 Kia Rio

Listing updated: Sep 14, 2026

Listed by an independent dealer in Pine Hills, FL · On lot for 81 days · VIN verifiable at NHTSA

This used 2023 Kia Rio S is listed at $14,987 by stitch car auto sale llc in Pine Hills, FL 32808. It has 73,804 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is Black. It features a FWD drivetrain with a 1.6L I4 engine and Automatic transmission.

OAV's independent, evidence-backed Price-to-Market analysis rates this vehicle as Unscored. This vehicle has higher mileage than is typical for its age, so its lower price isn't enough on its own to establish a like-for-like market discount — OAV withholds a verdict rather than call it a deal.

This vehicle has been on the lot for 81 days.

Analysis powered by OAV's patented inventory standardization technology (U.S. Patent No. 12,236,477). Verdict methodology ptm-verdict-v1 · snapshot Sep 14, 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 Pine Hills, 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 Kia Rio 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 Pine Hills, FL, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN 3KPA24AD2PE532293 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.

2023 Kia Rio Market in FL

FL Market Listings

53

Average Price

Price Range

Avg Days on Lot

55

Based on all 53 2021-2025 Kia Rio 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 55 days on dealer lots in this market.

Similar Kia Rio Listings in FL

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