[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-industry-automotive":3},{"id":4,"slug":5,"nameCn":6,"nameEn":7,"collectionType":8,"description":9,"brandCount":10,"contentIntro":11,"contentSummary":11,"contentEngineNotes":11,"contentWhyItMatters":11,"seoTitleOverride":11,"seoDescriptionOverride":11,"faq":12,"engines":22,"overallRankings":51,"latestRuns":252,"liveInsights":396},4,"automotive","汽车品牌","Automotive","INDUSTRY","Automotive Brands",30,null,[13,16,19],{"question":14,"answer":15},"How is the Automotive leaderboard calculated?","Overall ranking combines the latest AI visibility signals across tracked engines for Automotive, including rank position, recommendation strength, and mention-rate patterns.",{"question":17,"answer":18},"Why can Toyota 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":20,"answer":21},"How often is this Automotive leaderboard updated?","This leaderboard updates whenever new completed runs are available for Automotive, with the latest refresh date shown on the page.",[23,27,31,34,38,42,47],{"id":24,"code":25,"slug":25,"displayName":26},1,"chatgpt","ChatGPT",{"id":28,"code":29,"slug":30,"displayName":30},3,"gemini-2.5-flash","gemini",{"id":4,"code":32,"slug":33,"displayName":32},"Grok","grok",{"id":35,"code":36,"slug":36,"displayName":37},2,"deepseek","DeepSeek",{"id":39,"code":40,"slug":41,"displayName":40},7,"MiniMax","minimax",{"id":43,"code":44,"slug":45,"displayName":46},9,"Qwen3","qwen","Qwen",{"id":48,"code":49,"slug":50,"displayName":49},10,"Kimi","kimi",[52,59,66,73,80,87,95,102,110,117,124,132,139,147,155,163,171,178,184,192,197,204,211,217,224,231,237,244],{"rank":24,"brandName":53,"brandSlug":54,"logoUrl":55,"websiteUrl":56,"compositeIndex":57,"mentionRate":58,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"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/",89.33,85.71,{"rank":35,"brandName":60,"brandSlug":61,"logoUrl":62,"websiteUrl":63,"compositeIndex":64,"mentionRate":65,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"Honda","honda","https://www.honda.com/-/media/Honda-Homepage/Images/Logos/svg/Honda_logo_v2.svg","https://www.honda.com/",70.52,91.43,{"rank":28,"brandName":67,"brandSlug":68,"logoUrl":69,"websiteUrl":70,"compositeIndex":71,"mentionRate":72,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"Kia","kia","https://www.kia.com/favicon.ico","https://www.kia.com/",50.01,71.43,{"rank":4,"brandName":74,"brandSlug":75,"logoUrl":76,"websiteUrl":77,"compositeIndex":78,"mentionRate":79,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"Hyundai","hyundai","https://www.hyundai.com/apple-touch-icon.png","https://www.hyundai.com/worldwide/en",47.31,88.57,{"rank":81,"brandName":82,"brandSlug":83,"logoUrl":84,"websiteUrl":85,"compositeIndex":86,"mentionRate":72,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},5,"Mazda","mazda","https://www.mazda.com/etc.clientlibs/mazda-com/clientlibs/clientlib-site/resources/images/apple-touch-icon.png?202510","https://www.mazda.com/",43.1,{"rank":88,"brandName":89,"brandSlug":90,"logoUrl":91,"websiteUrl":92,"compositeIndex":93,"mentionRate":94,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},6,"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/",39.22,28.57,{"rank":39,"brandName":96,"brandSlug":97,"logoUrl":98,"websiteUrl":99,"compositeIndex":100,"mentionRate":101,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"Subaru","subaru","https://s7d1.scene