[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-brand-cleaning-appliances-vorwerk":3,"leaderboard-industry-cleaning-appliances":82},{"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":52,"overallTrend":68,"interactionSummary":69,"liveInsights":71,"qualification":73},"CURRENT","/leaderboard/cleaning-appliances/brands/vorwerk",71,"cleaning-appliances","Cleaning Appliances","INDUSTRY",5246,"Vorwerk","vorwerk","https://www.vorwerk.com/favicon.ico","https://www.vorwerk.com/",9.5,22,30,2,"2026-08-13T04:21:18.316390Z","Vorwerk ranks #13 in the Cleaning Appliances leaderboard with a 24.8 AI Index across 3 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.","Vorwerk is currently #13 out of 30 tracked Cleaning Appliances entities, with a 24.8 AI Index in the latest public snapshot. Vorwerk trails Ecovacs by 0.2 AI Index points.\n\nThe strongest engine-level signal comes from ChatGPT, where Vorwerk records a 37.9 AI Index and 57.1% mention rate. Kimi is the next strongest covered engine at 21.4 with a 28.6% mention rate.","The softer engine-level signal is Qwen, where Vorwerk records a 15 AI Index and 0% mention rate. Kimi is another engine to watch at 21.4 with a 28.6% mention rate.\n\nKeep the scope narrow: this page measures how tracked AI engines surface Vorwerk in Cleaning Appliances prompts. It does not rank product quality, sales, safety, or real-world market share.","Vorwerk's latest visible AI Index is 24.8. 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.","Vorwerk AI Visibility in Cleaning Appliances | AIvsRank","Review Vorwerk's AI visibility in Cleaning Appliances: rank #13, 24.8 AI Index, 3 covered engines, and current competitor gaps in the AIvsRank leaderboard.",[27,30,33,36],{"question":28,"answer":29},"Why is Vorwerk ranked in the Cleaning Appliances leaderboard?","Vorwerk is included because tracked AI engines surface it in Cleaning Appliances 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 Vorwerk?","The strongest current signal is ChatGPT at 37.9 AI Index and 57.1% mention rate. The softest covered signal is Qwen at 15 AI Index and 0% mention rate.",{"question":34,"answer":35},"Which entities should be compared with Vorwerk?","The most useful nearby comparison is Ecovacs. 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 Cleaning Appliances leaderboard run is available. The current public snapshot was refreshed on 2026-05-09.",[40,47],{"engineCode":41,"engineName":42,"rank":43,"score":44,"mentionRate":45,"mentions":45,"runDate":46},"Qwen3.6","Qwen",16,13,0,"2026-05-24T23:05:56.188604Z",{"engineCode":48,"engineName":49,"rank":50,"score":51,"mentionRate":45,"mentions":45,"runDate":19},"chatgpt","ChatGPT",21,6,[53,58,62],{"brandName":54,"brandSlug":55,"rank":50,"overallScore":56,"scoreGap":57},"Dirt Devil","dirt-devil",9.8,-0.3,{"brandName":59,"brandSlug":60,"rank":61,"overallScore":15,"scoreGap":45},"Rainbow","rainbow",23,{"brandName":63,"brandSlug":64,"rank":65,"overallScore":66,"scoreGap":67},"Black+Decker","black-decker",20,11.14,-1.64,[],{"upvoteCount":45,"followCount":45,"isUpvoted":70,"isFollowed":70},false,{"rankInterpretation":72,"engineDivergenceInterpretation":72,"competitorGapInterpretation":72,"trendInterpretation":72},"",{"state":74,"indexable":75,"sitemapEligible":75,"linkEligible":75,"contentCompleteness":76,"reasonCodes":77,"dataAsOf":80,"freshUntil":81,"lastModifiedAt":80},"current",true,"complete",[78,79],"historical_accepted_path_preserved","retained_accepted_lkg","2026-08-25T10:58:58.437Z","2026-09-24T10:58:58.437Z",{"id":6,"slug":7,"nameCn":83,"nameEn":8,"collectionType":9,"qualification":84,"description":86,"brandCount":17,"faq":87,"engines":97,"overallRankings":138,"publishedBrandLinks":328,"latestRuns":361,"liveInsights":545},"清洁电器",{"state":74,"indexable":75,"sitemapEligible":75,"linkEligible":75,"contentCompleteness":76,"reasonCodes":85,"dataAsOf":80,"freshUntil":81,"lastModifiedAt":80},[78,79],"Cleaning