[{"data":1,"prerenderedAt":169},["ShallowReactive",2],{"use-case:xiaohongshu-account-growth-diagnosis:en":3,"related-use-cases:xiaohongshu-account-growth-diagnosis:social-research:en":134},{"id":4,"title":5,"authorized":6,"body":7,"capabilities":14,"category":15,"contentStructure":16,"context":17,"conversation":18,"dataStory":19,"description":79,"evidence":80,"extension":93,"goal":94,"limitations":95,"locale":100,"meta":101,"navigation":6,"path":102,"performedAt":85,"platforms":103,"prompt":105,"published":6,"redacted":6,"relatedArticles":106,"relatedCases":107,"results":108,"screenshots":113,"seo":114,"slug":115,"sourceType":116,"stem":117,"steps":118,"tools":131,"translationKey":115,"updated":85,"__hash__":133},"useCases\u002Fuse-cases\u002Fxiaohongshu-account-growth-diagnosis\u002Fen.md","Diagnose why a Xiaohongshu account is underperforming and define its direction",true,{"type":8,"value":9,"toc":10},"minimark",[],{"title":11,"searchDepth":12,"depth":12,"links":13},"",2,[],[],"social-research",null,"A Xiaohongshu creator currently needs to decide which content direction to continue. The immediate need is an evidence-based read of the public profile and recent notes, with native counters kept separate from unavailable exposure data.",[],{"userQuestion":20,"problemToSolve":21,"answer":22,"publicDisclosure":23,"targetTitle":24,"metrics":25,"comparison":42,"decisionShift":58,"reusableSteps":68,"nextActions":74},"Why is my Xiaohongshu account underperforming, and what should I publish next?","Read the current public profile and 12 notes against the account's own strongest signal, not an industry average.","The retrieval returned 12 notes and 288 followers. The strongest note was the Codex + Figma workflow post: 498 likes and 518 collects. view_count is unavailable and is not zero exposure.","The user authorized publication of native account counters, note metrics and the research conclusion. Account name, profile and personal details remain redacted.","配置了一下 Codex + Figma 效果奇佳",[26,30,34,38],{"label":27,"value":28,"note":29},"Public notes","12","has_more=false",{"label":31,"value":32,"note":33},"Followers","288","Profile snapshot",{"label":35,"value":36,"note":37},"Highest likes","498","Codex + Figma",{"label":39,"value":40,"note":41},"Highest collects","518","Same note",{"title":43,"description":44,"unit":45,"targetLabel":46,"targetValue":47,"items":48},"Native counters on the highest-interaction note","Bars start at zero. These are different metrics on one top note, not a 12-note average and not exposure.","count","Collects",518,[49,52,55],{"label":50,"value":51},"Likes",498,{"label":53,"value":54},"Comments",48,{"label":56,"value":57},"Shares",57,[59,62,65],{"label":60,"body":61},"Initial concern","The whole account is weak, so the positioning may need a reset.",{"label":63,"body":64},"What the data showed","The strongest signal is an AI-tool workflow note, with collects above likes. Exposure is unavailable.",{"label":66,"body":67},"Revised judgment","Retest this workflow format first. A 12-note snapshot is not a platform growth diagnosis.",[69,70,71,72,73],"Use the current public profile; do not mix older sample scopes.","Separate account counters from note-level metrics.","Treat missing exposure as unknown.","Describe topic differences without claiming cause.","Validate only the strongest current signal next.",[75,76,77,78],"Continue AI-tool workflow notes before changing positioning.","Check whether collects-over-likes repeats.","Do not read view_count=0 as zero exposure.","Rerun both scopes before comparing with older samples.","A Social Signal Retrieval snapshot of 12 public Xiaohongshu notes, using native account counters and note-level metrics to identify the account's strongest recent topic and format signals.",[81,86,89],{"title":82,"body":83,"source":84,"capturedAt":85},"Profile counters from the current retrieval","The SignalDig Social MCP returned 288 followers, 502 following, 12 public notes, 1,391 received likes, 1,063 received collects and 2,454 interactions; verified was false. These are native profile counters captured on 2026-08-31.","SignalDig MCP: get_xiaohongshu_user_posts","2026-08-31",{"title":87,"body":88,"source":84,"capturedAt":85},"Current note coverage","The supplied profile URL returned 12 notes, with has_more=false. The returned publication dates span 2026-02-13 to 2026-08-05. This is the complete response for this retrieval, not a claim about every historical note.",{"title":90,"body":91,"source":92,"capturedAt":85},"Highest-interaction returned note","The note “配置了一下 Codex + Figma 效果奇佳” returned 498 likes, 518 collects, 48 comments and 57 shares. The source URL is redacted as https:\u002F\u002Fwww.xiaohongshu.com\u002Fexplore\u002F{note-id}.","Xiaohongshu native counters via SignalDig MCP","md","Use the current public account snapshot to identify the strongest content signals and define the next positioning and publishing tests.",[96,97,98,99],"The response contained 12 public notes, not the previously recorded 39\u002F285-note sample; this snapshot should not be compared directly with that older run without rerunning both scopes.","Engagement data is a snapshot and platform-side metrics keep changing.","The account is authorized by the user, but all observations remain single-account and query-scope limited; they are not platform-wide benchmarks.","The account name and profile were redacted as {your account} in the original