Entity Page · Industry · Cleaning Appliances
Narwal AI Visibility in Cleaning Appliances
Narwal ranks #22 in the Cleaning Appliances leaderboard with a 10.2 AI Index across 3 engines with current brand-level data. Its strongest current signal comes from gemini, and the score should be read as AI visibility rather than market share or product quality.
Entity Snapshot
Narwal is currently #23 out of 30 entities in Cleaning Appliances, with a 11 overall AI visibility score across 2 tracked engines. That position shows how often AI systems surface the brand when answering industry comparison and recommendation prompts.
Narwal is currently #22 out of 30 tracked Cleaning Appliances entities, with a 10.2 AI Index in the latest public snapshot. Narwal trails Black+Decker by 0.8 AI Index points. The strongest engine-level signal comes from gemini, where Narwal records a 19.7 AI Index and 14.3% mention rate. ChatGPT is the next strongest covered engine at 10 with a 0% mention rate.
The softer engine-level signal is Kimi, where Narwal records a 1 AI Index and 0% mention rate. ChatGPT is another engine to watch at 10 with a 0% mention rate. Keep the scope narrow: this page measures how tracked AI engines surface Narwal in Cleaning Appliances prompts. It does not rank product quality, sales, safety, or real-world market share.
Narwal's strongest current visibility comes from gemini (14 AI Index, 0% mention rate) and Kimi (8 AI Index, 0% mention rate). Its weaker engine profile is Kimi (8 AI Index, 0% mention rate) and gemini (14 AI Index, 0% mention rate), so the engine spread points to where recommendation consistency can still improve.
Continue from Here
This public entity page is a neutral starting point. Use Tracker when you want private monitoring for Narwal or a competitor set.
Entity Trend
Open trend explorerNarwal's latest visible AI Index is 10.2. 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.
Narwal improved over the visible trend window, moving from 11.4 on 2026-04-27 to 14 on 2026-05-27. Use this trend alongside the engine breakdown to see whether movement is broad or isolated to a few engines.
Engine Breakdown
Comparable Entities
Proscenic is the closest comparable entity by rank, with Narwal ahead of it by 0 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 Narwal ranked in the Cleaning Appliances leaderboard?
Narwal 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 Narwal?
The strongest current signal is gemini at 19.7 AI Index and 14.3% mention rate. The softest covered signal is Kimi at 1 AI Index and 0% mention rate.
Which entities should be compared with Narwal?
The most useful nearby comparison is Black+Decker. 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 2 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.