Appliance Brands",[88,91,94],{"question":89,"answer":90},"How is the Cleaning Appliances leaderboard calculated?","Overall ranking combines the latest AI visibility signals across tracked engines for Cleaning Appliances, including rank position, recommendation strength, and mention-rate patterns.",{"question":92,"answer":93},"Why can Dyson 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":95,"answer":96},"How often is this Cleaning Appliances leaderboard updated?","This leaderboard updates whenever new completed runs are available for Cleaning Appliances, with the latest refresh date shown on the page.",[98,102,106,110,113,118,119,124,129,134],{"id":99,"code":100,"slug":101,"displayName":100},1000005,"Sonar","perplexity",{"id":103,"code":104,"slug":105,"displayName":104},1000007,"MiniMax","minimax",{"id":107,"code":108,"slug":109,"displayName":108},1000008,"GLM","glm",{"id":111,"code":41,"slug":112,"displayName":42},1000009,"qwen",{"id":114,"code":115,"slug":116,"displayName":117},1000012,"grok-4-7-videofree","grok","Grok 4.7 via VideoFree",{"id":18,"code":48,"slug":48,"displayName":49},{"id":120,"code":121,"slug":122,"displayName":123},3,"gemini-3-5-flash-lite-openrouter","gemini","Gemini 3.5 Flash-Lite via OpenRouter",{"id":125,"code":126,"slug":127,"displayName":128},4,"claude-haiku-4-5-openrouter","claude","Claude Haiku 4.5 via OpenRouter",{"id":130,"code":131,"slug":132,"displayName":133},5,"kimi-k2-7-code-openrouter","kimi","Kimi K2.7 Code via OpenRouter",{"id":51,"code":135,"slug":136,"displayName":137},"deepseek-v4-flash-bailian","deepseek","DeepSeek V4 Flash via Bailian",[139,147,154,160,167,174,180,188,196,203,211,219,226,233,240,248,255,262,269,277,280,283,284,287,294,300,307,315,322],{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":145,"mentionRate":146},1,"Dyson","dyson","https://www.dyson.cn/apple-touch-icon.png","https://www.dyson.cn/?utm_redirect=dyson.com",83.3,91.07,{"rank":18,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":152,"mentionRate":153},"Miele","miele","https://www.miele.com/apple-touch-icon.png","https://www.miele.com/",69.69,76.79,{"rank":120,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":159,"mentionRate":153},"Shark","shark","https://www.sharkclean.com.cn/assets/static/pc/images/home/logo_new_w.png","https://www.sharkclean.com/",59.58,{"rank":125,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":165,"mentionRate":166},"Bissell","bissell","https://www.bissell.com/favicon.ico","https://www.bissell.com/",43.45,46.43,{"rank":130,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":172,"mentionRate":173},"iRobot","irobot","https://favicon.im/irobot.com?larger=true","https://www.irobot.com/",40.7,39.29,{"rank":51,"brandName":175,"brandSlug":176,"logoUrl":177,"websiteUrl":178,"compositeIndex":179,"mentionRate":166},"Bosch","bosch","https://assets.bosch.com/media/global/bosch_logo_res_260x85.webp","https://www.bosch.com/",37.28,{"rank":181,"brandName":182,"brandSlug":183,"logoUrl":184,"websiteUrl":185,"compositeIndex":186,"mentionRate":187},7,"Kärcher","k-rcher","https://www.kaercher.com/apple-touch-icon.png","https://www.kaercher.com/",36.49,40.82,{"rank":189,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":194,"mentionRate":195},8,"Roborock","roborock","https://cdn.shopify.com/s/files/1/0082/3666/2902/t/86/assets/logo-globalicon.png?v=28608742126004380851669354927","https://us.roborock.com/",35.14,24.49,{"rank":197,"brandName":198,"brandSlug":199,"logoUrl":200,"websiteUrl":201,"compositeIndex":202,"mentionRate":195},9,"Tineco","tineco","https://www.tineco.com/favicon.ico","https://www.tineco.com/",29.94,{"rank":204,"brandName":205,"brandSlug":206,"logoUrl":207,"websiteUrl":208,"compositeIndex":209,"mentionRate":210},10,"Samsung","samsung","https://images.samsung.com.cn/is/image/samsung/assets/cn/homepage/26_md_co76_feature-kv_mx_logo_pc_620x64.png?