report.","en",{},"\u002Fuse-cases\u002Fxiaohongshu-account-growth-diagnosis\u002Fen",[104],"Xiaohongshu","@skill:Social Signal Retrieval https:\u002F\u002Fwww.xiaohongshu.com\u002Fuser\u002Fprofile\u002Fxxx. Analyze my own Xiaohongshu account: why is it performing so poorly? What should my follow-up direction and positioning be?",[],[],[109,110,111,112],"The current retrieval returned 12 notes and the profile reported 288 followers versus 502 following; this is an account snapshot, not a conversion-rate measurement.","The highest native interaction in the returned sample was the Codex + Figma workflow note: 498 likes, 518 collects, 48 comments and 57 shares.","The returned sample contains practical AI-tool tutorials and workflow notes alongside personal\u002Flifestyle posts; the sample supports describing topic differences, but not attributing performance causally.","Native view_count was 0 in the returned note objects and is treated as unavailable, not as zero views.",[],{"title":5,"description":79},"xiaohongshu-account-growth-diagnosis","authorized-user","use-cases\u002Fxiaohongshu-account-growth-diagnosis\u002Fen",[119,122,125,128],{"title":120,"body":121},"Retrieve the current public profile and notes","Called get_xiaohongshu_user_posts with the supplied profile share URL on 2026-08-31. The response returned 12 public notes, from 2026-02-13 through 2026-08-05, and has_more=false.",{"title":123,"body":124},"Profile the account fundamentals","The profile returned 288 followers, 502 following, 12 public notes, 1,391 received likes, 1,063 received collects, 2,454 total interactions, and verified=false. The public description identifies the account as an independent新能源 product manager focused on AI tools; location is retained only as a coarse region in the raw result.",{"title":126,"body":127},"Diagnose the failure patterns","Across the returned 12 notes, the strongest visible note was “配置了一下 Codex + Figma 效果奇佳” with 498 likes, 518 collects, 48 comments and 57 shares. Several practical AI\u002Fproduct notes had materially lower native interactions; view_count is unavailable as an exposure measure.",{"title":129,"body":130},"Extract replicable viral patterns and define direction","Grouped the current notes by observable topic and format: AI-tool workflow experience, practical product\u002Ftutorial recommendations, and personal\u002Flifestyle posts. This is a current-sample description, not a platform-wide growth diagnosis.",[132],"$research-social-signals","Ukjtx8qaLZeFqvfASuVZuFtpoiTpVIxO5P8EOga81qU",[135,139,143,144,148,154,159,164],{"slug":136,"category":15,"title":137,"description":138,"performedAt":85},"grok-for-excel-seo-signal","Assess Grok's opportunity after OpenAI limits Cursor model access","A current X research snapshot examining how OpenAI's Cursor access change may affect Grok's position in coding tools, with native post metrics and explicit coverage limits.",{"slug":140,"category":15,"title":141,"description":142,"performedAt":85},"wechat-seo-keyword-conflict-article-analysis","Measure how the latest WeChat official-account article is performing","A Social Signal Retrieval run that resolved the WeChat official account (account id and nickname redacted) behind an article, retrieved its latest 10 articles, and benchmarked the target article against the account baseline.",{"slug":115,"category":15,"title":5,"description":79,"performedAt":85},{"slug":145,"category":15,"title":146,"description":147,"performedAt":85},"zhihu-ai-replacing-programmers-search","Search Zhihu for discussions about programmers being replaced by AI","A current Zhihu search for discussions about programmers being replaced by AI, retaining the 20-result retrieval boundary and 18 accepted results without claiming exhaustive coverage.",{"slug":149,"category":150,"title":151,"description":152,"performedAt":153},"chatgpt-403-error-keyword-research","seo-research","Decide whether the \"ChatGPT 403 Forbidden\" error keyword cluster is worth targeting","A keyword demand-signal analysis of the \"ChatGPT 403\" error family that filtered for 50–500 monthly searches and difficulty under 30, then shaped the results into a two-article troubleshooting cluster instead of standalone pages.","2026-08-20",{"slug":155,"category":15,"title":156,"description":157,"performedAt":158},"deepseek-hardness-x-discussions","Find popular X discussions on DeepSeek Harness","A Social Signal Retrieval run that aggregated X, Xiaohongshu and Zhihu signals around the newly released DeepSeek Harness, and turned them into a priority-ranked posting plan with risk boundaries.","2026-08-14",{"slug":160,"category":15,"title":161,"description":162,"performedAt":163},"linkedin-post-engagement-analysis","Analyze 95 LinkedIn posts for a content-strategy shift and replicable engagement patterns","A Social Signal Retrieval run that paginated through all 95 returnable posts of a LinkedIn account, compared early and recent content, and extracted replicable patterns without making readership promises.","2026-08-12",{"slug":165,"category":150,"title":166,"description":167,"performedAt":168},"seo-keyword-opportunity-demand-research","Research real keyword-opportunity needs with Reddit and X signals","A cross-platform social-signal study that combined public Reddit and X discussions into an evidence matrix, identifying the decision confidence, risk checks, and demand context people need from a keyword-opportunity product.","2026-08-07",1788262612934]