Click the account breakdown icon on a creator page to start analysis using already-collected dataConfirm the sample posts included in the analysis; the selection can be adjusted manually
首次分析会比较久，大概 10-20 分钟。可以在账号页看见进度面板，到哪个步骤在做什么事。
While analysis is running, the progress panel shows the current step (transcript extraction, topic clustering, etc.)
分析完成后会，报告在 AI 工作台
Once analysis finishes, the report appears in the account research list on the AI workbench
拆解五个维度
1. 定位与人群
记录账号自我介绍、主要受众、典型场景和提供的核心价值。不要只抄简介，要看作品是否持续兑现这一定位。
The report opens with a one-line summary of the account's positioning and core audience
2. 选题结构
把代表作品按问题、场景、人群或栏目分组，观察哪些方向反复出现、哪些方向只有偶然一次高互动。
The topic map groups representative posts by direction and tags each with a performance level
3. 标题与开头
统计常见标题句式、利益点、冲突点、数字和人群限定；
The title system section summarizes common headline patterns and reusable new title examples
4. 内容与视觉
对比图文页数、视频时长、信息密度、口播方式、封面文字和画面结构，判断哪些方法对制作资源要求较高。
The visual system section breaks down cover composition, text hierarchy, and color patterns
5. 可参考扩散的选题
根据账号的选题类型和标题风格，进行选题扩展。
The voice system section summarizes the account's tone, sentence patterns, and interactive phrasingA list of ready-to-write topics with source samples and the expected output format
如果对本轮选题不满意，还可以换一轮。
Click 'Refresh topics' to regenerate a new batch of writable topics
