Entity Page · Industry · Makeup
Pat McGrath Labs AI Visibility in Makeup
Pat McGrath Labs ranks #26 in the Makeup leaderboard with a 6.3 AI Index across 6 engines with current brand-level data. Its strongest current signal comes from MiniMax, and the score should be read as AI visibility rather than market share or product quality.
Entity Snapshot
Pat McGrath Labs is currently #26 out of 30 entities in Makeup, with a 6.2 overall AI visibility score across 5 tracked engines. That position shows how often AI systems surface the brand when answering industry comparison and recommendation prompts.
Pat McGrath Labs is currently #26 out of 30 tracked Makeup entities, with a 6.3 AI Index in the latest public snapshot. Pat McGrath Labs trails Tarte Cosmetics by 2.1 AI Index points. The strongest engine-level signal comes from MiniMax, where Pat McGrath Labs records a 13 AI Index and 0% mention rate. gemini is the next strongest covered engine at 9 with a 0% mention rate.
The softer engine-level signal is Grok, where Pat McGrath Labs records a 1 AI Index and 0% mention rate. Kimi is another engine to watch at 1 with a 0% mention rate. Keep the scope narrow: this page measures how tracked AI engines surface Pat McGrath Labs in Makeup prompts. It does not rank product quality, sales, safety, or real-world market share.
Pat McGrath Labs's strongest current visibility comes from MiniMax (12 AI Index, 0% mention rate) and DeepSeek (8 AI Index, 0% mention rate). Its weaker engine profile is gemini (2 AI Index, 0% mention rate) and Qwen (4 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 Pat McGrath Labs or a competitor set.
Entity Trend
Open trend explorerPat McGrath Labs's latest visible AI Index is 6.3. 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.
Pat McGrath Labs improved over the visible trend window, moving from 3.7 on 2026-04-29 to 7.3 on 2026-05-26. Use this trend alongside the engine breakdown to see whether movement is broad or isolated to a few engines.
Engine Breakdown
Comparable Entities
Revlon is the closest comparable entity by rank, with Pat McGrath Labs behind 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 Pat McGrath Labs ranked in the Makeup leaderboard?
Pat McGrath Labs is included because tracked AI engines surface it in Makeup prompts, and AIvsRank calculates its current visibility from rank position, recommendation strength, and mention-rate signals.
Which engines are strongest and weakest for Pat McGrath Labs?
The strongest current signal is MiniMax at 13 AI Index and 0% mention rate. The softest covered signal is Grok at 1 AI Index and 0% mention rate.
Which entities should be compared with Pat McGrath Labs?
The most useful nearby comparison is Tarte Cosmetics. 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 Makeup 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 5 tracked AI engines and the latest completed industry leaderboard run for Makeup.
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.