$620_64_PNG$","https://www.samsung.com.cn/",26.86,8.93,{"rank":212,"brandName":213,"brandSlug":214,"logoUrl":215,"websiteUrl":216,"compositeIndex":217,"mentionRate":218},11,"LG","lg","https://www.lg.com/favicon.ico","https://www.lg.com/cn",21.68,3.57,{"rank":220,"brandName":221,"brandSlug":222,"logoUrl":223,"websiteUrl":224,"compositeIndex":225,"mentionRate":45},12,"Ecovacs","ecovacs","https://www.ecovacs.com/apple-touch-icon.png","https://www.ecovacs.com/",21.57,{"rank":44,"brandName":227,"brandSlug":228,"logoUrl":229,"websiteUrl":230,"compositeIndex":231,"mentionRate":232},"Electrolux","electrolux","https://www.electrolux.com.cn/globalassets/3-images/logos/electrolux_logo.svg","https://www.electrolux.com.cn/",20.09,14.29,{"rank":234,"brandName":235,"brandSlug":236,"logoUrl":237,"websiteUrl":238,"compositeIndex":239,"mentionRate":45},14,"Dreame","dreame","https://dreame-us.myshopify.com/cdn/shop/files/pandectes-reopen-logo.png","https://www.dreametech.com/",17.2,{"rank":241,"brandName":242,"brandSlug":243,"logoUrl":244,"websiteUrl":245,"compositeIndex":246,"mentionRate":247},15,"Eureka","eureka","https://cdn.shopify.com/s/files/1/0773/5273/0914/files/logo_32x32_b6e03d6d-fac6-4291-b102-b9bc123a2621.webp?v=1775791492","https://us.eureka.com/",16.53,2.04,{"rank":43,"brandName":249,"brandSlug":250,"logoUrl":251,"websiteUrl":252,"compositeIndex":253,"mentionRate":254},"Hoover","hoover","https://cdn.shopify.com/s/files/1/0484/2428/8407/files/Hoover-Logo_2020_Favicon_70x780_a248ee3f-303e-4feb-9cc2-78148f5c4cac.png?crop=center&height=32&v=1614699689&width=32","https://hoover.com/",16.48,7.15,{"rank":256,"brandName":257,"brandSlug":258,"logoUrl":259,"websiteUrl":260,"compositeIndex":261,"mentionRate":45},17,"Xiaomi","xiaomi","https://www.mi.com/favicon.ico","https://www.mi.com/global/",15.8,{"rank":263,"brandName":264,"brandSlug":265,"logoUrl":266,"websiteUrl":267,"compositeIndex":268,"mentionRate":45},18,"Philips","philips","https://www.philips.com.cn/c-dam/b2c/zh_CN/homepage/PH/hive-logo.png","https://www.philips.com.cn/",13.5,{"rank":270,"brandName":271,"brandSlug":272,"logoUrl":273,"websiteUrl":274,"compositeIndex":275,"mentionRate":276},19,"Eufy","eufy","https://cdn.shopify.com/s/files/1/0569/5147/2268/files/logo-trans-02.png?v=1749018888","https://www.eufy.com/",13.14,2.86,{"rank":65,"brandName":63,"brandSlug":64,"logoUrl":278,"websiteUrl":279,"compositeIndex":66,"mentionRate":45},"https://cdn.shopify.com/s/files/1/0640/1409/0461/files/B_Dlong_logo.png?v=1663089109","https://www.blackanddecker.com/",{"rank":50,"brandName":54,"brandSlug":55,"logoUrl":281,"websiteUrl":282,"compositeIndex":56,"mentionRate":45},"https://cdn.shopify.com/s/files/1/0479/4944/7334/files/DirtDevil_Logo_2022_4.svg?v=1693252430&width=600","https://dirtdevil.com/",{"rank":16,"brandName":11,"brandSlug":12,"logoUrl":13,"websiteUrl":14,"compositeIndex":15,"mentionRate":45},{"rank":61,"brandName":59,"brandSlug":60,"logoUrl":285,"websiteUrl":286,"compositeIndex":15,"mentionRate":45},"https://cdn.shopify.com/s/files/1/0710/0094/8896/files/Rainbow-Logo.png?v=1767026012&width=600","https://rainbowsystem.com/",{"rank":288,"brandName":289,"brandSlug":290,"logoUrl":291,"websiteUrl":292,"compositeIndex":293,"mentionRate":45},24,"Proscenic","proscenic","https://cdn.shopify.com/s/files/1/0682/6698/3609/files/logo11.png?crop=center&height=32&v=1745550138&width=32","https://www.proscenic.com/",7.5,{"rank":295,"brandName":296,"brandSlug":297,"logoUrl":298,"websiteUrl":299,"compositeIndex":181,"mentionRate":45},25,"Vax","vax","https://favicon.im/vax.co.uk?larger=true","https://www.vax.co.uk/",{"rank":301,"brandName":302,"brandSlug":303,"logoUrl":304,"websiteUrl":305,"compositeIndex":306,"mentionRate":45},26,"Rowenta","rowenta","https://dam.groupeseb.com/m/2c0faee40a4aae06/Digital-Logo-Rowenta-Techline.png","https://www.rowenta.com/home",5.67,{"rank":308,"brandName":309,"brandSlug":310,"logoUrl":311,"websiteUrl":312,"compositeIndex":313