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zhom/donutbrowser
默认分支 main · commit 577ab79f · 扫描时间 2026/6/19 01:51:17
星标 3,093 · Fork 313
下方为分数趋势(含全部就绪扫描;左旧右新,可横向滚动)。表格明细默认折叠,展开后每页 10 条,最新在上。
共 2 条就绪扫描。点击下方按钮展开表格(每页 10 条,可翻页)。
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 zhom/donutbrowser 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#1Clarify README's opening to prevent miscategorization
原因:
当前<div align="center"> <h1>Donut Browser</h1> <strong>Open Source Anti-Detect Browser</strong> <br> <a href="https://donutbrowser.com">donutbrowser.com</a> </div>
复制粘贴的修复<div align="center"> <h1>Donut Browser</h1> <strong>The Open Source Anti-Detect Browser for Privacy and Multi-Account Management. Not a browser history visualization tool.</strong> <br> <a href="https://donutbrowser.com">donutbrowser.com</a> </div> <br> <p align="center"> Donut Browser is a robust, production-ready solution for creating unlimited, isolated browser profiles with advanced anti-fingerprinting capabilities. It leverages a privacy-focused Chromium engine to naturally hide information from anti-bot services like Cloudflare and reCaptcha v3. </p>
- mediumreadme#2Emphasize open-source advantage against commercial competitors
原因:
复制粘贴的修复Add a short section or sentence in the README's introduction or a dedicated "Why Donut Browser?" section that explicitly positions it as an open-source alternative to commercial anti-detect browsers, highlighting benefits like transparency, community control, and cost-effectiveness. For example: "Unlike proprietary solutions such as GoLogin or Dolphin Anty, Donut Browser offers a fully open-source, transparent, and community-driven platform for your anti-detection needs."
- lowreadme#3Expand on API capabilities for automation use cases
原因:
当前Local API & MCP** — REST API and Model Context Protocol server for integration with Claude, automation tools, and custom workflows
复制粘贴的修复Expand the description of the "Local API & MCP" feature in the README to clearly articulate how it enables programmatic control and integration with automation scripts, similar to how Puppeteer or Playwright are used, but within an anti-detect context. For example: "Our Local API & MCP provides a powerful REST API for seamless integration with your automation tools and custom workflows. Programmatically control browser profiles, manage fingerprints, and orchestrate tasks, offering a robust alternative to libraries like Puppeteer or Playwright for anti-detection automation."
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。
- GoLogin · 被推荐 1 次
- Dolphin Anty · 被推荐 1 次
- Incogniton · 被推荐 1 次
- MultiLogin · 被推荐 1 次
- AdsPower · 被推荐 1 次
- 品类问题How to manage multiple browser profiles with advanced anti-fingerprinting for privacy?你:未被推荐AI 推荐顺序:
- GoLogin
- Dolphin Anty
- Incogniton
- MultiLogin
- AdsPower
- Kameleo
- MoreLogin
AI 推荐了 7 个替代方案,却始终没点名 zhom/donutbrowser。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What are good open source tools for creating isolated browser environments to bypass bot detection?你:未被推荐AI 推荐顺序:
- Puppeteer
- puppeteer-extra
- puppeteer-extra-plugin-stealth
- Selenium WebDriver
- Playwright
- Headless Chrome/Firefox directly
- Browserless.io
- Scrapy-Splash
AI 推荐了 8 个替代方案,却始终没点名 zhom/donutbrowser。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 zhom/donutbrowser?passAI 未点名 zhom/donutbrowser —— 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 zhom/donutbrowser in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 zhom/donutbrowser
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 zhom/donutbrowser solve, and who is the primary audience?passAI 明确点名了 zhom/donutbrowser
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 zhom/donutbrowser 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/zhom/donutbrowser)<a href="https://repogeo.com/zh/r/zhom/donutbrowser"><img src="https://repogeo.com/badge/zhom/donutbrowser.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
zhom/donutbrowser — 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