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

2023 Ford F-150 Lariat

2023 Ford F-150View this vehicle at conway heaton →

Vehicle Details

VIN1FTFW1ED2PFA69290
TrimLariat
Exterior ColorBlack
Drivetrain4WD
Engine3.5L V6
TransmissionAutomatic
Fuel TypeUnleaded
Inventory Typeused
Days on Lot9

Lariat

Fair Price
$48,30531,999 mi

Bardstown, KY 40004

Is this 2023 Ford F-150 Lariat a good deal?

OAV verdict: Fair Price

Why: Listed at $48,305, comparable market range $49,000–$53,014, based on 11 comparable listings.

Market context (not a verdict input): Listed 9 days · fresher than most comparable local listings (typical ~15–90 days).

Market price position

$48,305 · near the low end of the range

Comparable range
$49,000 – $53,014
vs. market low
near the low end of the range
Comparable vehicles
11

Market Retail Price (MRP™)

$51,007

This vehicle $48,305 · $2,702 (5%) 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™)

$47,470

This vehicle $48,305 · $835 (2%) above TRV

TRV™ is the average paid price for cars like this in the last 60 days (sold data through 2026-09-25) — an estimate, not an appraisal. How TRV works.

Comparable vehicles nationally recently sold in an estimated 21–76 days.

Local Market Range

Comparable listings in this vehicle's local market, rebuilt from the market snapshot shown above.

Local Range$49,000 – $53,014

Conway Heaton

Bardstown, KY

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About This 2023 Ford F-150

Listing updated: Sep 25, 2026

Listed by a franchise dealer in Bardstown, KY · On lot for 9 days · VIN verifiable at NHTSA

This used 2023 Ford F-150 Lariat is listed at $48,305 by conway heaton in Bardstown, KY 40004. It has 31,999 miles on the odometer (dealer-reported, not independently verified by OAV). The exterior color is Black. It features a 4WD drivetrain with a 3.5L V6 engine and Automatic transmission.

OAV's independent, evidence-backed Price-to-Market analysis rates this vehicle as Fair Price — priced in line with the supported comparable range. Based on 11 comparable listings matched to this vehicle, the estimated market range is $49,000 to $53,014. The local comparable range around Bardstown, KY is $49,000 to $53,014; the local cohort is drawn around this dealer's market and can include listings across a state line. 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 9 days.

Analysis powered by OAV's patented inventory standardization technology (U.S. Patent No. 12,236,477). Verdict methodology ptm-verdict-v1 · snapshot Sep 25, 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 Bardstown, KY trucks 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 Ford F-150 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 at least OAV's minimum-gap margin; a smaller gap under the floor is Fair Price.
  • Fair Price — priced 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 Price-to-Market verdict and live market context for every dealer's inventory, whether or not the dealer has any relationship with OAV. A dealer that claims its listings can manage its profile and have buyer inquiries routed to it directly. A paying partner's own listings additionally carry an OAV Verified Partner label on the dealer contact block and a link to the dealer's own listing page. That is the complete list of what a relationship with OAV changes, and all of it concerns the dealer's identity on its own listings. Payment never changes a vehicle's verdict, its eligibility to be scored or cited, the evidence shown or withheld, or where and how prominently the listing appears on any OAV page, board, or answer. There is no paid placement, ranking, ordering, verdict badge, or featured position of any kind. OAV sells dealers insight into the evidence, never influence over it.

How this listing is verified

This vehicle listing was aggregated from a franchise dealer in Bardstown, KY, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN 1FTFW1ED2PFA69290 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 Ford F-150 Market in KY

KY Market Listings

753

Average Price

$41,318

Price Range

$30,594–$57,953

Avg Days on Lot

81

Based on all 753 2021-2025 Ford F-150 listings in the KY market, the average asking price is $41,318. This listing at $48,305 is $6,987 above the broader KY average (17% above the KY average). This is a wider, all-trim comparison across KY; OAV's price verdict above uses the closer comparable set. Comparable prices in KY range from $30,594 to $57,953. Similar vehicles spend an average of 81 days on dealer lots in this market.

Similar Ford F-150 Listings in KY

8 similar listings shown (closest matches by model year and mileage) (subject trim: Lariat — 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.