,"mentionRate":314},27,"ILIFE","ilife","https://favicon.im/iliferobot.com?larger=true","https://www.iliferobot.com/",5.57,4.76,{"rank":316,"brandName":317,"brandSlug":318,"logoUrl":319,"websiteUrl":320,"compositeIndex":321,"mentionRate":314},28,"AEG","aeg","https://www.aeg.cn/globalassets/icon/aeg-logo-cn.svg","https://www.aeg.cn/",3.9,{"rank":323,"brandName":324,"brandSlug":325,"logoUrl":326,"websiteUrl":327,"compositeIndex":120,"mentionRate":45},29,"Narwal","narwal","https://narwal.com/favicon.ico","https://narwal.com/",[329,330,331,332,333,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,353,354,355,356,357,358,359,360],{"brandName":317,"brandSlug":318},{"brandName":161,"brandSlug":162},{"brandName":63,"brandSlug":64},{"brandName":175,"brandSlug":176},{"brandName":334,"brandSlug":335},"Cecotec","cecotec",{"brandName":54,"brandSlug":55},{"brandName":235,"brandSlug":236},{"brandName":141,"brandSlug":142},{"brandName":221,"brandSlug":222},{"brandName":227,"brandSlug":228},{"brandName":271,"brandSlug":272},{"brandName":242,"brandSlug":243},{"brandName":249,"brandSlug":250},{"brandName":309,"brandSlug":310},{"brandName":168,"brandSlug":169},{"brandName":182,"brandSlug":183},{"brandName":213,"brandSlug":214},{"brandName":148,"brandSlug":149},{"brandName":324,"brandSlug":325},{"brandName":264,"brandSlug":265},{"brandName":289,"brandSlug":290},{"brandName":59,"brandSlug":60},{"brandName":190,"brandSlug":191},{"brandName":302,"brandSlug":303},{"brandName":205,"brandSlug":206},{"brandName":155,"brandSlug":156},{"brandName":198,"brandSlug":199},{"brandName":296,"brandSlug":297},{"brandName":11,"brandSlug":12},{"brandName":257,"brandSlug":258},[362,399,426,447,464,483,506,526],{"engineConfigId":103,"engineDisplayName":104,"runDate":363,"brandCount":241,"rankings":364},"2026-06-03T00:21:37.511562Z",[365,371,376,379,382,385,388,391,394,397],{"rank":140,"brandName":205,"brandSlug":206,"logoUrl":207,"websiteUrl":208,"compositeIndex":366,"mentionRate":367,"rankScore":368,"recommendStrength":369,"firstMentionRate":370,"mentionCount":130,"totalQuestions":181,"rankPosition":140},78.86,71.43,100,80,42.86,{"rank":18,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":372,"mentionRate":370,"rankScore":373,"recommendStrength":374,"firstMentionRate":375,"mentionCount":120,"totalQuestions":181,"rankPosition":43},48.33,50,66.67,28.57,{"rank":120,"brandName":213,"brandSlug":214,"logoUrl":215,"websiteUrl":216,"compositeIndex":377,"mentionRate":375,"rankScore":378,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":18},40.43,96.67,{"rank":125,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":380,"mentionRate":232,"rankScore":381,"recommendStrength":368,"firstMentionRate":232,"mentionCount":140,"totalQuestions":181,"rankPosition":65},38.14,36.67,{"rank":130,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":383,"mentionRate":370,"rankScore":384,"recommendStrength":45,"firstMentionRate":45,"mentionCount":120,"totalQuestions":181,"rankPosition":256},31.14,46.67,{"rank":51,"brandName":175,"brandSlug":176,"logoUrl":177,"websiteUrl":178,"compositeIndex":386,"mentionRate":232,"rankScore":387,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":44},23.71,60,{"rank":181,"brandName":249,"brandSlug":250,"logoUrl":251,"websiteUrl":252,"compositeIndex":389,"mentionRate":232,"rankScore":390,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":241},21.71,53.33,{"rank":189,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":392,"mentionRate":232,"rankScore":393,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":263},18.71,43.33,{"rank":197,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":395,"mentionRate":232,"rankScore":396,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":50},15.71,33.33,{"rank":204,"brandName":221,"brandSlug":222,"logoUrl":223,"websiteUrl":224,"compositeIndex":220,"mentionRate":45,"rankScore":398,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