[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-brand-code-review-platforms-gitlab-code-review":3,"leaderboard-industry-code-review-platforms":85},{"pageState":4,"canonicalPath":5,"industryId":6,"industrySlug":7,"industryName":8,"collectionType":9,"brandId":10,"brandName":11,"brandSlug":12,"websiteUrl":13,"overallScore":14,"industryRank":15,"brandCount":16,"enginesCovered":17,"lastUpdatedAt":18,"summary":19,"strengths":20,"weaknesses":20,"trendNotes":20,"seoTitle":21,"seoDescription":22,"faq":23,"engineBreakdowns":24,"competitors":53,"overallTrend":72,"interactionSummary":73,"liveInsights":75,"qualification":76},"CURRENT","/leaderboard/code-review-platforms/brands/gitlab-code-review",178,"code-review-platforms","Code Review Platforms","CATEGORY",6788,"GitLab Code Review","gitlab-code-review","https://about.gitlab.com/solutions/code-reviews/",90.96,2,6,5,"2026-08-23T23:10:35.602371Z","GitLab Code Review ranks #2 in Code Review Platforms with an overall AI visibility score of 90.96.","","GitLab Code Review AI Visibility in Code Review Platforms | AIvsRank","GitLab Code Review ranks #2 in the Code Review Platforms AI visibility leaderboard.",[],[25,32,37,43,49],{"engineCode":26,"engineName":27,"rank":15,"score":28,"mentionRate":29,"mentions":30,"runDate":31},"grok-4-7-videofree","Grok 4.7 via VideoFree",91.35,91,0,"2026-08-23T23:10:21.383154Z",{"engineCode":33,"engineName":34,"rank":15,"score":35,"mentionRate":29,"mentions":30,"runDate":36},"chatgpt","ChatGPT",90.7,"2026-08-23T23:10:25.020746Z",{"engineCode":38,"engineName":39,"rank":15,"score":40,"mentionRate":41,"mentions":30,"runDate":42},"gemini-3-5-flash-lite-openrouter","Gemini 3.5 Flash-Lite via OpenRouter",92.45,92,"2026-08-23T23:10:28.807602Z",{"engineCode":44,"engineName":45,"rank":15,"score":46,"mentionRate":47,"mentions":30,"runDate":48},"claude-haiku-4-5-openrouter","Claude Haiku 4.5 via OpenRouter",88.15,88,"2026-08-23T23:10:32.241932Z",{"engineCode":50,"engineName":51,"rank":15,"score":52,"mentionRate":41,"mentions":30,"runDate":18},"kimi-k2-7-code-openrouter","Kimi K2.7 Code via OpenRouter",92.15,[54,60,66],{"brandName":55,"brandSlug":56,"rank":57,"overallScore":58,"scoreGap":59},"GitHub Pull Requests","github-pull-requests",1,94.13,-3.17,{"brandName":61,"brandSlug":62,"rank":63,"overallScore":64,"scoreGap":65},"Bitbucket Code Review","bitbucket-code-review",3,84.28,6.68,{"brandName":67,"brandSlug":68,"rank":69,"overallScore":70,"scoreGap":71},"Graphite","graphite",4,84.19,6.77,[],{"upvoteCount":30,"followCount":30,"isUpvoted":74,"isFollowed":74},false,{"rankInterpretation":20,"engineDivergenceInterpretation":20,"competitorGapInterpretation":20,"trendInterpretation":20},{"state":77,"indexable":78,"sitemapEligible":78,"linkEligible":78,"contentCompleteness":79,"reasonCodes":80,"dataAsOf":83,"freshUntil":84,"lastModifiedAt":83},"current",true,"complete",[81,82],"historical_accepted_path_preserved","retained_accepted_lkg","2026-08-25T10:58:58.437Z","2026-09-24T10:58:58.437Z",{"id":6,"slug":7,"nameCn":8,"nameEn":8,"collectionType":9,"qualification":86,"brandCount":16,"faq":88,"engines":98,"overallRankings":130,"publishedBrandLinks":153,"latestRuns":160,"liveInsights":246},{"state":77,"indexable":78,"sitemapEligible":78,"linkEligible":78,"contentCompleteness":79,"reasonCodes":87,"dataAsOf":83,"freshUntil":84,"lastModifiedAt":83},[81,82],[89,92,95],{"question":90,"answer":91},"How