Learn AI Growth by Building Real Projects.Learn AI Growth by Building Real Projects.Not a course. A project experiment.Not a course. A project experiment.
Real Projects. Real Traffic. Real AI Workflows.Real Projects. Real Traffic. Real AI Workflows.
实验室只做一件事：把 GEO、内容系统和社群增长放进真实项目里跑结果。Inside the lab, we put GEO, content systems and community growth into live projects and run them to results.
参与者从学习开始，但不会停留在学习。每一步都要把结果放回真实项目里验证。Participants start by learning, but they do not stay there. Every step returns to a real project for validation.
01
LearnLearn
先理解 GEO、内容和增长实验的基本框架。Start with the basic framework for GEO, content and growth experiments.
02
ChooseChoose
挑选一个真实项目加入协作。Choose a real project to join.
03
ResearchResearch
把问题、用户和搜索信号整理出来。Turn questions, users and search signals into research.
04
BuildBuild
把研究变成页面、内容和工作流。Turn research into pages, content and workflows.
05
ShipShip
把结果投放到真实流量环境。Put the result into live traffic.
06
MeasureMeasure
看内容、表单、线索和转化数据。Measure content, forms, leads and conversion data.
07
ReviewReview
复盘后把结论沉淀成下一轮方法。Review and turn the conclusion into the next method.
Projects
Work inside live labsWork inside live labs
加入增长营的人，不是去“看项目”，而是直接进入项目协作。People in the camp do not watch projects. They work inside them.
Local Sports Growth Lab
SoccerRangersSoccerRangers
Local acquisition, Xiaohongshu, football camp recruitment, parent community, GEO and event conversion.Local acquisition, Xiaohongshu, football camp recruitment, parent community, GEO and event conversion.
Local GEOXiaohongshuParentsEventsCRM
International Education Growth Lab
TFS PathwayTFS Pathway
ID Camp acquisition, student-athlete content, webinar acquisition and long-cycle education conversion.ID Camp acquisition, student-athlete content, webinar acquisition and long-cycle education conversion.
ID CampWebinarsAuthorityPathwayLeads
Family Community & Technology Education Platform
PFP — PlayField ProjectPFP — PlayField Project
Birthday experiences, camping, family sports days, family AI, technology education and community-led growth.Birthday experiences, camping, family sports days, family AI, technology education and community-led growth.
FamilyTechnologyEducationCommunityAI
Education Framework & Knowledge Growth Lab
FormativeFormative
Education knowledge brands, thought leadership, future skills, AI-era education, knowledge GEO and content authority.Education knowledge brands, thought leadership, future skills, AI-era education, knowledge GEO and content authority.
Growth Camp → Internship → Project Lead → Brand LeadGrowth Camp → Internship → Project Lead → Brand Lead
我们更看重输出和成长路径，而不是 title。We care more about output and growth path than title.
01
AI Growth InternAI Growth Intern
Research, content, distribution and review.Research, content, distribution and review.
02
GEO Research InternGEO Research Intern
Search behavior, AI discovery, competitors and structure.Search behavior, AI discovery, competitors and structure.
03
Sports Content InternSports Content Intern
Capture, edit and distribute sports project stories.Capture, edit and distribute sports project stories.
04
Community Growth InternCommunity Growth Intern
Events, families, communities and relationship loops.Events, families, communities and relationship loops.
05
AI BuilderAI Builder
Automate workflows, build agents and ship systems.Automate workflows, build agents and ship systems.
Apply
申请不是表格，是第一轮协作Application is the first round of collaboration
告诉我们你能做什么、关心什么、想参与哪类项目。我们看重输出，不看头衔。Tell us what you can do, what you care about and what kind of projects you want to work on. We care about output, not titles.