":270},40,{"engineConfigId":111,"engineDisplayName":42,"runDate":46,"brandCount":61,"rankings":400},[401,406,408,411,414,416,417,420,422,424],{"rank":140,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":402,"mentionRate":403,"rankScore":404,"recommendStrength":405,"firstMentionRate":367,"mentionCount":51,"totalQuestions":181,"rankPosition":197},80.1,85.71,73.33,83.33,{"rank":18,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":407,"mentionRate":368,"rankScore":368,"recommendStrength":375,"firstMentionRate":375,"mentionCount":181,"totalQuestions":181,"rankPosition":140},78.57,{"rank":120,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":409,"mentionRate":403,"rankScore":410,"recommendStrength":45,"firstMentionRate":45,"mentionCount":51,"totalQuestions":181,"rankPosition":130},60.29,86.67,{"rank":125,"brandName":198,"brandSlug":199,"logoUrl":200,"websiteUrl":201,"compositeIndex":412,"mentionRate":413,"rankScore":405,"recommendStrength":45,"firstMentionRate":45,"mentionCount":125,"totalQuestions":181,"rankPosition":51},47.86,57.14,{"rank":130,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":415,"mentionRate":413,"rankScore":369,"recommendStrength":45,"firstMentionRate":45,"mentionCount":125,"totalQuestions":181,"rankPosition":181},46.86,{"rank":51,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":323,"mentionRate":45,"rankScore":378,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":18},{"rank":181,"brandName":249,"brandSlug":250,"logoUrl":251,"websiteUrl":252,"compositeIndex":418,"mentionRate":232,"rankScore":419,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":189},28.71,76.67,{"rank":189,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":316,"mentionRate":45,"rankScore":421,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":120},93.33,{"rank":197,"brandName":221,"brandSlug":222,"logoUrl":223,"websiteUrl":224,"compositeIndex":308,"mentionRate":45,"rankScore":423,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":125},90,{"rank":204,"brandName":205,"brandSlug":206,"logoUrl":207,"websiteUrl":208,"compositeIndex":50,"mentionRate":45,"rankScore":425,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":204},70,{"engineConfigId":114,"engineDisplayName":117,"runDate":427,"brandCount":288,"rankings":428},"2026-08-13T04:21:15.421466Z",[429,431,433,435,437,439,441,443,445,446],{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":430,"mentionRate":368,"rankScore":368,"recommendStrength":367,"firstMentionRate":370,"mentionCount":181,"totalQuestions":181,"rankPosition":140},88.57,{"rank":18,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":432,"mentionRate":368,"rankScore":419,"recommendStrength":403,"firstMentionRate":413,"mentionCount":181,"totalQuestions":181,"rankPosition":189},85.86,{"rank":120,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":434,"mentionRate":367,"rankScore":378,"recommendStrength":398,"firstMentionRate":45,"mentionCount":130,"totalQuestions":181,"rankPosition":18},65.57,{"rank":125,"brandName":227,"brandSlug":228,"logoUrl":229,"websiteUrl":230,"compositeIndex":436,"mentionRate":403,"rankScore":404,"recommendStrength":45,"firstMentionRate":45,"mentionCount":51,"totalQuestions":181,"rankPosition":197},56.29,{"rank":130,"brandName":175,"brandSlug":176,"logoUrl":177,"websiteUrl":178,"compositeIndex":438,"mentionRate":368,"rankScore":398,"recommendStrength":232,"firstMentionRate":45,"mentionCount":181,"totalQuestions":181,"rankPosition":270},54.86,{"rank":51,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":440,"mentionRate":370,"rankScore":421,"recommendStrength":45,"firstMentionRate":45,"mentionCount":120,"totalQuestions":181,"rankPosition":120},45.14,{"rank":181,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":442,"mentionRate":370,"rankScore":423,"recommendStrength":45,"firstMentionRate":45,"mentionCount":120,"totalQuestions":181,"rankPosition":125},44.14,{"rank":189,"brandName":198,"brandSlug":199,"logoUrl":200,"websiteUrl":201,"compositeIndex":444,"mentionRate":375,"rankScore":390,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":241},27.43,{"rank":197,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":295,"mentionRate":45,"rankScore":405,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":51},{"rank":204,"brandName":221,"brandSlug":222,"logoUrl":223,"websiteUrl":224,"compositeIndex":288,"mentionRate":45,"rankScore":369,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":181},{"engineConfigId":18,"engineDisplayName":49,"runDate":19,"brandCount":288,"rankings":448},[449,450,452,454,456,457,459,461,462,463],{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":423,"mentionRate":368,"rankScore":368,"recommendStrength":403,"firstMentionRate":375,"mentionCount":181,"totalQuestions":181,"rankPosition":140},{"rank":18,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":451,"mentionRate":368,"rankScore":369,"recommendStrength":403,"firstMentionRate":367,"mentionCount":181,"totalQuestions":181,"rankPosition":181},88.29,{"rank":120,"brandName":182,"brandSlug":183,"logoUrl":184,"websiteUrl":185,"compositeIndex":453,"mentionRate":368,"rankScore":405,"recommendStrength":370,"firstMentionRate":45,"mentionCount":181,"totalQuestions":181,"rankPosition":51},73.57,{"rank":125,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":455,"mentionRate":367,"rankScore":378,"recommendStrength":65,"firstMentionRate":45,"mentionCount":130,"totalQuestions":181,"rankPosition":18},61.57,{"rank":130,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":442,"mentionRate":370,"rankScore":423,"recommendStrength":45,"firstMentionRate":45,"mentionCount":120,"totalQuestions":181,"rankPosition":125},{"rank":51,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":458,"mentionRate":375,"rankScore":421,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":120},39.43,{"rank":181,"brandName":198,"brandSlug":199,"logoUrl":200,"websiteUrl":201,"compositeIndex":460,"mentionRate":375,"rankScore":374,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":212},31.43,{"rank":189,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":418,"mentionRate":232,"rankScore":419,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":189},{"rank":197,"brandName":249,"brandSlug":250,"logoUrl":251,"websiteUrl":252,"compositeIndex":301,"mentionRate":45,"rankScore":410,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":130},{"rank":204,"brandName":235,"brandSlug":236,"logoUrl":237,"websiteUrl":238,"compositeIndex":16,"mentionRate":45,"rankScore":404,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":197},{"engineConfigId":120,"engineDisplayName":123,"runDate":465,"brandCount":50,"rankings":466},"2026-08-13T04:21:21.310782Z",[467,468,470,472,473,475,477,479,480,481],{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":430,"mentionRate":368,"rankScore":368,"recommendStrength":367,"firstMentionRate":370,"mentionCount":181,"totalQuestions":181,"rankPosition":140},{"rank":18,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":469,"mentionRate":367,"rankScore":404,"recommendStrength":368,"firstMentionRate":370,"mentionCount":130,"totalQuestions":181,"rankPosition":197},74.86,{"rank":120,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":471,"mentionRate":403,"rankScore":374,"recommendStrength":374,"firstMentionRate":232,"mentionCount":51,"totalQuestions":181,"rankPosition":212},69.05,{"rank":125,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":458,"mentionRate":375,"rankScore":421,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":120},{"rank":130,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":474,"mentionRate":375,"rankScore":423,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":125},38.43,{"rank":51,"brandName":198,"brandSlug":199,"logoUrl":200,"websiteUrl":201,"compositeIndex":476,"mentionRate":375,"rankScore":