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Astrosp/Awesome-OSINT-For-Everything
默认分支 main · commit 4686a120 · 扫描时间 2026/5/13 15:17:46
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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 Astrosp/Awesome-OSINT-For-Everything 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。
- highreadme#1Explicitly state the repo's 'Awesome List' nature in the README's opening
原因:
当前<p align="center">A list of osint tools/websites for pentration testing, Reverse Searching, Red team Oprations, information gathering, bugbounty and almost cover everything in single file.</p>
复制粘贴的修复<p align="center">This is a comprehensive, curated 'Awesome List' of OSINT tools and websites for penetration testing, reverse searching, red team operations, information gathering, bug bounty, and almost every aspect of open-source intelligence.</p>
- mediumtopics#2Add 'awesome-list' and 'curated-list' to the repository topics
原因:
当前blue-team, bugbounty, information-gathering, osint, osint-tools, osinttool, recon, reconnaissance, red-team, security-tools, web
复制粘贴的修复awesome-list, curated-list, blue-team, bugbounty, information-gathering, osint, osint-tools, osinttool, recon, reconnaissance, red-team, security-tools, web
- mediumreadme#3Highlight the repository's unique breadth and granularity in the README
原因:
复制粘贴的修复Add this sentence immediately after the opening paragraph: "Its strength lies in its exceptionally broad and granular categorization, covering a vast array of specific target types and data sources, from social media and messaging apps to IoT, cryptocurrency, and malware."
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。
- Maltego · 被推荐 2 次
- OSINT Framework · 被推荐 2 次
- Shodan · 被推荐 2 次
- theHarvester · 被推荐 1 次
- Recon-ng · 被推荐 1 次
- 品类问题What are the best open-source intelligence tools for cybersecurity investigations and reconnaissance?你:未被推荐AI 推荐顺序:
- Maltego
- theHarvester
- OSINT Framework
- Shodan
- Recon-ng
- SpiderFoot
- Amass
AI 推荐了 7 个替代方案,却始终没点名 Astrosp/Awesome-OSINT-For-Everything。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Seeking comprehensive information gathering tools for penetration testing and red team operations.你:未被推荐AI 推荐顺序:
- Maltego
- Shodan
- OSINT Framework
- theHarvester (laramies/theHarvester)
- Recon-ng (lanmaster53/recon-ng)
- SpiderFoot (smicallef/spiderfoot)
- Amass (owasp-amass/amass)
AI 推荐了 7 个替代方案,却始终没点名 Astrosp/Awesome-OSINT-For-Everything。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 completenesspass
- 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 Astrosp/Awesome-OSINT-For-Everything?passAI 未点名 Astrosp/Awesome-OSINT-For-Everything —— 很可能在说另一个项目
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 Astrosp/Awesome-OSINT-For-Everything in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 Astrosp/Awesome-OSINT-For-Everything
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 Astrosp/Awesome-OSINT-For-Everything solve, and who is the primary audience?passAI 未点名 Astrosp/Awesome-OSINT-For-Everything —— 很可能在说另一个项目
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 Astrosp/Awesome-OSINT-For-Everything 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/Astrosp/Awesome-OSINT-For-Everything)<a href="https://repogeo.com/zh/r/Astrosp/Awesome-OSINT-For-Everything"><img src="https://repogeo.com/badge/Astrosp/Awesome-OSINT-For-Everything.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
Astrosp/Awesome-OSINT-For-Everything — 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