7.com/is/image/scom/subaru-logo-1","https://www.subaru.com/",37.28,57.14,{"rank":103,"brandName":104,"brandSlug":105,"logoUrl":106,"websiteUrl":107,"compositeIndex":108,"mentionRate":109,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},8,"Nissan","nissan","https://img1.wsimg.com/isteam/ip/static/pwa-app/logo-default.png/:/rs=w:57,h:57,m","https://nissan.com/",29.14,22.86,{"rank":43,"brandName":111,"brandSlug":112,"logoUrl":113,"websiteUrl":114,"compositeIndex":115,"mentionRate":116,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"Volkswagen","volkswagen","https://favicon.im/volkswagen.com?larger=true","https://www.volkswagen.com/",29.13,34.29,{"rank":48,"brandName":118,"brandSlug":119,"logoUrl":120,"websiteUrl":121,"compositeIndex":122,"mentionRate":123,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"Chevrolet","chevrolet","https://www.chevrolet.com/content/dam/chevrolet/na/us/english/primary-navigation-icons/chevrolet-logo-v2.png","https://www.chevrolet.com/",27.8,14.29,{"rank":125,"brandName":126,"brandSlug":127,"logoUrl":128,"websiteUrl":129,"compositeIndex":130,"mentionRate":131,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},11,"Mercedes-Benz","mercedes-benz","https://www.mercedes-benz.com/logos/mb-star-white.svg","https://www.mercedes-benz.com/en/",26.34,2.86,{"rank":133,"brandName":134,"brandSlug":135,"logoUrl":136,"websiteUrl":137,"compositeIndex":138,"mentionRate":131,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},12,"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",25.74,{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":145,"mentionRate":146,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},13,"Lexus","lexus","https://cdnjs.cloudflare.com/ajax/libs/browser-logos/69.0.4/chrome/chrome_64x64.png","https://www.lexus.com/",25.4,20,{"rank":148,"brandName":149,"brandSlug":150,"logoUrl":151,"websiteUrl":152,"compositeIndex":153,"mentionRate":154,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},14,"Tesla","tesla","https://www.tesla.com/themes/custom/tesla_frontend/assets/favicons/favicon.ico","https://www.tesla.com/",24.6,0,{"rank":156,"brandName":157,"brandSlug":158,"logoUrl":159,"websiteUrl":160,"compositeIndex":161,"mentionRate":162,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},15,"BYD","byd","https://www.byd.com/material/domestic-official/main-home/images-main-wang-logo-1-9bed86.svg","https://www.byd.com/cn",22.57,4.76,{"rank":164,"brandName":165,"brandSlug":166,"logoUrl":167,"websiteUrl":168,"compositeIndex":169,"mentionRate":170,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},16,"Audi","audi","https://www.audi.com/assets/favicon/favicon.ico","https://www.audi.com/en/",19.49,5.71,{"rank":172,"brandName":173,"brandSlug":174,"logoUrl":175,"websiteUrl":176,"compositeIndex":177,"mentionRate":131,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},17,"Porsche","porsche","https://cdn.ui.porsche.cn/porsche-design-system/meta-icons/favicon.ed9a926.ico","https://www.porsche.cn/china/en/?cs_redirect=1",16.14,{"rank":179,"brandName":180,"brandSlug":181,"logoUrl":182,"websiteUrl":183,"compositeIndex":164,"mentionRate":154,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},18,"Ferrari","ferrari","https://www.ferrari.com/etc.clientlibs/ferrari-fcom/clientlibs/clientlib-base/resources/images/favicon.ico?fmt=ico","https://www.ferrari.com/",{"rank":185,"brandName":186,"brandSlug":187,"logoUrl":188,"websiteUrl":