[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-brand-luxury-cars-mclaren":3,"leaderboard-industry-luxury-cars":116},{"pageState":4,"canonicalPath":5,"industryId":6,"industrySlug":7,"industryName":8,"collectionType":9,"brandId":10,"brandName":11,"brandSlug":12,"logoUrl":13,"websiteUrl":14,"overallScore":15,"industryRank":16,"brandCount":17,"enginesCovered":18,"lastUpdatedAt":19,"summary":20,"strengths":21,"weaknesses":22,"trendNotes":23,"seoTitle":24,"seoDescription":25,"faq":26,"engineBreakdowns":39,"competitors":87,"overallTrend":102,"interactionSummary":103,"liveInsights":105,"qualification":107},"CURRENT","/leaderboard/luxury-cars/brands/mclaren",54,"luxury-cars","Luxury Cars","INDUSTRY",4703,"McLaren","mclaren","https://www.mclaren.com/images/mclaren-logo.svg","https://mclaren.com/",17.68,16,30,8,"2026-08-12T18:21:26.032258Z","McLaren ranks #16 in the Luxury Cars leaderboard with a 19.2 AI Index across 7 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.","McLaren is currently #16 out of 30 tracked Luxury Cars entities, with a 19.2 AI Index in the latest public snapshot. McLaren trails Cadillac by 0.3 AI Index points.\n\nThe strongest engine-level signal comes from ChatGPT, where McLaren records a 31.1 AI Index and 42.9% mention rate. Grok is the next strongest covered engine at 20.4 with a 28.6% mention rate.","The softer engine-level signal is DeepSeek, where McLaren records a 12 AI Index and 0% mention rate. Qwen is another engine to watch at 15.7 with a 14.3% mention rate.\n\nKeep the scope narrow: this page measures how tracked AI engines surface McLaren in Luxury Cars prompts. It does not rank product quality, sales, safety, or real-world market share.","McLaren's latest visible AI Index is 19.2. Read the trend together with engine coverage and mention-rate signals rather than as a standalone forecast.\n\nThat 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.","McLaren AI Visibility in Luxury Cars | AIvsRank","Review McLaren's AI visibility in Luxury Cars: rank #16, 19.2 AI Index, 7 covered engines, and current competitor gaps in the AIvsRank leaderboard.",[27,30,33,36],{"question":28,"answer":29},"Why is McLaren ranked in the Luxury Cars leaderboard?","McLaren is included because tracked AI engines surface it in Luxury Cars prompts, and AIvsRank calculates its current visibility from rank position, recommendation strength, and mention-rate signals.",{"question":31,"answer":32},"Which engines are strongest and weakest for McLaren?","The strongest current signal is ChatGPT at 31.1 AI Index and 42.9% mention rate. The softest covered signal is DeepSeek at 12 AI Index and 0% mention rate.",{"question":34,"answer":35},"Which entities should be compared with McLaren?","The most useful nearby comparison is Cadillac. Compare the score gap and engine-level table before treating rank movement as meaningful.",{"question":37,"answer":38},"How often is this page updated?","This page updates when a new completed Luxury Cars leaderboard run is available. The current public snapshot was refreshed on 2026-05-09.",[40,46,54,62,67,71,76,80],{"engineCode":41,"engineName":41,"rank":42,"score":43,"mentionRate":44,"mentions":44,"runDate":45},"MiniMax",15,20,0,"2026-06-04T23:22:57.010983Z",{"engineCode":47,"engineName":48,"rank":49,"score":50,"mentionRate":51,"mentions":52,"runDate":53},"Qwen3.6","Qwen",17,5.71,14.29,1,"2026-06-04T23:25:56.684596Z",{"engineCode":55,"engineName":56,"rank":57,"score":58,"mentionRate":59,"mentions":60,"runDate":61},"grok-4-7-videofree","Grok 4.7 via VideoFree",12,26.14,42.86,3,"2026-08-12T18:21:09.354502Z",{"engineCode":63,"engineName":64,"rank":57,"score":65,"mentionRate":59,"mentions":60,"runDate":66},"chatgpt","ChatGPT",27.14,"2026-08-12T18:21:12.626304Z",{"engineCode":68,"engineName":69,"rank":16,"score":16,"mentionRate":44,"mentions":44,"runDate":70},"gemini-3-5-flash-lite-openrouter","Gemini 3.5 Flash-Lite via 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Car Brands",[122,125,128],{"question":123,"answer":124},"How is the Luxury Cars leaderboard calculated?","Overall ranking combines the latest AI visibility signals across tracked engines for Luxury Cars, including rank position, recommendation strength, and mention-rate patterns.",{"question":126,"answer":127},"Why can Rolls-Royce lead overall but differ by engine?","Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.",{"question":129,"answer":130},"How often is this Luxury Cars leaderboard updated?","This leaderboard updates whenever new completed runs are available for Luxury Cars, with the latest refresh date shown on the 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