Instruction: Rank the items in options and predict the user's next purchase from the listed options by analyzing her historical purchases.

Input:
1st: Home Dynamix Indulgence Memory Foam Bathroom Floor Mat 17" x 24" (Seafoam Blue). Home & Kitchen. Bath. Home Dynamix.
2nd: Home Dynamix Indulgence Memory Foam Bathroom Floor Mat 17" x 24" (Seafoam Blue). Home & Kitchen. Bath. Home Dynamix.
3rd: Le Creuset Stoneware Large Teapot with Stainless Steel Infuser, Marseille. Home & Kitchen. Kitchen & Dining. Le Creuset.
4th: DDPremium MMTP72V Kruk Thai Stone (Granite) Mortar and Pestle, 2+ Cup Capacity, 7 inch, Natural Color. Home & Kitchen. Kitchen & Dining. DDPremium.
5th: Hens Rule Wall Clock, Available in 8 sizes, Most Sizes Ship 2-3 days, Whisper Quiet. Home & Kitchen. Home Dcor. The Big Clock Store.
6th: French Press Double-Wall Stainless Steel Mirror Finish (1L) Coffee/Tea Maker: Double-Screen System 100% No Coffee Grounds Guarantee, 18/10 Stainless Steel, Rust-Free, Dishwasher Safe, 2 Bonus...
7th: LuxyFluff Faux down, Synthetic Down, Square Decorative Throw Pillow Insert, Sham Stuffer, 20" X 20" - MADE IN USA. Home & Kitchen. Bedding. LuxyFluff.

Options:
A: Fantasy Stainless Steel Tableware, Set of 8 (Dessert Spoon). Home & Kitchen. Kitchen & Dining. Fantasy.
B: LARMOR 0.3mm Ultra Thin Self-Adhesive Optical Glass LCD Screen Protector for Fujifilm X-T1 Camera. Electronics. Camera & Photo. Larmor.
C: Thomas Kinkade Holly Angel Figurine. Home & Kitchen. Home Dcor. Bradford Exchange.
D: Billingham SP15 Leather Shoulder Pad 1.5" Wide, Tan. Electronics. Camera & Photo. Billingham.
E: Gizmo Supply Digital Sauna Blanket with 2 Zone Controller. Sports & Outdoors. Sports & Fitness. Gizmo Supply Co.
F: Old Dutch Versailles Salt and Pepper Set, 4-1/4-Inch. Home & Kitchen. Kitchen & Dining. Old Dutch.
G: Sminiker [USB-C to TF/ SD Card Reader ] 3 Mode: USB Type C, Micro-USB & USB Combo to 2-Slot TF/ Micro SD Card Reader for...
H: Zak Designs Happy Face Mixing Spoons, Set of 4 Pieces, Solid, Brick. Home & Kitchen. Kitchen & Dining. Zak Designs.
I: InterDesign Classico Suction Bathroom Caddy – Shower Storage Shelves for Shampoo, Conditioner and Soap -  Silver. Home & Kitchen. Bath. InterDesign.
J: Enesco Disney Traditions by Jim Shore Snow White Dopey and Sneezy Figurine, 9-Inch. Home & Kitchen. Home Dcor. Enesco.
K: Blackstone Grills Tailgater - Portable Gas Grill and Griddle Combo - Barbecue Box - Two Open Burners “ Griddle Top - Adjustable Legs - Camping...
L: KOHLER K-10560-BN Devonshire Soap Dish, Vibrant Brushed Nickel. Home & Kitchen. Bath. Kohler.
M: Pinzon 300-Thread-Count Percale Sheet Set - Twin, White. Home & Kitchen. Bedding. Pinzon by Amazon.
N: Original Suffolk Collection Tea Canister. Home & Kitchen. Kitchen & Dining. Original Suffolk Collection.
O: Belkin USB-IF Certified 3.1 USB-C (USB Type C) to Micro-B Cable, 3 Feet / 0.9 Meters. Electronics. Computers & Accessories. Belkin.
P: Freshware SM-119RD 18-Cavity Silicone Mini Fancy Chocolate, Candy and Gummy Mold. Home & Kitchen. Kitchen & Dining. Freshware.
Q: Prepworks by Progressive Collapsible Produce Keeper - 4 Quart. Home & Kitchen. Kitchen & Dining. Progressive.
R: Old Shark 1080P Car DVR GS8000L Pro Mini Dash Camera Recorder Night Vision G-sensor 32GB TF Card. Electronics. Car & Vehicle Electronics. OldShark.
S: Crucial Vacuum Dyson DC04 DC07 DC14 Vacuum Belt Tool for Dyson Vacuum DC07, DC04 and DC14, Compare to Dyson Part No.10-10000-08. Home & Kitchen. Vacuums...
T: TOOGOO(R) 16 Pcs Pink White Bathing Scented Rose Soap Petals. Home & Kitchen. Bath. TOOGOO(R).
Answer: M