369,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":181},35.43,{"rank":181,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":478,"mentionRate":375,"rankScore":419,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":189},34.43,{"rank":189,"brandName":242,"brandSlug":243,"logoUrl":244,"websiteUrl":245,"compositeIndex":295,"mentionRate":45,"rankScore":405,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":51},{"rank":197,"brandName":221,"brandSlug":222,"logoUrl":223,"websiteUrl":224,"compositeIndex":50,"mentionRate":45,"rankScore":425,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":204},{"rank":204,"brandName":235,"brandSlug":236,"logoUrl":237,"websiteUrl":238,"compositeIndex":270,"mentionRate":45,"rankScore":482,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":220},63.33,{"engineConfigId":125,"engineDisplayName":128,"runDate":484,"brandCount":43,"rankings":485},"2026-08-13T04:21:24.392988Z",[486,488,490,493,495,497,499,501,502,505],{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":487,"mentionRate":403,"rankScore":368,"recommendStrength":405,"firstMentionRate":367,"mentionCount":51,"totalQuestions":181,"rankPosition":140},88.1,{"rank":18,"brandName":182,"brandSlug":183,"logoUrl":184,"websiteUrl":185,"compositeIndex":489,"mentionRate":368,"rankScore":369,"recommendStrength":370,"firstMentionRate":45,"mentionCount":181,"totalQuestions":181,"rankPosition":181},72.57,{"rank":120,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":491,"mentionRate":413,"rankScore":378,"recommendStrength":492,"firstMentionRate":45,"mentionCount":125,"totalQuestions":181,"rankPosition":18},66.86,75,{"rank":125,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":494,"mentionRate":403,"rankScore":393,"recommendStrength":405,"firstMentionRate":375,"mentionCount":51,"totalQuestions":181,"rankPosition":263},66.81,{"rank":130,"brandName":175,"brandSlug":176,"logoUrl":177,"websiteUrl":178,"compositeIndex":496,"mentionRate":367,"rankScore":390,"recommendStrength":398,"firstMentionRate":45,"mentionCount":130,"totalQuestions":181,"rankPosition":241},52.57,{"rank":51,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":498,"mentionRate":413,"rankScore":421,"recommendStrength":45,"firstMentionRate":45,"mentionCount":125,"totalQuestions":181,"rankPosition":120},50.86,{"rank":181,"brandName":249,"brandSlug":250,"logoUrl":251,"websiteUrl":252,"compositeIndex":500,"mentionRate":232,"rankScore":423,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":125},32.71,{"rank":189,"brandName":198,"brandSlug":199,"logoUrl":200,"websiteUrl":201,"compositeIndex":301,"mentionRate":45,"rankScore":410,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":130},{"rank":197,"brandName":227,"brandSlug":228,"logoUrl":229,"websiteUrl":230,"compositeIndex":503,"mentionRate":232,"rankScore":504,"recommendStrength":45,"firstMentionRate":45,"mentionCount":140,"totalQuestions":181,"rankPosition":234},22.71,56.67,{"rank":204,"brandName":63,"brandSlug":64,"logoUrl":278,"websiteUrl":279,"compositeIndex":16,"mentionRate":45,"rankScore":404,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":197},{"engineConfigId":130,"engineDisplayName":133,"runDate":507,"brandCount":61,"rankings":508},"2026-08-13T05:20:56.880392Z",[509,511,513,515,517,519,521,522,524,525],{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":510,"mentionRate":368,"rankScore":368,"recommendStrength":368,"firstMentionRate":375,"mentionCount":181,"totalQuestions":181,"rankPosition":140},92.86,{"rank":18,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":512,"mentionRate":368,"rankScore":419,"recommendStrength":368,"firstMentionRate":370,"mentionCount":181,"totalQuestions":181,"rankPosition":189},87.29,{"rank":120,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":514,"mentionRate":368,"rankScore":378,"recommendStrength":370,"firstMentionRate":375,"mentionCount":181,"totalQuestions":181,"rankPosition":