is the Code Review Platforms leaderboard calculated?","Overall ranking combines the latest AI visibility signals across tracked engines for Code Review Platforms, including rank position, recommendation strength, and mention-rate patterns.",{"question":93,"answer":94},"Why can GitHub Pull Requests 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":96,"answer":97},"How often is this Code Review Platforms leaderboard updated?","This leaderboard updates whenever new completed runs are available for Code Review Platforms, with the latest refresh date shown on the page.",[99,103,107,111,116,119,120,122,124,126],{"id":100,"code":101,"slug":102,"displayName":101},1000005,"Sonar","perplexity",{"id":104,"code":105,"slug":106,"displayName":105},1000007,"MiniMax","minimax",{"id":108,"code":109,"slug":110,"displayName":109},1000008,"GLM","glm",{"id":112,"code":113,"slug":114,"displayName":115},1000009,"Qwen3.6","qwen","Qwen",{"id":117,"code":26,"slug":118,"displayName":27},1000012,"grok",{"id":15,"code":33,"slug":33,"displayName":34},{"id":63,"code":38,"slug":121,"displayName":39},"gemini",{"id":69,"code":44,"slug":123,"displayName":45},"claude",{"id":17,"code":50,"slug":125,"displayName":51},"kimi",{"id":16,"code":127,"slug":128,"displayName":129},"deepseek-v4-flash-bailian","deepseek","DeepSeek V4 Flash via Bailian",[131,134,136,139,142,148],{"rank":57,"brandName":55,"brandSlug":56,"websiteUrl":132,"compositeIndex":58,"mentionRate":133},"https://github.com/features/code-review",94,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":14,"mentionRate":135},90.8,{"rank":63,"brandName":61,"brandSlug":62,"websiteUrl":137,"compositeIndex":64,"mentionRate":138},"https://www.atlassian.com/software/bitbucket/features/code-review",83.4,{"rank":69,"brandName":67,"brandSlug":68,"websiteUrl":140,"compositeIndex":70,"mentionRate":141},"https://graphite.dev/",83.6,{"rank":17,"brandName":143,"brandSlug":144,"websiteUrl":145,"compositeIndex":146,"mentionRate":147},"CodeRabbit","coderabbit","https://www.coderabbit.ai/",83.02,82.2,{"rank":16,"brandName":149,"brandSlug":150,"websiteUrl":151,"compositeIndex":146,"mentionRate":152},"Gerrit Code Review","gerrit-code-review","https://www.gerritcodereview.com/",80.4,[154,155,156,157,158,159],{"brandName":61,"brandSlug":62},{"brandName":143,"brandSlug":144},{"brandName":149,"brandSlug":150},{"brandName":55,"brandSlug":56},{"brandName":11,"brandSlug":12},{"brandName":67,"brandSlug":68},[161,186,202,216,233],{"engineConfigId":117,"engineDisplayName":27,"runDate":31,"brandCount":16,"rankings":162},[163,168,169,175,179,182],{"rank":57,"brandName":55,"brandSlug":56,"websiteUrl":132,"compositeIndex":164,"mentionRate":133,"rankScore":165,"recommendStrength":166,"firstMentionRate":167,"mentionCount":30,"totalQuestions":16,"rankPosition":57},94.45,95,96,93,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":28,"mentionRate":29,"rankScore":167,"recommendStrength":41,"firstMentionRate":47,"mentionCount":30,"totalQuestions":16,"rankPosition":15},{"rank":63,"brandName":67,"brandSlug":68,"websiteUrl":140,"compositeIndex":170,"mentionRate":171,"rankScore":172,"recommendStrength":173