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

VINKNALB4J11H5049497
TrimPremium
DrivetrainFWD
Engine3.3L V6
TransmissionAutomatic
Fuel TypeUnleaded
Inventory Typeused
Days on Lot32

2017 Kia Cadenza

Premium

Unscored
$10,60097,241 mi

Harlingen, TX 78550

Is this 2017 Kia Cadenza Premium a good deal?

OAV verdict: Unscored

Why: Listed at $10,600, comparable market range $10,600–$10,600. Days on lot: 32 days (market average 160 days).

Market price position

$10,600 · only listing at this price

$10,600 — single data point
Regional range
$10,600 (0 listings)
vs. market
Exact match — no spread
Comparable vehicles
0

Market Retail Price (MRP™)

$10,600

This vehicle $10,600 · priced at 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™)

$12,062

This vehicle $10,600 · $1,462 (12%) below TRV

TRV™ is the average paid price for cars like this in the last 60 days (sold data through 2026-07-20) — an estimate, not an appraisal. How TRV works.

Demand-Verified· Backed by recent sales data
Faster-than-average sell-through

Similar vehicles recently sold in an estimated 852 days.

What does Demand-Verified mean?

Xpress Motors Llc

Harlingen, TX

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

View all vehicles from xpress motors llc

Request availability and out-the-door price

OAV will route your inquiry to Xpress Motors Llc for current availability of this 2017 Kia Cadenza Premium and an out-the-door price quote (taxes, fees, addons included).

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

About This 2017 Kia Cadenza

Listing updated: Jul 20, 2026

Listed by an independent dealer in Harlingen, TX · On lot for 32 days · VIN verifiable at NHTSA

This used 2017 Kia Cadenza Premium is listed at $10,600 by xpress motors llc in Harlingen, TX 78550. It has 97,241 miles on the odometer. It features a FWD drivetrain with a 3.3L V6 engine and Automatic transmission.

OAV's AI-powered Price-to-Market analysis rates this vehicle as Unscored due to insufficient comparable data. Based on available similar vehicles in the Harlingen market, the estimated market range is $10,600 to $10,600.

This vehicle has been on the lot for 32 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 Harlingen, TX 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 2017 Kia Cadenza against similar vehicles currently available in the local and regional market — same make, model, and year range, filtered for comparable mileage. Based on where this listing falls in that comparable set, it is rated:

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 an independent dealer in Harlingen, TX, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN KNALB4J11H5049497 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 updated daily; Price-to-Market analysis uses comparable vehicles within the same geographic market.

2017 Kia Cadenza Market in TX

Comparable Vehicles

49

Average Price

$15,205

Price Range

$3,950–$34,999

Avg Days on Lot

160

Based on 49 comparable 2015-2019 Kia Cadenza listings in TX, the average asking price is $15,205. This listing at $10,600 is $4,605 below average (30% below market). Comparable prices in TX range from $3,950 to $34,999. Similar vehicles spend an average of 160 days on dealer lots in this market.

Similar Kia Cadenza Listings in TX

8 comparable vehicles within ±2 model years and ±30,000 miles (subject trim: Premium — compare trims below)