REPOGEO 报告 · LITE
elanmart/cbp-translate
默认分支 main · commit 4fb02f43 · 扫描时间 2026/5/15 04:48:11
星标 1,276 · Fork 52
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 elanmart/cbp-translate 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
2 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highabout#1Add a concise 'About' description for the repository
原因:
复制粘贴的修复A proof-of-concept system to automatically transcribe, translate, and subtitle foreign language speech in video clips, inspired by Cyberpunk 2077's live translation feature.
- highreadme#2Reposition README's H1 and opening paragraph to state core purpose
原因:
当前# 1. Introduction # 1.1 The main idea I finally got around to playing Cyberpunk 2077 the other day, and I noticed that the game has one interesting feature: when a character speaks a foreign language, the text first appears above them in the original form, and then gets sort of live-translated into English.
复制粘贴的修复# Cyberpunk 2077-inspired Live Video Speech Translation PoC This project is a proof-of-concept system for automatically transcribing, translating, and generating dynamic subtitles for foreign language speech in video clips. Inspired by Cyberpunk 2077's live translation feature, it processes multi-speaker dialogue, translates it, and overlays subtitles mimicking the game's style.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- Happy Scribe · 被推荐 2 次
- Trint · 被推荐 2 次
- Google Cloud Video AI · 被推荐 1 次
- Google Cloud Translation API · 被推荐 1 次
- AWS MediaConvert · 被推荐 1 次
- 品类问题How to automatically translate foreign language speech in video clips with live subtitles?你:未被推荐AI 推荐顺序:
- Google Cloud Video AI
- Google Cloud Translation API
- AWS MediaConvert
- Amazon Transcribe
- Amazon Translate
- AWS Elemental MediaConvert
- Azure Video Indexer
- Azure Translator
- DeepL Pro
- Happy Scribe
- Trint
- Rev.ai
- Veed.io
- CapCut
- Adobe Premiere Pro
- Transcriptive
- Simon Says
- Google Translate
- DeepL
AI 推荐了 19 个替代方案,却始终没点名 elanmart/cbp-translate。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Tool to transcribe and translate multi-speaker video dialogue into dynamic subtitles?你:未被推荐AI 推荐顺序:
- Happy Scribe
- Trint
- Descript
- Rev.com
- Amara
- Google Cloud Speech-to-Text API
- Google Translate API
AI 推荐了 7 个替代方案,却始终没点名 elanmart/cbp-translate。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenessfail
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of elanmart/cbp-translate?passAI 明确点名了 elanmart/cbp-translate
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts elanmart/cbp-translate in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 elanmart/cbp-translate
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo elanmart/cbp-translate solve, and who is the primary audience?passAI 明确点名了 elanmart/cbp-translate
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 elanmart/cbp-translate 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/elanmart/cbp-translate)<a href="https://repogeo.com/zh/r/elanmart/cbp-translate"><img src="https://repogeo.com/badge/elanmart/cbp-translate.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
elanmart/cbp-translate — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3