18},80.43,{"rank":125,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":516,"mentionRate":368,"rankScore":421,"recommendStrength":232,"firstMentionRate":45,"mentionCount":181,"totalQuestions":181,"rankPosition":120},70.86,{"rank":130,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":518,"mentionRate":368,"rankScore":423,"recommendStrength":45,"firstMentionRate":45,"mentionCount":181,"totalQuestions":181,"rankPosition":125},67,{"rank":51,"brandName":182,"brandSlug":183,"logoUrl":184,"websiteUrl":185,"compositeIndex":520,"mentionRate":403,"rankScore":404,"recommendStrength":373,"firstMentionRate":45,"mentionCount":51,"totalQuestions":181,"rankPosition":197},66.29,{"rank":181,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":415,"mentionRate":413,"rankScore":369,"recommendStrength":45,"firstMentionRate":45,"mentionCount":125,"totalQuestions":181,"rankPosition":181},{"rank":189,"brandName":198,"brandSlug":199,"logoUrl":200,"websiteUrl":201,"compositeIndex":523,"mentionRate":375,"rankScore":482,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":220},30.43,{"rank":197,"brandName":221,"brandSlug":222,"logoUrl":223,"websiteUrl":224,"compositeIndex":295,"mentionRate":45,"rankScore":405,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":51},{"rank":204,"brandName":257,"brandSlug":258,"logoUrl":259,"websiteUrl":260,"compositeIndex":50,"mentionRate":45,"rankScore":425,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":204},{"engineConfigId":51,"engineDisplayName":137,"runDate":527,"brandCount":270,"rankings":528},"2026-08-13T05:21:00.166915Z",[529,531,533,535,537,539,541,542,543,544],{"rank":140,"brandName":141,"brandSlug":142,"logoUrl":143,"websiteUrl":144,"compositeIndex":530,"mentionRate":368,"rankScore":368,"recommendStrength":403,"firstMentionRate":370,"mentionCount":181,"totalQuestions":181,"rankPosition":140},91.43,{"rank":18,"brandName":148,"brandSlug":149,"logoUrl":150,"websiteUrl":151,"compositeIndex":532,"mentionRate":367,"rankScore":482,"recommendStrength":368,"firstMentionRate":413,"mentionCount":130,"totalQuestions":181,"rankPosition":220},73.29,{"rank":120,"brandName":168,"brandSlug":169,"logoUrl":170,"websiteUrl":171,"compositeIndex":534,"mentionRate":368,"rankScore":405,"recommendStrength":45,"firstMentionRate":45,"mentionCount":181,"totalQuestions":181,"rankPosition":51},65,{"rank":125,"brandName":155,"brandSlug":156,"logoUrl":157,"websiteUrl":158,"compositeIndex":536,"mentionRate":368,"rankScore":398,"recommendStrength":375,"firstMentionRate":45,"mentionCount":181,"totalQuestions":181,"rankPosition":270},57.71,{"rank":130,"brandName":190,"brandSlug":191,"logoUrl":192,"websiteUrl":193,"compositeIndex":538,"mentionRate":413,"rankScore":404,"recommendStrength":45,"firstMentionRate":45,"mentionCount":125,"totalQuestions":181,"rankPosition":197},44.86,{"rank":51,"brandName":161,"brandSlug":162,"logoUrl":163,"websiteUrl":164,"compositeIndex":540,"mentionRate":375,"rankScore":393,"recommendStrength":45,"firstMentionRate":45,"mentionCount":18,"totalQuestions":181,"rankPosition":263},24.43,{"rank":181,"brandName":205,"brandSlug":206,"logoUrl":207,"websiteUrl":208,"compositeIndex":288,"mentionRate":45,"rankScore":369,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":181},{"rank":189,"brandName":213,"brandSlug":214,"logoUrl":215,"websiteUrl":216,"compositeIndex":61,"mentionRate":45,"rankScore":419,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":189},{"rank":197,"brandName":221,"brandSlug":222,"logoUrl":223,"websiteUrl":224,"compositeIndex":50,"mentionRate":45,"rankScore":425,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":204},{"rank":204,"brandName":227,"brandSlug":228,"logoUrl":229,"websiteUrl":230,"compositeIndex":263,"mentionRate":45,"rankScore":387,"recommendStrength":45,"firstMentionRate":45,"mentionCount":45,"totalQuestions":181,"rankPosition":44},{"rankingTakeaways":546,"selectedRankingDescription":72},[]]