Entity Page · Industry · Cleaning Appliances
Vorwerk AI Visibility in Cleaning Appliances
Vorwerk ranks #13 in the Cleaning Appliances leaderboard with a 24.8 AI Index across 3 engines with current brand-level data. Its strongest current signal comes from ChatGPT, and the score should be read as AI visibility rather than market share or product quality.
Entity Snapshot
Vorwerk is currently #18 out of 30 entities in Cleaning Appliances, with a 13 overall AI visibility score across 1 tracked engines. That position shows how often AI systems surface the brand when answering industry comparison and recommendation prompts.
Vorwerk is currently #13 out of 30 tracked Cleaning Appliances entities, with a 24.8 AI Index in the latest public snapshot. Vorwerk trails Ecovacs by 0.2 AI Index points. The strongest engine-level signal comes from ChatGPT, where Vorwerk records a 37.9 AI Index and 57.1% mention rate. Kimi is the next strongest covered engine at 21.4 with a 28.6% mention rate.
The softer engine-level signal is Qwen, where Vorwerk records a 15 AI Index and 0% mention rate. Kimi is another engine to watch at 21.4 with a 28.6% mention rate. Keep the scope narrow: this page measures how tracked AI engines surface Vorwerk in Cleaning Appliances prompts. It does not rank product quality, sales, safety, or real-world market share.
Vorwerk's current engine-level visibility is concentrated in Qwen (13 AI Index, 0% mention rate). More completed engine coverage will make the strength and weakness pattern clearer.
Continue from Here
This public entity page is a neutral starting point. Use Tracker when you want private monitoring for Vorwerk or a competitor set.
Entity Trend
Open trend explorerVorwerk's latest visible AI Index is 24.8. Read the trend together with engine coverage and mention-rate signals rather than as a standalone forecast. That movement is useful context, but it is strongest when it lines up with engine coverage and mention-rate changes. A single score move should not be read as a full market or product signal.
Vorwerk improved over the visible trend window, moving from 10 on 2026-04-25 to 19.4 on 2026-05-24. Use this trend alongside the engine breakdown to see whether movement is broad or isolated to a few engines.
Engine Breakdown
Comparable Entities
ILIFE is the closest comparable entity by rank, with Vorwerk behind it by 1 AI Index points. This gap is useful for reading whether the page reflects a clear lead, a close contest, or a brand that needs stronger AI evidence to move up.
FAQ
Why is Vorwerk ranked in the Cleaning Appliances leaderboard?
Vorwerk is included because tracked AI engines surface it in Cleaning Appliances prompts, and AIvsRank calculates its current visibility from rank position, recommendation strength, and mention-rate signals.
Which engines are strongest and weakest for Vorwerk?
The strongest current signal is ChatGPT at 37.9 AI Index and 57.1% mention rate. The softest covered signal is Qwen at 15 AI Index and 0% mention rate.
Which entities should be compared with Vorwerk?
The most useful nearby comparison is Ecovacs. Compare the score gap and engine-level table before treating rank movement as meaningful.
How often is this page updated?
This page updates when a new completed Cleaning Appliances leaderboard run is available. The current public snapshot was refreshed on 2026-05-09.
Methodology and source context
AIvsRank calculates this public entity page from 1 tracked AI engines and the latest completed industry leaderboard run for Cleaning Appliances.
Use the score, mention-rate, engine breakdown, comparable entities, and trend context together; no single chart or paragraph should be read as the whole visibility signal.