做投放这些年踩过的坑：数据不会骗人，但归因方式会
流量越来越贵，中小企业的”三体困境”如何破
做过投放的人都懂一个扎心的循环：预算越少越买不到好流量，买不到好流量ROI就越低，ROI低了老板更不敢批预算。这个恶性循环背后，是三个难题在同时发力——流量贵、数据散、AI不会用。
获客成本持续攀升，跨平台数据各自为政，AI工具层出不穷但真正能用好的团队屈指可数。行业调研显示…
做投放这些年踩过的坑：数据不会骗人，但归因方式会 Read More »
知识中心
Can You Become More Conscientious? What Science Says About Changing Personality Traits
Of the five major dimensions of personality that psychologists have spent decades mapping, one stands out for its ability to predict real-world outcomes with re…
Can You Become More Conscientious? What Science Says About Changing Personality Traits Read More »
Big Five Traits and Their Role in Mental Well-Being
You Took the MBTI and Got a Different Result. Here’s Why That’s Actually Good News.
You remember the first time you took the Myers-Briggs Type Indicator. You la…
Big Five Traits and Their Role in Mental Well-Being Read More »
广告投放预算怎么分配才合理？各平台策略对比
当AI开始定义品牌价值，你的投放策略还停留在竞价时代？
投放预算花了不少，但小红书上的搜索排名始终上不去？同样做聚光广告，为什么竞品能用更低的成本拿到更高的转化？当大多数消费者决策前会先在AI搜索里”问问看”，你的品牌是否出现在AI推荐的第一屏，正在成为比出价更关键的因素。
最近和几个做投放的朋友在微信上聊到这个话题，…
广告投放预算怎么分配才合理？各平台策略对比 Read More »
How Personality Traits Influence Leadership Styles
The Real Cost of the 45-Minute Personality Test
Most hiring processes still rely on lengthy personality assessments that take 45 minutes or more to complete. Re…
How Personality Traits Influence Leadership Styles Read More »
聚光搜索词包冷启动获量实测：智能扩量效果对比
小红书聚光搜索词包自动扩量功能实测：冷启动获量到底能快多少
做聚光投放的人应该都有这个感受：信息流广告跑起来相对容易，但搜索广告冷启动特别磨人。你填了一堆词，跑了两三天，消耗几乎为零，计划状态一直显示”学习期”。这种情况在2026年小红书搜索流量占比已经超过65%的背景下，等于白白错过了一块精准流量。
聚光平台前阵…
聚光搜索词包冷启动获量实测：智能扩量效果对比 Read More »
广告投放行业变化太快？小红书聚光帮你稳住获客基本盘
当百度不再是必选项
百度搜索广告收入持续下滑，不是某个季度的偶然波动，而是用户行为迁移的必然结果。过去品牌做线上推广，第一反应是开百度户、买关键词。但现在消费决策路径已经变了——Z世代在抖音搜索产品评测、在小红书搜真实使用体验、通过微信看朋友分享的购买链接、甚至直接向AI提问”哪个洗面奶适合油皮”。搜索行为从”关键词匹…
广告投放行业变化太快？小红书聚光帮你稳住获客基本盘 Read More »
The Barnum Effect: Why Most Personality Type Descriptions Feel Accurate
Walk into any office, scroll through social media, or sit through a college orientation, and you will encounter them: the four-letter codes. INTJ. ENFP. ISTJ. T…
The Barnum Effect: Why Most Personality Type Descriptions Feel Accurate Read More »
Debunking Common Myths About Personality Tests and Their Accuracy
The Personality Test You Never Signed Up For
Imagine this: an AI system has been analyzing your personality for months. It knows whether you’re open to new expe…
Debunking Common Myths About Personality Tests and Their Accuracy Read More »
Personality and Resilience: Why Some Traits Handle Stress Better
The Personality-Assessment Trust Gap Nobody’s Talking About
Imagine submitting a job application and never having a human read it. An algorithm — trained on dat…
Personality and Resilience: Why Some Traits Handle Stress Better Read More »
广告落地页需要放几个CTA按钮？多不一定好，投手告诉你答案
广告投了钱进来了人，落地页没接住——这个问题比你想的普遍
最近帮几个商家看投放数据，发现一个规律：点击率不差的广告，转化率普遍很低。一个做家政服务的老板，抖音本地推花了六千多块，点击了两千多次，最终只拿到了8个有效电话。他问我投放是不是有问题，我看了他后台的数据，再点进去看他落地页，问题根本不在投放上。
落地页打开…
广告落地页需要放几个CTA按钮？多不一定好，投手告诉你答案 Read More »