小红书代运营
Personality tests vary widely in scientific accuracy. The Big Five model (also called the Five Factor Model or OCEAN model) has the strongest research backing, …
The Problem With Personality Tests: Where They Succeed and Fall Short Read More »
What Is the Big Five Model, and Why Does It Outperform MBTI Labels?
The Big Five (often called OCEAN) is a personality framework that measures five continuous d…
Are You a High Openness or High Conscientiousness Thinker? The Big Five Explains Read More »
小红书聚光投放还值得做吗：先把结论说清楚
值得做，但玩法变了。聚光平台（小红书官方的效果广告投放后台，包含搜索竞价、信息流展示、笔记加热等投放方式）近两年把流量权重明显向内容质量倾斜，同一笔预算，优质内容带来的成本优势会非常明显。对中小商家来说，真正的问题不是”要不要投聚光”，而是”怎么把预算花在内容上，而不是浪费在无…
ROI算不清的老问题，广告投放效果到底怎么衡量 Read More »
The difference between introverts and extroverts is not about shyness, sociability, or how loud you are at parties. In personality psychology, extraversion is o…
16 Personalities vs Big Five: Which Better Measures Introversion and Extraversion? Read More »
聚光搜索广告和信息流广告的核心区别在于流量来源不同：搜索广告是用户主动搜关键词时触发的广告，信息流广告是用户刷笔记时系统推荐插队的广告。搜索广告意图强、转化高但量小，信息流广告覆盖广、起量快但精度低。据小红书官方披露，2025年平台日均搜索量已达7亿次，搜索广告权重在2026年提升至35%以上。很多商家只投信息流不投搜…
新账户先投搜索还是信息流？聚光投放顺序 Read More »
Your MBTI type is a mirror, not a verdict
If you have ever typed yourself as INTJ and felt quietly proud, or tested as ESFP and sensed the room go quiet, you al…
The Problem With Personality Labels: When Types Become Identity Traps Read More »
后台ROAS 1.9，真实ROI只有0.7：广告的”漂亮数据”是怎么骗过你的
先给结论：后台ROAS（广告支出回报率，指广告带来的销售额与广告花费的比值）是即时口径，只回答”这笔广告费换回多少成交”；真实ROI（投资回报率，把首单利润、复购周期、扣点和退货都算进去）是周期口径。宠物营养品类目里，后台ROAS 1.9、一…
预算不高想投巨量？本地推这类低门槛产品值得考虑 Read More »
MBTI cognitive functions are eight mental processes — Ni, Ne, Si, Se, Ti, Te, Fi, and Fe — that Swiss psychiatrist Carl Jung first proposed in his 1921 book “Ps…
MBTI Cognitive Functions: A Beginner-Friendly Guide to the 8 Mental Processes Read More »
聚光投放人群定向的核心就一句话：分层搭建，逐步收窄。具体做法是三层递进——基础属性过滤不相关的人，兴趣行为圈定潜在需求用户，DMP人群包锁定高意向客户。很多商家走两个极端：要么全域通投，预算全烧在泛流量上；要么标签叠了七八层，曝光都跑不出来。我是豹子，做广告代投这些年，帮不少商家排查过定向搭建的问题，今天聊聊实操思路。…
小红书聚光投放，最大的预算黑洞不是出价，是素材
先把反常识的结论放在最前面：我经手的一条素材，第一天CTR能做到3.5%，第14天只剩1.2%，这个曲线在聚光投放里反复出现，问题不在出价，而在”素材新鲜度衰减”。素材新鲜度衰减指同一条素材反复曝光后，点击率随投放天数持续下滑的现象。CTR（点击率）是广告被展示后用户实际…
投小红书还是投抖音，广告主按这个标准选平台 Read More »
What Your MBTI Label Actually Tells You
The short answer: an MBTI-style label describes the preferences you reported on the day you took the test, not a permane…
MBTI Compatibility Myths: Why Same-Type Couples Aren’t Guaranteed Matches Read More »