22 images
Online
· Days listed: 2
2022 Ferrari 296 GTB
£199,950
8,000 miles
Overview
Mileage
8,000 miles
Registration
2022 (22 reg)
Fuel type
Petrol Plug-in Hybrid
Body type
Coupe
Engine
3L
Gearbox
Automatic
Doors
2
Seats
2
Body colour
Red
Rosso Corsa DS Metallic
Nero Leather Interior
Coloured Inner Dials
Coloured Stitching
Carbon Fibre Racing Seats
Carbon Fibre Upper part of centre console
Carbon Fibre Steering Wheel
Suspension Lifter
Rear Parking Camera
JBL Premium HiFi Sound System
Front and Rear Parking Sensors
Adaptive Front Light System (AFS)
Racing Seat Lifter
Cavallino Stitched on Headrests
Scuderia Ferrari Shields
Electrochromic rear view mirrors
Leather Headliner
Apple Carplay
Glossy Black Callipers
Titanium Wheel Studs in the Bolts
Wireless Smartphone Charger
Diamond Polished Forged Wheels
This car is VAT Qualifying, if you are purchasing via a VAT Registered company or exporting it outside of the European Union you maybe eligible to claim back VAT, UK Price £199,950.00
VAT Free Price £166,625.00
Great Finance Deals available - please call for more information, All our cars are HPI Cleared, Fully Valeted, UK Wide Delivery Available, Part Exchange Welcome, Can be supplied with 12 months Nationwide Warranty. Gen3 Ceramic Glass Coating Available. Please call to make an appointment so one of our designated sales specialist can look after you. ASEAN Corporation - London's Sports and 4x4 Dealership
Seller
London · GREATER LONDON · ★ 5.0
61 active
· 68 ever
History
Price history
| When | Price | Δ |
|---|---|---|
| 2 days ago | £199,950 | — |
Mileage history
| When | Mileage | Δ |
|---|---|---|
| 2 days ago | 8,000 | — |
Sources & channels
Sources (1)
-
★
★ Primary source — authority over expiry decisions.
Item data
Processed fields
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- make
- Ferrari
- model
- 296 GTB
- year
- 2022
- body type
- Coupe
- fuel type
- Petrol Plug-in Hybrid
- transmission
- Automatic
- engine size cc
- 3000
- engine size litres
- 3
- colour
- Red
- doors
- 2
- seats
- 2
- mileage
- 8000
- price
- 199950
- source key
- 737158
- platform
- autotrader
Item record
- item id
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- remote id
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- platform
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- source key
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- remote status
- available
- media count
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- first seen at
- 2026-07-31 00:10:52
- last seen at
- 2026-07-31 00:10:52
- completed at
- 2026-07-31 00:12:32
- remote url
- View original →
Raw data
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