,"firstMentionRate":174,"mentionCount":30,"totalQuestions":16,"rankPosition":63},86.7,86,87,85,90,{"rank":69,"brandName":143,"brandSlug":144,"websiteUrl":145,"compositeIndex":176,"mentionRate":177,"rankScore":171,"recommendStrength":178,"firstMentionRate":29,"mentionCount":30,"totalQuestions":16,"rankPosition":69},85.2,84,82,{"rank":17,"brandName":61,"brandSlug":62,"websiteUrl":137,"compositeIndex":180,"mentionRate":178,"rankScore":181,"recommendStrength":47,"firstMentionRate":173,"mentionCount":30,"totalQuestions":16,"rankPosition":17},83.45,83,{"rank":16,"brandName":149,"brandSlug":150,"websiteUrl":151,"compositeIndex":183,"mentionRate":184,"rankScore":173,"recommendStrength":174,"firstMentionRate":185,"mentionCount":30,"totalQuestions":16,"rankPosition":16},80.75,78,68,{"engineConfigId":15,"engineDisplayName":34,"runDate":36,"brandCount":16,"rankings":187},[188,190,191,194,198,200],{"rank":57,"brandName":55,"brandSlug":56,"websiteUrl":132,"compositeIndex":189,"mentionRate":167,"rankScore":133,"recommendStrength":41,"firstMentionRate":29,"mentionCount":30,"totalQuestions":16,"rankPosition":57},92.9,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":35,"mentionRate":29,"rankScore":41,"recommendStrength":174,"firstMentionRate":172,"mentionCount":30,"totalQuestions":16,"rankPosition":15},{"rank":63,"brandName":149,"brandSlug":150,"websiteUrl":151,"compositeIndex":192,"mentionRate":171,"rankScore":165,"recommendStrength":167,"firstMentionRate":193,"mentionCount":30,"totalQuestions":16,"rankPosition":63},88.5,72,{"rank":69,"brandName":143,"brandSlug":144,"websiteUrl":145,"compositeIndex":195,"mentionRate":172,"rankScore":196,"recommendStrength":197,"firstMentionRate":133,"mentionCount":30,"totalQuestions":16,"rankPosition":69},87.1,89,79,{"rank":17,"brandName":67,"brandSlug":68,"websiteUrl":140,"compositeIndex":199,"mentionRate":173,"rankScore":172,"recommendStrength":178,"firstMentionRate":41,"mentionCount":30,"totalQuestions":16,"rankPosition":17},85.95,{"rank":16,"brandName":61,"brandSlug":62,"websiteUrl":137,"compositeIndex":201,"mentionRate":177,"rankScore":173,"recommendStrength":47,"firstMentionRate":173,"mentionCount":30,"totalQuestions":16,"rankPosition":16},84.95,{"engineConfigId":63,"engineDisplayName":39,"runDate":42,"brandCount":16,"rankings":203},[204,206,207,209,211,213],{"rank":57,"brandName":55,"brandSlug":56,"websiteUrl":132,"compositeIndex":205,"mentionRate":165,"rankScore":166,"recommendStrength":165,"firstMentionRate":133,"mentionCount":30,"totalQuestions":16,"rankPosition":57},95.15,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":40,"mentionRate":41,"rankScore":133,"recommendStrength":167,"firstMentionRate":174,"mentionCount":30,"totalQuestions":16,"rankPosition":15},{"rank":63,"brandName":143,"brandSlug":144,"websiteUrl":145,"compositeIndex":208,"mentionRate":174,"rankScore":29,"recommendStrength":172,"firstMentionRate":167,"mentionCount":30,"totalQuestions":16,"rankPosition":63},90.3,{"rank":69,"brandName":67,"brandSlug":68,"websiteUrl":140,"compositeIndex":210,"mentionRate":47,"rankScore":196,"recommendStrength":173,"firstMentionRate":41,"mentionCount":30,"totalQuestions":16,"rankPosition":69},88.4,{"rank":17,"brandName":61,"brandSlug":62,"websiteUrl":137,"compositeIndex":212,"mentionRate":173,"rankScore":171,"recommendStrength":47,"firstMentionRate":173,"mentionCount":30,"totalQuestions":16,"rankPosition":17},85.7,{"rank":16,"brandName":149,"brandSlug":150,"websiteUrl":151,"compositeIndex":214,"mentionRate":184,"rankScore":173,"recommendStrength":174,"firstMentionRate":215,"mentionCount":30,"totalQuestions":16,"rankPosition":16},80.95,70,{"engineConfigId":69,"engineDisplayName":45,"runDate":48,"brandCount":16,"rankings":217},[218,220,221,223,226,230],{"rank":57,"brandName":55,"brandSlug":56,"websiteUrl":132,"compositeIndex":219,"mentionRate":41,"rankScore":133,"recommendStrength":165,"firstMentionRate":167,"mentionCount":30,"totalQuestions":16,"rankPosition":57},93.05,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":46,"mentionRate":47,"rankScore":174,"recommendStrength":172,"firstMentionRate":171,"mentionCount":30,"totalQuestions":16,"rankPosition":15},{"rank":63,"brandName":61,"brandSlug":62,"websiteUrl":137,"compositeIndex":181,"mentionRate":178,"rankScore":177,"recommendStrength":171,"firstMentionRate":222,"mentionCount":30,"totalQuestions":16,"rankPosition":63},80,{"rank":69,"brandName":149,"brandSlug":150,"websiteUrl":151,"compositeIndex":224,"mentionRate":225,"rankScore":178,"recommendStrength":47,"firstMentionRate":185,"mentionCount":30,"totalQuestions":16,"rankPosition":69},78.4,75,{"rank":17,"brandName":67,"brandSlug":68,"websiteUrl":140,"compositeIndex":227,"mentionRate":228,"rankScore":184,"recommendStrength":229,"firstMentionRate":178,"mentionCount":30,"totalQuestions":16,"rankPosition":17},76.7,76,74,{"rank":16,"brandName":143,"brandSlug":144,"websiteUrl":145,"compositeIndex":231,"mentionRate":232,"rankScore":229,"recommendStrength":193,"firstMentionRate":228,"mentionCount":30,"totalQuestions":16,"rankPosition":16},72.6,71,{"engineConfigId":17,"engineDisplayName":51,"runDate":18,"brandCount":16,"rankings":234},[235,237,238,240,242,244],{"rank":57,"brandName":55,"brandSlug":56,"websiteUrl":132,"compositeIndex":236,"mentionRate":166,"rankScore":165,"recommendStrength":165,"firstMentionRate":133,"mentionCount":30,"totalQuestions":16,"rankPosition":57},95.1,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":52,"mentionRate":41,"rankScore":133,"recommendStrength":167,"firstMentionRate":47,"mentionCount":30,"totalQuestions":16,"rankPosition":15},{"rank":63,"brandName":149,"brandSlug":150,"websiteUrl":151,"compositeIndex":239,"mentionRate":173,"rankScore":41,"recommendStrength":174,"firstMentionRate":193,"mentionCount":30,"totalQuestions":16,"rankPosition":63},86.5,{"rank":69,"brandName":61,"brandSlug":62,"websiteUrl":137,"compositeIndex":241,"mentionRate":177,"rankScore":177,"recommendStrength":47,"firstMentionRate":181,"mentionCount":30,"totalQuestions":16,"rankPosition":69},84.3,{"rank":17,"brandName":67,"brandSlug":68,"websiteUrl":140,"compositeIndex":243,"mentionRate":181,"rankScore":178,"recommendStrength":222,"firstMentionRate":174,"mentionCount":30,"totalQuestions":16,"rankPosition":17},83.2,{"rank":16,"brandName":143,"brandSlug":144,"websiteUrl":145,"compositeIndex":245,"mentionRate":197,"rankScore":184,"recommendStrength":184,"firstMentionRate":172,"mentionCount":30,"totalQuestions":16,"rankPosition":16},79.9,{"rankingTakeaways":247,"selectedRankingDescription":20},[]]