189,"compositeIndex":190,"mentionRate":191,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},19,"Renault","renault","https://www.renaultgroup.com/favicon.ico","https://www.renault.com/",14.14,9.53,{"rank":146,"brandName":193,"brandSlug":194,"logoUrl":195,"websiteUrl":196,"compositeIndex":140,"mentionRate":154,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},"Lamborghini","lamborghini","https://www.lamborghini.com/sites/it-en/files/DAM/lamborghini/logos/2024/03_26/logo_header_01.svg","https://www.lamborghini.com/cn-en",{"rank":198,"brandName":199,"brandSlug":200,"logoUrl":201,"websiteUrl":202,"compositeIndex":203,"mentionRate":131,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},21,"Volvo","volvo","https://www.volvo.com/content/dam/volvo-gateway/markets/volvo-gateway/logo/black-volvo-wm.png","https://www.volvo.com/en/",11.34,{"rank":205,"brandName":206,"brandSlug":207,"logoUrl":208,"websiteUrl":209,"compositeIndex":210,"mentionRate":170,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},22,"Jeep","jeep","https://www.jeep.com/content/dam/fca-brands/na/jeep/en_us/global/header/logo-jeep-shared.png","https://www.jeep.com/",9.09,{"rank":212,"brandName":213,"brandSlug":214,"logoUrl":215,"websiteUrl":216,"compositeIndex":43,"mentionRate":154,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},23,"Mini","mini","https://www.mini.com/etc.clientlibs/settings/wcm/designs/minidigital-white/images/logo/resources/mini-logo.svg","https://www.mini.com/en_MS/home.html",{"rank":218,"brandName":219,"brandSlug":220,"logoUrl":221,"websiteUrl":222,"compositeIndex":223,"mentionRate":154,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},24,"Peugeot","peugeot","https://www.peugeot.com/apple-touch-icon.png","https://www.peugeot.com/",8.33,{"rank":225,"brandName":226,"brandSlug":227,"logoUrl":228,"websiteUrl":229,"compositeIndex":230,"mentionRate":131,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},25,"Land Rover","land-rover","https://www.landrover.com/content/dam/lrdx/logo/lrdx-brand-logo-dark.svg.res/JLRHASHC1C548E3405B6A6D4E81D098DF34281495954B84/lrdx-brand-logo-dark.svg","https://www.landrover.com/market-selector/index.html",7.94,{"rank":232,"brandName":233,"brandSlug":234,"logoUrl":235,"websiteUrl":236,"compositeIndex":39,"mentionRate":154,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},26,"Fiat","fiat","https://www.fiat.com/content/dam/fiat2023/master/favicons/apple-touch-icon-180x180.png","https://www.fiat.com/",{"rank":238,"brandName":239,"brandSlug":240,"logoUrl":241,"websiteUrl":242,"compositeIndex":243,"mentionRate":154,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},27,"Jaguar","jaguar","https://www.jaguar.com/content/dam/jdx/logo/jdx-ui-00-brand-jaguar-logo-white.svg.res/JLRHASH52E2D283179EFF64FD8D73938FF179A862A7EA56/jdx-ui-00-brand-jaguar-logo-white.svg","https://www.jaguar.com/en-xi/jdx/market-selector.html",6.5,{"rank":245,"brandName":246,"brandSlug":247,"logoUrl":248,"websiteUrl":249,"compositeIndex":250,"mentionRate":251,"rankScore":11,"recommendStrength":11,"firstMentionRate":11,"mentionCount":11,"totalQuestions":11,"rankPosition":11},28,"Mitsubishi","mitsubishi","https://www.mitsubishi-motors.com/assets_corporate/img/apple-touch-icon.png","https://www.mitsubishi-motors.com/",5.36,7.15,[253,256,288,291,316,346,372],{"engineConfigId":24,"engineDisplayName":26,"runDate":254,"brandCount":154,"rankings":255},"2026-05-24T21:27:53.974278",