[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-brand-electric-vehicles-polestar":3,"leaderboard-industry-electric-vehicles":117},{"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":86,"overallTrend":103,"interactionSummary":104,"liveInsights":106,"qualification":108},"CURRENT","/leaderboard/electric-vehicles/brands/polestar",53,"electric-vehicles","Electric Vehicles","INDUSTRY",4665,"Polestar","polestar","https://www.polestar.cn/dato-assets/94392/1771837116-home-brand-lcareport-2026-d.png?fm=avif&only-imgix=true&fit=min&q=60&dpr=1&w=1984%201x,%20https://www.polestar.cn/dato-assets/94392/1771837116-home-brand-lcareport-2026-d.png?fm=avif&only-imgix=true&fit=min&q=35&dpr=2&w=1984%202x,%20https://www.polestar.cn/dato-assets/94392/1771837116-home-brand-lcareport-2026-d.png?fm=avif&only-imgix=true&fit=min&q=25&dpr=3&w=1984%203x","https://www.polestar.cn/zh-cn/",12.73,21,30,8,"2026-08-12T18:21:06.249635Z","Polestar ranks #18 in the Electric Vehicles leaderboard with a 14.5 AI Index across 7 engines with current brand-level data. Its strongest current signal comes from Kimi, and the score should be read as AI visibility rather than market share or product quality.","Polestar is currently #18 out of 30 tracked Electric Vehicles entities, with a 14.5 AI Index in the latest public snapshot. Polestar trails XPENG by 0.3 AI Index points.\n\nThe strongest engine-level signal comes from Kimi, where Polestar records a 24.7 AI Index and 14.3% mention rate. Qwen is the next strongest covered engine at 23.7 with a 14.3% mention rate.","The softer engine-level signal is MiniMax, where Polestar records a 4 AI Index and 0% mention rate. gemini is another engine to watch at 5 with a 0% mention rate.\n\nKeep the scope narrow: this page measures how tracked AI engines surface Polestar in Electric Vehicles prompts. It does not rank product quality, sales, safety, or real-world market share.","Polestar's latest visible AI Index is 14.5. 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.","Polestar AI Visibility in Electric Vehicles | AIvsRank","Review Polestar's AI visibility in Electric Vehicles: rank #18, 14.5 AI Index, 7 covered engines, and current competitor gaps in the AIvsRank leaderboard.",[27,30,33,36],{"question":28,"answer":29},"Why is Polestar ranked in the Electric Vehicles leaderboard?","Polestar is included because tracked AI engines surface it in Electric Vehicles 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 Polestar?","The strongest current signal is Kimi at 24.7 AI Index and 14.3% mention rate. The softest covered signal is MiniMax at 4 AI Index and 0% mention rate.",{"question":34,"answer":35},"Which entities should be compared with Polestar?","The most useful nearby comparison is XPENG. 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 Electric Vehicles leaderboard run is available. The current public snapshot was refreshed on 2026-05-09.",[40,47,54,61,67,72,78,83],{"engineCode":41,"engineName":41,"rank":42,"score":43,"mentionRate":44,"mentions":45,"runDate":46},"MiniMax",20,15.43,28.57,2,"2026-06-04T23:13:37.239989Z",{"engineCode":48,"engineName":49,"rank":16,"score":50,"mentionRate":51,"mentions":52,"runDate":53},"Qwen3.6","Qwen",11.71,14.29,1,"2026-06-04T23:17:18.152381Z",{"engineCode":55,"engineName":56,"rank":57,"score":58,"mentionRate":59,"mentions":59,"runDate":60},"grok-4-7-videofree","Grok 4.7 via VideoFree",15,16,0,"2026-08-12T17:21:24.897534Z",{"engineCode":62,"engineName":63,"rank":64,"score":65,"mentionRate":59,"mentions":59,"runDate":66},"chatgpt","ChatGPT",17,14,"2026-08-12T17:21:27.882583Z",{"engineCode":68,"engineName":69,"rank":70,"score":52,"mentionRate":59,"mentions":59,"runDate":71},"gemini-3-5-flash-lite-openrouter","Gemini 3.5 Flash-Lite via 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Vehicle Brands",[123,126,129],{"question":124,"answer":125},"How is the Electric Vehicles leaderboard calculated?","Overall ranking combines the latest AI visibility signals across tracked engines for Electric Vehicles, including rank position, recommendation strength, and mention-rate patterns.",{"question":127,"answer":128},"Why can Tesla 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":130,"answer":131},"How often is this Electric Vehicles leaderboard updated?","This leaderboard updates whenever new completed runs are available for Electric