REPOGEO 报告 · LITE
baturyilmaz/wordpecker-app
默认分支 main · commit 478b8b2d · 扫描时间 2026/5/15 14:08:46
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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 baturyilmaz/wordpecker-app 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
3 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。
- hightopics#1Add relevant topics to the repository
原因:
复制粘贴的修复language-learning, vocabulary, education, ai, llm, duolingo-alternative, spaced-repetition, web-app, mobile-app
- highreadme#2Clarify project purpose and active development status in README intro
原因:
当前**Every word has a story.** A personalized language-learning app that brings the magic of Duolingo-style lessons to your own curated vocabulary lists and contexts.
复制粘贴的修复**WordPecker App: Your Personalized AI Language Learning Companion** WordPecker is an actively developed, personalized language-learning app that combines Duolingo-style lessons with your own curated vocabulary lists. Seamlessly add words from books, articles, or videos, and revisit them through interactive quizzes and LLM-generated lessons. We are currently seeking mobile app testers!
- mediumabout#3Enhance repository description with AI/LLM keywords
原因:
当前A personalized language-learning tool that combines Duolingo-style lessons with your own curated vocabulary lists. Seamlessly add words from books, articles, or videos, and revisit them through interactive quizzes and LLM-generated lessons.
复制粘贴的修复WordPecker is a personalized AI language-learning tool that combines Duolingo-style lessons with your own curated vocabulary lists. Seamlessly add words from books, articles, or videos, and revisit them through interactive quizzes and LLM-generated lessons.
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。
- facebook/react-native · 被推荐 1 次
- expo/expo · 被推荐 1 次
- flutter/flutter · 被推荐 1 次
- Firebase · 被推荐 1 次
- SwiftUI · 被推荐 1 次
- 品类问题How can I build a personalized language learning app using my own vocabulary lists?你:未被推荐AI 推荐顺序:
- React Native (facebook/react-native)
- Expo (expo/expo)
- Flutter (flutter/flutter)
- Firebase
- SwiftUI
- Kotlin Multiplatform Mobile
- Django (django/django)
- Flask (pallets/flask)
- React (facebook/react)
- Vue.js (vuejs/core)
- Capacitor (ionic-team/capacitor)
- Cordova (apache/cordova)
- Anki (ankitects/anki)
AI 推荐了 13 个替代方案,却始终没点名 baturyilmaz/wordpecker-app。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What tools help create interactive language lessons from custom vocabulary with AI-generated exercises?你:未被推荐AI 推荐顺序:
- Quizlet Plus
- Memrise
- Anki
- ChatGPT/GPT-4
- Lingvist
- Duolingo for Schools
AI 推荐了 6 个替代方案,却始终没点名 baturyilmaz/wordpecker-app。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 completenesswarn
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 baturyilmaz/wordpecker-app?passAI 明确点名了 baturyilmaz/wordpecker-app
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 baturyilmaz/wordpecker-app in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 baturyilmaz/wordpecker-app
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 baturyilmaz/wordpecker-app solve, and who is the primary audience?passAI 明确点名了 baturyilmaz/wordpecker-app
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 baturyilmaz/wordpecker-app 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/baturyilmaz/wordpecker-app)<a href="https://repogeo.com/zh/r/baturyilmaz/wordpecker-app"><img src="https://repogeo.com/badge/baturyilmaz/wordpecker-app.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
baturyilmaz/wordpecker-app — 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