AI Visibility Profile · Industry · Outdoor Apparel
L.L.Bean AI Visibility in Outdoor Apparel
L.L.Bean ranks #18 of 30 in the Outdoor Apparel AI visibility leaderboard with a 13.7 AI Index across 7 tracked AI engines. Use this page to compare AI search visibility, engine breakdowns, trend context, and nearby entities.
AI visibility answer
How L.L.Bean appears in AI search
L.L.Bean currently ranks #18 out of 30 in the Outdoor Apparel AI visibility leaderboard with a 13.7 AI Index across 7 tracked AI engines. Use it as a direct answer for L.L.Bean AI visibility, AI search ranking, and answer-engine benchmark questions.
The engine breakdown compares how MiniMax, Qwen, and Grok rank or mention L.L.Bean, so the page separates broad AI search visibility from single-engine outliers.
Entity Snapshot
L.L.Bean is currently #18 out of 30 entities in Outdoor Apparel, with a 13.7 overall AI visibility score across 7 tracked engines. That position shows how often AI systems surface the brand when answering industry comparison and recommendation prompts.
L.L.Bean is currently #17 out of 30 tracked Outdoor Apparel entities, with a 17.2 AI Index in the latest public snapshot. L.L.Bean trails Adidas Terrex by 1.3 AI Index points. The strongest engine-level signal comes from gemini, where L.L.Bean records a 20.7 AI Index and 14.3% mention rate. ChatGPT is the next strongest covered engine at 18 with a 0% mention rate.
The softer engine-level signal is Qwen, where L.L.Bean records a 13 AI Index and 0% mention rate. ChatGPT is another engine to watch at 18 with a 0% mention rate. Keep the scope narrow: this page measures how tracked AI engines surface L.L.Bean in Outdoor Apparel prompts. It does not rank product quality, sales, safety, or real-world market share.
L.L.Bean's strongest current visibility comes from MiniMax (19 AI Index, 0% mention rate) and Grok (19 AI Index, 0% mention rate). Its weaker engine profile is Kimi (5 AI Index, 0% mention rate) and DeepSeek (8 AI Index, 0% mention rate), so the engine spread points to where recommendation consistency can still improve.
Next Step
Continue from Here
This public entity page is a neutral starting point. Use Tracker when you want private monitoring for L.L.Bean or a competitor set.
Entity Trend
L.L.Bean AI visibility trendL.L.Bean's latest visible AI Index is 17.2. 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.
Engine Breakdown
Comparable Entities
Eddie Bauer is the closest comparable entity by rank, with L.L.Bean behind it by 0.6 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 L.L.Bean ranked in the Outdoor Apparel leaderboard?
L.L.Bean is included because tracked AI engines surface it in Outdoor Apparel prompts, and AIvsRank calculates its current visibility from rank position, recommendation strength, and mention-rate signals.
Which engines are strongest and weakest for L.L.Bean?
The strongest current signal is gemini at 20.7 AI Index and 14.3% mention rate. The softest covered signal is Qwen at 13 AI Index and 0% mention rate.
Which entities should be compared with L.L.Bean?
The most useful nearby comparison is Adidas Terrex. 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 Outdoor Apparel 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 7 tracked AI engines and the latest completed industry leaderboard run for Outdoor Apparel.
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.