Vehicles, with the latest refresh date shown on the page.",[133,137,140,144,147,150,151,154,157,160],{"id":134,"code":135,"slug":136,"displayName":135},1000005,"Sonar","perplexity",{"id":138,"code":41,"slug":139,"displayName":41},1000007,"minimax",{"id":141,"code":142,"slug":143,"displayName":142},1000008,"GLM","glm",{"id":145,"code":48,"slug":146,"displayName":49},1000009,"qwen",{"id":148,"code":55,"slug":149,"displayName":56},1000012,"grok",{"id":45,"code":62,"slug":62,"displayName":63},{"id":152,"code":68,"slug":153,"displayName":69},3,"gemini",{"id":155,"code":73,"slug":156,"displayName":74},4,"claude",{"id":158,"code":79,"slug":159,"displayName":80},5,"kimi",{"id":161,"code":84,"slug":162,"displayName":85},6,"deepseek",[164,171,178,185,192,199,206,213,220,228,235,242,250,258,265,271,277,283,290,293,297,299,302,310,317,323,331,338,344],{"rank":52,"brandName":165,"brandSlug":166,"logoUrl":167,"websiteUrl":168,"compositeIndex":169,"mentionRate":170},"Tesla","tesla","https://www.tesla.com/themes/custom/tesla_frontend/assets/favicons/favicon.ico","https://www.tesla.com/",87.38,92.86,{"rank":45,"brandName":172,"brandSlug":173,"logoUrl":174,"websiteUrl":175,"compositeIndex":176,"mentionRate":177},"Hyundai","hyundai","https://www.hyundai.com/apple-touch-icon.png","https://www.hyundai.com/worldwide/en",63.22,83.93,{"rank":152,"brandName":179,"brandSlug":180,"logoUrl":181,"websiteUrl":182,"compositeIndex":183,"mentionRate":184},"Kia","kia","https://www.kia.com/favicon.ico","https://www.kia.com/",61.78,78.57,{"rank":155,"brandName":186,"brandSlug":187,"logoUrl":188,"websiteUrl":189,"compositeIndex":190,"mentionRate":191},"BYD","byd","https://www.byd.com/material/domestic-official/main-home/images-main-wang-logo-1-9bed86.svg","https://www.byd.com/cn",56.79,44.64,{"rank":158,"brandName":193,"brandSlug":194,"logoUrl":195,"websiteUrl":196,"compositeIndex":197,"mentionRate":198},"Volkswagen","volkswagen","https://favicon.im/volkswagen.com?larger=true","https://www.volkswagen.com/",39.89,37.5,{"rank":161,"brandName":200,"brandSlug":201,"logoUrl":202,"websiteUrl":203,"compositeIndex":204,"mentionRate":205},"Ford","ford","https://www.ford.com/content/dam/brand_ford/en_us/brand/performance/gtd/2026_mustanggtd_nav_3.png/jcr:content/renditions/cq5dam.web.1280.1280.png","https://www.ford.com/",35.94,32.14,{"rank":207,"brandName":208,"brandSlug":209,"logoUrl":210,"websiteUrl":211,"compositeIndex":212,"mentionRate":191},7,"Chevrolet","chevrolet","https://www.chevrolet.com/content/dam/chevrolet/na/us/english/primary-navigation-icons/chevrolet-logo-v2.png","https://www.chevrolet.com/",35.25,{"rank":18,"brandName":214,"brandSlug":215,"logoUrl":216,"websiteUrl":217,"compositeIndex":218,"mentionRate":219},"Nissan","nissan","https://img1.wsimg.com/isteam/ip/static/pwa-app/logo-default.png/:/rs=w:57,h:57,m","https://nissan.com/",30.93,41.07,{"rank":221,"brandName":222,"brandSlug":223,"logoUrl":224,"websiteUrl":225,"compositeIndex":226,"mentionRate":227},9,"BMW","bmw","https://www.bmw.com.cn/etc.clientlibs/ds2-webcomponents/clientlibs/clientlib/resources/img/BMW_White_Logo.svg","https://www.bmw.com.cn/zh/index_new.html",29.7,8.93,{"rank":76,"brandName":229,"brandSlug":230,"logoUrl":231,"websiteUrl":232,"compositeIndex":233,"mentionRate":234},"Xiaomi","xiaomi","https://i01.appmifile.com/webfile/globalimg/mobile/logo/mi.png","https://www.mi.com/global/",25.24,19.05,{"rank":236,"brandName":237,"brandSlug":238,"logoUrl":239,"websiteUrl":240,"compositeIndex":241,"mentionRate":51},11,"NIO","nio","https://www.nio.com/cdn-static/mynio/nextjs/images/icons/nio-logo-white.svg","https://www.nio.com/",24.96,{"rank":243,"brandName":244,"brandSlug":245,"logoUrl":246,"websiteUrl":247,"compositeIndex":248,"mentionRate":249},12,"Toyota","toyota","https://delivery.tcom.assetscs.toyota.com/adobe/assets/urn:aaid:aem:caee6520-2e75-4408-b632-247c747a3e53/as/VIS_toyota_logo_horiz_black_RGB_2023.svg","https://www.toyota.com/",24.84,16.07,{"rank":251,"brandName":252,"brandSlug":253,"logoUrl":254,"websiteUrl":255,"compositeIndex":256,"mentionRate":257},13,"Mercedes-Benz","mercedes-benz","https://www.mercedes-benz.com/logos/mb-star-white.svg","https://www.mercedes-benz.com/",24.21,1.79,{"rank":65,"brandName":259,"brandSlug":260,"logoUrl":261,"websiteUrl":262,"compositeIndex":263,"mentionRate":264},"Li 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