[],{"engineConfigId":28,"engineDisplayName":30,"runDate":257,"brandCount":225,"rankings":258},"2026-05-26T22:11:52.891355",[259,261,264,267,270,272,275,278,282,285],{"rank":24,"brandName":53,"brandSlug":54,"logoUrl":55,"websiteUrl":56,"compositeIndex":65,"mentionRate":260,"rankScore":260,"recommendStrength":72,"firstMentionRate":72,"mentionCount":39,"totalQuestions":39,"rankPosition":24},100,{"rank":35,"brandName":60,"brandSlug":61,"logoUrl":62,"websiteUrl":63,"compositeIndex":262,"mentionRate":260,"rankScore":263,"recommendStrength":72,"firstMentionRate":154,"mentionCount":39,"totalQuestions":39,"rankPosition":88},79.29,83.33,{"rank":28,"brandName":74,"brandSlug":75,"logoUrl":76,"websiteUrl":77,"compositeIndex":265,"mentionRate":260,"rankScore":266,"recommendStrength":123,"firstMentionRate":154,"mentionCount":39,"totalQuestions":39,"rankPosition":103},65.86,76.67,{"rank":4,"brandName":67,"brandSlug":68,"logoUrl":69,"websiteUrl":70,"compositeIndex":268,"mentionRate":260,"rankScore":269,"recommendStrength":123,"firstMentionRate":154,"mentionCount":39,"totalQuestions":39,"rankPosition":140},60.86,60,{"rank":81,"brandName":82,"brandSlug":83,"logoUrl":84,"websiteUrl":85,"compositeIndex":271,"mentionRate":260,"rankScore":10,"recommendStrength":123,"firstMentionRate":154,"mentionCount":39,"totalQuestions":39,"rankPosition":205},51.86,{"rank":88,"brandName":89,"brandSlug":90,"logoUrl":91,"websiteUrl":92,"compositeIndex":273,"mentionRate":123,"rankScore":274,"recommendStrength":260,"firstMentionRate":123,"mentionCount":24,"totalQuestions":39,"rankPosition":39},51.14,80,{"rank":39,"brandName":96,"brandSlug":97,"logoUrl":98,"websiteUrl":99,"compositeIndex":276,"mentionRate":58,"rankScore":277,"recommendStrength":154,"firstMentionRate":154,"mentionCount":88,"totalQuestions":39,"rankPosition":198},44.29,33.33,{"rank":103,"brandName":104,"brandSlug":105,"logoUrl":106,"websiteUrl":107,"compositeIndex":279,"mentionRate":280,"rankScore":281,"recommendStrength":154,"firstMentionRate":154,"mentionCount":28,"totalQuestions":39,"rankPosition":148},34.14,42.86,56.67,{"rank":43,"brandName":111,"brandSlug":112,"logoUrl":113,"websiteUrl":114,"compositeIndex":283,"mentionRate":101,"rankScore":284,"recommendStrength":225,"firstMentionRate":123,"mentionCount":4,"totalQuestions":39,"rankPosition":10},30.29,3.33,{"rank":48,"brandName":149,"brandSlug":150,"logoUrl":151,"websiteUrl":152,"compositeIndex":286,"mentionRate":154,"rankScore":287,"recommendStrength":154,"firstMentionRate":154,"mentionCount":154,"totalQuestions":39,"rankPosition":35},29,96.67,{"engineConfigId":4,"engineDisplayName":32,"runDate":289,"brandCount":154,"rankings":290},"2026-05-24T21:28:08.614911",[],{"engineConfigId":35,"engineDisplayName":37,"runDate":292,"brandCount":212,"rankings":293},"2026-05-26T22:12:16.653944",[294,296,299,301,303,304,306,308,311,313],{"rank":24,"brandName":53,"brandSlug":54,"logoUrl":55,"websiteUrl":56,"compositeIndex":295,"mentionRate":58,"rankScore":260,"recommendStrength":260,"firstMentionRate":58,"mentionCount":88,"totalQuestions":39,"rankPosition":24},92.86,{"rank":35,"brandName":60,"brandSlug":61,"logoUrl":62,"websiteUrl":63,"compositeIndex":297,"mentionRate":72,"rankScore":298,"recommendStrength":274,"firstMentionRate":154,"mentionCount":81,"totalQuestions":39,"rankPosition":43},66.57,73.33,{"rank":28,"brandName":111,"brandSlug":112,"logoUrl":113,"websiteUrl":114,"compositeIndex":300,"mentionRate":280