RRepoGEO

REPOGEO REPORT · LITE

XiaomingX/indie-hacker-tools-plus

Default branch main · commit 089ed791 · scanned 5/8/2026, 5:28:23 PM

GitHub: 1,669 stars · 146 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface XiaomingX/indie-hacker-tools-plus, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening to clarify it's a curated list/guide

    Why:

    CURRENT
    ## 🌍 **开发者出海，选对工具是关键！** 为独立开发者准备的精选技术栈和工具仓库来了！这里有你最需要的工具，帮你提升开发效率、节约成本，最重要的是——这些工具都是市场上热门的，经过验证的。🚀
    COPY-PASTE FIX
    ## 🌍 **开发者出海，选对工具是关键！**

欢迎来到 **indie-hacker-tools-plus**，这是一个为独立开发者精心策划的精选技术栈和工具**指南**。我们收集了市场上热门且经过验证的工具，旨在帮助你提升开发效率、节约成本，并避免踩坑。🚀
  • hightopics#2
    Refine topics to emphasize "curated list" and remove misleading ones

    Why:

    CURRENT
    agent, ai, awesome, awesome-list, awesome-lists, aws, azure, cloudflare, github, hacker, indiehacker, llm, nextjs, shadcn
    COPY-PASTE FIX
    awesome, awesome-list, awesome-lists, curated-list, developer-tools, indie-hacker, tech-stack, saas-starter-kits, web-development-guide, ai-tools, llm-tools, cloud-services, agent, ai, hacker, aws, azure, cloudflare, github
  • mediumreadme#3
    Add an explicit "About This Project" section after the intro

    Why:

    COPY-PASTE FIX
    ### 项目简介 (About This Project)

**indie-hacker-tools-plus** 是一个为独立开发者精心策划的资源库，旨在提供精选的技术栈、开发工具、SaaS 启动器和学习资源。我们致力于帮助开发者高效构建、发布和扩展他们的项目，避免重复造轮子和不必要的成本。

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface XiaomingX/indie-hacker-tools-plus
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
supabase/supabase
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. supabase/supabase · recommended 2×
  2. facebook/react · recommended 1×
  3. facebook/create-react-app · recommended 1×
  4. vitejs/vite · recommended 1×
  5. vuejs/core · recommended 1×
  • CATEGORY QUERY
    What are the best curated tech stacks and tools for independent developers to save costs?
    you: not recommended
    AI recommended (in order):
    1. React (facebook/react)
    2. Create React App (facebook/create-react-app)
    3. Vite (vitejs/vite)
    4. Vue.js (vuejs/core)
    5. Vue CLI (vuejs/vue-cli)
    6. Next.js (vercel/next.js)
    7. Nuxt.js (nuxt/nuxt)
    8. Node.js (nodejs/node)
    9. Express.js (expressjs/express)
    10. Fastify (fastify/fastify)
    11. Python
    12. Flask (pallets/flask)
    13. FastAPI (tiangolo/fastapi)
    14. Go
    15. Gin (gin-gonic/gin)
    16. Echo (labstack/echo)
    17. PostgreSQL (postgres/postgres)
    18. SQLite (sqlite/sqlite)
    19. MongoDB Atlas
    20. Vercel
    21. Netlify
    22. Railway
    23. Render
    24. Cloudflare Pages
    25. Cloudflare Workers
    26. Supabase Auth (supabase/supabase)
    27. Firebase Authentication
    28. Auth.js (nextauthjs/next-auth)
    29. Cloudinary
    30. Supabase Storage (supabase/supabase)
    31. AWS S3
    32. GitHub
    33. GitLab (gitlabhq/gitlabhq)

    AI recommended 33 alternatives but never named XiaomingX/indie-hacker-tools-plus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for proven full-stack SaaS starter kits to quickly launch new web applications.
    you: not recommended
    AI recommended (in order):
    1. Bulletproof Next.js
    2. ShipFast
    3. SaaS Pegasus
    4. Divjoy
    5. Next.js SaaS Boilerplate (by Saas UI)
    6. Spark (Laravel)
    7. SaaS Starter Kit (by Apptension)

    AI recommended 7 alternatives but never named XiaomingX/indie-hacker-tools-plus. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of XiaomingX/indie-hacker-tools-plus?
    pass
    AI did not name XiaomingX/indie-hacker-tools-plus — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts XiaomingX/indie-hacker-tools-plus in production, what risks or prerequisites should they evaluate first?
    pass
    AI named XiaomingX/indie-hacker-tools-plus explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo XiaomingX/indie-hacker-tools-plus solve, and who is the primary audience?
    pass
    AI did not name XiaomingX/indie-hacker-tools-plus — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of XiaomingX/indie-hacker-tools-plus. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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XiaomingX/indie-hacker-tools-plus — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite