小红书聚光日耗从300到3000，我是分几步加的
聚光投放该不该加预算，别按”花得快就加、花得慢就停”拍脑袋决定。我的标准很直接：先看账户在测试期还是放量期，再看5个信号——单计划转化稳定、搜索词出现成交词、视频流完播率达标、人群包没跑干、后端ROI为正。稳了至少3个再加，一次别翻倍，按20%到30%小步提。盲目加倍是大忌，下面把每个信号拆开讲。
聚光投放先分清：你…
小红书聚光日耗从300到3000，我是分几步加的 Read More »
What Your Favorite Type of Joke Says About Your Personality
Your personality does shape your sense of humor, but not in the simple “funny versus not funny” way people assume. Research shows that humor is not a single tra…
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Why Some People Are Overwhelmed by Noise, Crowds and Bright Lights
Being a highly sensitive person is not the same thing as being introverted, and it is not the same thing as being neurotic, but it overlaps with both. The trait…
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聚光投放成本降不下来，可能是素材形态选错了
如果你问的是”小红书聚光投放到底该用图文笔记还是视频笔记”，我的答案很直接：别二选一，按投放位置分。图文笔记做搜索卡位和低成本铺量，视频笔记做信息流和视频流的深度种草，两套素材各跑三到五天，看数据决定配比。真正让成本失控的，不是你选了图文还是视频，而是拿一套素材去通投所有位置——素材形态和投放场域不匹配，点击率会白白折…
聚光投放成本降不下来，可能是素材形态选错了 Read More »
Are You a Visual Learner? Why Personality Science Is Skeptical
Your personality does shape how you learn, but not in the way most people assume. The Big Five traits — Openness, Conscientiousness, Extraversion, Agreeableness…
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薯条推广有用吗？什么时候该停掉薯条换聚光
小红书付费推广到底该用薯条、聚光还是蒲公英？直接给结论：这三个不是三选一，而是三件事。薯条买的是”这一篇笔记的曝光”，聚光买的是”精准人群的点击和线索”，蒲公英买的是”达人帮你把内容生产出来”。判断顺序也简单——手里还没有能跑的笔记，先用蒲公英铺内容；有笔记但不知道哪条值得投，用薯条小额测；测出明显跑在前面的笔记，再交…
薯条推广有用吗？什么时候该停掉薯条换聚光 Read More »
Can You Change Your Personality Traits? The Evidence on Conscientiousness
Conscientiousness is the Big Five personality trait that covers self-discipline, orderliness, follow-through, and long-term planning — and it is the one trait t…
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投广告前没算清这6点，基本等于给平台送钱
不是所有生意都适合投广告。判断能不能投，看六条硬指标：毛利率能不能撑住获客成本、用户会不会主动搜你的品类、客单价和决策周期是否匹配、有没有复购、交付半径够不够、有没有内容和人接住流量。这六条里只要有四条以上不成立，钱大概率是给平台送的，换素材、换代投公司都救不回来。我是豹子，做广告代投这行第 7 年，这两年接到的咨询里…
投广告前没算清这6点，基本等于给平台送钱 Read More »
Big Five vs MBTI for Relationships: Which Personality Test Actually Predicts Anything?
Opposites rarely attract, and matching personalities matters far less than most compatibility charts claim. That is the honest answer from decades of relationsh…
Big Five vs MBTI for Relationships: Which Personality Test Actually Predicts Anything? Read More »
2026年广告投放：为什么说留资成本是个骗人的指标
线索不少、成交很少，多数情况不是销售不努力，而是你把广告的优化目标选浅了。平台只按”留资”这个动作帮你找人，而你从来没告诉它谁真正付了钱，它自然一直给你找”愿意留电话”而不是”会付款”的人。改法很明确：把后端的真实成交结果回传给平台，让算法按成交目标重新学一遍人群。
我是豹子，做广告代投这行第 7 年，近两年花在后端…
2026年广告投放：为什么说留资成本是个骗人的指标 Read More »
A 2026 Communications Psychology Study Tracked 166,971 Adults — Here’s What It Found About Personality
Does Personality Really Change With Age? What 2026 Research Says About the Big Five Over a Lifetime
Yes, personality really does change with age, and recen…