,"rankScore":287,"recommendStrength":277,"firstMentionRate":154,"mentionCount":28,"totalQuestions":39,"rankPosition":35},52.81,{"rank":4,"brandName":89,"brandSlug":90,"logoUrl":91,"websiteUrl":92,"compositeIndex":302,"mentionRate":280,"rankScore":266,"recommendStrength":154,"firstMentionRate":154,"mentionCount":28,"totalQuestions":39,"rankPosition":103},40.14,{"rank":81,"brandName":67,"brandSlug":68,"logoUrl":69,"websiteUrl":70,"compositeIndex":279,"mentionRate":280,"rankScore":281,"recommendStrength":154,"firstMentionRate":154,"mentionCount":28,"totalQuestions":39,"rankPosition":148},{"rank":88,"brandName":157,"brandSlug":158,"logoUrl":159,"websiteUrl":160,"compositeIndex":305,"mentionRate":123,"rankScore":263,"recommendStrength":154,"firstMentionRate":154,"mentionCount":24,"totalQuestions":39,"rankPosition":88},30.71,{"rank":39,"brandName":74,"brandSlug":75,"logoUrl":76,"websiteUrl":77,"compositeIndex":307,"mentionRate":72,"rankScore":284,"recommendStrength":154,"firstMentionRate":154,"mentionCount":81,"totalQuestions":39,"rankPosition":10},29.57,{"rank":103,"brandName":126,"brandSlug":127,"logoUrl":128,"websiteUrl":129,"compositeIndex":309,"mentionRate":123,"rankScore":310,"recommendStrength":154,"firstMentionRate":154,"mentionCount":24,"totalQuestions":39,"rankPosition":48},26.71,70,{"rank":43,"brandName":82,"brandSlug":83,"logoUrl":84,"websiteUrl":85,"compositeIndex":312,"mentionRate":280,"rankScore":10,"recommendStrength":154,"firstMentionRate":154,"mentionCount":28,"totalQuestions":39,"rankPosition":205},26.14,{"rank":48,"brandName":134,"brandSlug":135,"logoUrl":136,"websiteUrl":137,"compositeIndex":314,"mentionRate":123,"rankScore":315,"recommendStrength":154,"firstMentionRate":154,"mentionCount":24,"totalQuestions":39,"rankPosition":125},25.71,66.67,{"engineConfigId":39,"engineDisplayName":40,"runDate":317,"brandCount":218,"rankings":318},"2026-05-26T22:14:21.163978",[319,321,323,327,330,333,335,338,341,344],{"rank":24,"brandName":53,"brandSlug":54,"logoUrl":55,"websiteUrl":56,"compositeIndex":320,"mentionRate":260,"rankScore":260,"recommendStrength":58,"firstMentionRate":58,"mentionCount":39,"totalQuestions":39,"rankPosition":24},95.71,{"rank":35,"brandName":60,"brandSlug":61,"logoUrl":62,"websiteUrl":63,"compositeIndex":322,"mentionRate":260,"rankScore":310,"recommendStrength":58,"firstMentionRate":154,"mentionCount":39,"totalQuestions":39,"rankPosition":48},78.14,{"rank":28,"brandName":67,"brandSlug":68,"logoUrl":69,"websiteUrl":70,"compositeIndex":324,"mentionRate":58,"rankScore":325,"recommendStrength":326,"firstMentionRate":154,"mentionCount":88,"totalQuestions":39,"rankPosition":4},64.62,90,16.67,{"rank":4,"brandName":74,"brandSlug":75,"logoUrl":76,"websiteUrl":77,"compositeIndex":328,"mentionRate":260,"rankScore":329,"recommendStrength":280,"firstMentionRate":123,"mentionCount":39,"totalQuestions":39,"rankPosition":286},52,6.67,{"rank":81,"brandName":118,"brandSlug":119,"logoUrl":120,"websiteUrl":121,"compositeIndex":331,"mentionRate":123,"rankScore":332,"recommendStrength":260,"firstMentionRate":154,"mentionCount":24,"totalQuestions":39,"rankPosition":81},51.71,86.67,{"rank":88,"brandName":89,"brandSlug":90,"logoUrl":91,"websiteUrl":92,"compositeIndex":334,"mentionRate":280,"rankScore":263,"recommendStrength":277,"firstMentionRate":154,"mentionCount":28,"totalQuestions":39,"rankPosition":88},48.81,{"rank":39,"brandName":111,"brandSlug":112,"logoUrl":113,"websiteUrl":114,"compositeIndex":336,"mentionRate":72,"rankScore":337,"recommendStrength":154,"firstMentionRate":154,"mentionCount":81,"totalQuestions":39,"rankPosition":146},39.57,36.67,{"rank":103,"brandName":96,"brandSlug":97,"logoUrl":98,"websiteUrl":99,"compositeIndex":339,"mentionRate":101,"rankScore":340,"recommendStrength":154,"firstMentionRate":154,"mentionCount":4,"totalQuestions":39,"rankPosition":179},35.86,43.33,{"rank":43,"brandName":82,"brandSlug":83,"logoUrl":84,"websiteUrl":85,"compositeIndex":342,"mentionRate":101,"rankScore":343,"recommendStrength":154,"firstMentionRate":154,"mentionCount":4,"totalQuestions":39,"rankPosition":185},34.86,40,{"rank":48,"brandName":104,"brandSlug":105,"logoUrl":106,"websiteUrl":107,"compositeIndex":345,"mentionRate":94,"rankScore":315,"recommendStrength":154,"firstMentionRate":154,"mentionCount":35,"totalQuestions":39,"rankPosition":125},31.43,{"engineConfigId":43,"engineDisplayName":46,"runDate":347,"brandCount":212,"rankings":348},"2026-05-24T21:29:51.864103",[349,351,354,356,358,360,362,364,367,370],{"rank":24,"brandName":53,"brandSlug":54,"logoUrl":55,"websiteUrl":56,"compositeIndex":350,"mentionRate":101,"rankScore":260,"recommendStrength":260,"firstMentionRate":101,"mentionCount":4,"totalQuestions":39,"rankPosition":24},78.57,{"rank":35,"brandName":60,"brandSlug":61,"logoUrl":62,"websiteUrl":63,"compositeIndex":352,"mentionRate":58,"rankScore":274,"recommendStrength":353,"firstMentionRate":154,"mentionCount":88,"totalQuestions":39,"rankPosition":39},68.29,50,{"rank":28,"brandName":82,"brandSlug":83,"logoUrl":84,"websiteUrl":85,"compositeIndex":355,"mentionRate":72,"rankScore":269,"recommendStrength":146,"firstMentionRate":154,"mentionCount":81,"totalQuestions":39,"rankPosition":140},50.57,{"rank":4,"brandName":104,"brandSlug":105,"logoUrl":106,"websiteUrl":107,"compositeIndex":357,"mentionRate":123,"rankScore":315,"recommendStrength":260,"firstMentionRate":154,"mentionCount":24,"totalQuestions":39,"rankPosition":125},45.71,{"rank":81,"brandName":96,"brandSlug":97,"logoUrl":98,"websiteUrl":99,"compositeIndex":359,"mentionRate":280,"rankScore":281,"recommendStrength":277,"firstMentionRate":123,"mentionCount":28,"totalQuestions":39,"rankPosition":148},42.24,{"rank":88,"brandName":118,"brandSlug":119,"logoUrl":120,"websiteUrl":121,"compositeIndex":361,"mentionRate":94,"rankScore":146,"recommendStrength":260,"firstMentionRate":123,"mentionCount":35,"totalQuestions":39,"rankPosition":225},38.86,{"rank":39,"brandName":67,"brandSlug":68,"logoUrl":69,"websiteUrl":70,"compositeIndex":363,"mentionRate":280,"rankScore":310,"recommendStrength":154,"firstMentionRate":154,"mentionCount":28,"totalQuestions":39,"rankPosition":48},38.14,{"rank":103,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":365,"mentionRate":94,"rankScore":366,"recommendStrength":353,"firstMentionRate":154,"mentionCount":35,"totalQuestions":39,"rankPosition":156},37.43,53.33,{"rank":43,"brandName":74,"brandSlug":75,"logoUrl":76,"websiteUrl":77,"compositeIndex":368,"mentionRate":72,"rankScore":369,"recommendStrength":154,"firstMentionRate":154,"mentionCount":81,"totalQuestions":39,"rankPosition":212},36.57,26.67,{"rank":48,"brandName":89,"brandSlug":90,"logoUrl":91,"websiteUrl":92,"compositeIndex":371,"mentionRate":123,"rankScore":48,"recommendStrength":260,"firstMentionRate":123,"mentionCount":24,"totalQuestions":39,"rankPosition":245},30.14,{"engineConfigId":48,