Cleaning Appliances

Cleaning Appliance Brands

Industry Overview

Cleaning Appliances leaderboard shows which brands AI engines recommend most consistently right now. Current leaders include Miele, Dyson, Shark across 8 tracked engines.

Use the engine tabs below to compare how individual AI systems rank brands differently. Overall ranking summarizes the latest visibility signals across all tracked engines.

Why This Matters

Use the overall ranking to see who leads this category at a glance, then drill into individual AI engines to understand where visibility is strong, weak, or inconsistent.

Brands

AI Engines

Apr 19, 2026

Last Updated

Top Brands Snapshot

Jump directly into the strongest brands in this category

Overall Ranking

Miele

81.5

Dyson

80.5

Shark

65.7

MiniMax

Latest completed ranking for MiniMax.

10 / 10 brands Apr 19, 2026

Sort

Rank	Brand	AI Index	Mention Rate	Rank Score	Rec. Strength	1st Mention	Mentions
👑 #1	Dyson	88.6	100.0%	100.0%	71.4%	42.9%	7/7
🥈 #2	Shark	75.1	57.1%	93.3%	100.0%	42.9%	4/7
🥉 #3	Bissell	63.6	85.7%	86.7%	16.7%	0.0%	6/7
#4	Miele	62.6	42.9%	80.0%	100.0%	14.3%	3/7
#5	Electrolux	52.9	57.1%	83.3%	25.0%	0.0%	4/7
#6	iRobot	51.9	57.1%	96.7%	0.0%	0.0%	4/7
#7	Hoover	44.1	42.9%	90.0%	0.0%	0.0%	3/7
#8	LG	34.4	28.6%	76.7%	0.0%	0.0%	2/7
#9	Samsung	33.4	28.6%	73.3%	0.0%	0.0%	2/7
#10	Eureka	22.7	14.3%	56.7%	0.0%	0.0%	1/7

FAQ

How is this leaderboard calculated?

Overall ranking combines the latest AI visibility signals across tracked engines for this industry.

Why do rankings differ across engines?

Each AI engine can prefer different brands, evidence, and recommendation patterns, so engine-specific rankings can vary.

How often is this industry updated?

This industry page updates whenever new completed leaderboard runs are available.