"engineDisplayName":49,"runDate":373,"brandCount":205,"rankings":374},"2026-05-24T21:29:56.221262",[375,377,379,382,384,386,388,390,393,394],{"rank":24,"brandName":53,"brandSlug":54,"logoUrl":55,"websiteUrl":56,"compositeIndex":376,"mentionRate":58,"rankScore":260,"recommendStrength":263,"firstMentionRate":72,"mentionCount":88,"totalQuestions":39,"rankPosition":24},88.1,{"rank":35,"brandName":60,"brandSlug":61,"logoUrl":62,"websiteUrl":63,"compositeIndex":378,"mentionRate":260,"rankScore":146,"recommendStrength":72,"firstMentionRate":154,"mentionCount":39,"totalQuestions":39,"rankPosition":225},60.29,{"rank":28,"brandName":74,"brandSlug":75,"logoUrl":76,"websiteUrl":77,"compositeIndex":380,"mentionRate":260,"rankScore":381,"recommendStrength":280,"firstMentionRate":154,"mentionCount":39,"totalQuestions":39,"rankPosition":238},52.57,13.33,{"rank":4,"brandName":67,"brandSlug":68,"logoUrl":69,"websiteUrl":70,"compositeIndex":383,"mentionRate":58,"rankScore":269,"recommendStrength":154,"firstMentionRate":154,"mentionCount":88,"totalQuestions":39,"rankPosition":140},52.29,{"rank":81,"brandName":82,"brandSlug":83,"logoUrl":84,"websiteUrl":85,"compositeIndex":385,"mentionRate":58,"rankScore":340,"recommendStrength":326,"firstMentionRate":123,"mentionCount":88,"totalQuestions":39,"rankPosition":179},52.05,{"rank":88,"brandName":96,"brandSlug":97,"logoUrl":98,"websiteUrl":99,"compositeIndex":387,"mentionRate":72,"rankScore":343,"recommendStrength":146,"firstMentionRate":154,"mentionCount":81,"totalQuestions":39,"rankPosition":185},44.57,{"rank":39,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":389,"mentionRate":94,"rankScore":281,"recommendStrength":353,"firstMentionRate":154,"mentionCount":35,"totalQuestions":39,"rankPosition":148},38.43,{"rank":103,"brandName":118,"brandSlug":119,"logoUrl":120,"websiteUrl":121,"compositeIndex":391,"mentionRate":123,"rankScore":392,"recommendStrength":260,"firstMentionRate":154,"mentionCount":24,"totalQuestions":39,"rankPosition":218},32.71,23.33,{"rank":43,"brandName":126,"brandSlug":127,"logoUrl":128,"websiteUrl":129,"compositeIndex":286,"mentionRate":154,"rankScore":287,"recommendStrength":154,"firstMentionRate":154,"mentionCount":154,"totalQuestions":39,"rankPosition":35},{"rank":48,"brandName":134,"brandSlug":135,"logoUrl":136,"websiteUrl":137,"compositeIndex":245,"mentionRate":154,"rankScore":395,"recommendStrength":154,"firstMentionRate":154,"mentionCount":154,"totalQuestions":39,"rankPosition":28},93.33,{"rankingTakeaways":397,"selectedRankingDescription":402},[398,399,400,401],"Toyota is the current #1 entity in Automotive with a 89.3 AI Index and 85.7% mention rate. This makes it the clearest public benchmark for how AI systems currently answer industry comparison prompts.","Honda is the nearest visible challenger at #2, trailing Toyota by 18.8 points. That gap is the first signal to inspect when deciding whether this leaderboard is leader-dominated or actively contested.","Kia rounds out the podium at #3. Comparing the top three against engine-level tabs helps separate broad recommendation consistency from single-engine strength.","The latest public snapshot refreshed on 2026-05-26, covering 7 tracked engines and 30 entities. Freshness matters because AI recommendations can shift as models, retrieval sources, and category evidence change.","Combined AI visibility across all tracked engines. Default view shows the top 10 entities."]