RRepoGEO

REPOGEO REPORT · LITE

cyfyifanchen/one-person-company

Default branch main · commit ed91bcef · scanned 5/24/2026, 5:42:22 AM

GitHub: 2,708 stars · 234 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 cyfyifanchen/one-person-company, 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
    Explicitly state the repo's purpose as a curated guide in the README's opening

    Why:

    CURRENT
    一人公司 AI 工具系列，有些工具是宝，有些工具是坑

本 Repo 致力于帮您踩坑，精准找宝 🤩
    COPY-PASTE FIX
    一人公司 AI 工具系列，有些工具是宝，有些工具是坑。

本 Repo 是一个持续更新的精选指南，致力于帮您踩坑，精准找宝，为一人公司提供高效的 AI 工具推荐和使用策略 🤩
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumtopics#3
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    ai, information, productivity, tools
    COPY-PASTE FIX
    ai, information, productivity, tools, one-person-company, solo-business, entrepreneurship, ai-tools-list, recommendations, curated-list

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 cyfyifanchen/one-person-company
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier · recommended 1×
  2. ChatGPT · recommended 1×
  3. OpenAI API · recommended 1×
  4. GPT-4 · recommended 1×
  5. Calendly · recommended 1×
  • CATEGORY QUERY
    Looking for AI tool recommendations to streamline operations for my one-person business.
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. ChatGPT
    3. OpenAI API
    4. GPT-4
    5. Calendly
    6. Grammarly Premium
    7. Otter.ai
    8. Canva
    9. ClickUp
    10. Notion AI

    AI recommended 10 alternatives but never named cyfyifanchen/one-person-company. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a curated list of effective AI tools to enhance my workflow?
    you: not recommended
    AI recommended (in order):
    1. Futurepedia
    2. There's An AI For That (TAIAT)
    3. AI Tools Directory by Product Hunt
    4. AIToolReport.com
    5. Zapier's AI Tools List
    6. TopApps.ai

    AI recommended 6 alternatives but never named cyfyifanchen/one-person-company. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 cyfyifanchen/one-person-company?
    pass
    AI named cyfyifanchen/one-person-company explicitly

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

  • If a team adopts cyfyifanchen/one-person-company in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cyfyifanchen/one-person-company 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 cyfyifanchen/one-person-company solve, and who is the primary audience?
    pass
    AI did not name cyfyifanchen/one-person-company — 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 cyfyifanchen/one-person-company. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/cyfyifanchen/one-person-company.svg)](https://repogeo.com/en/r/cyfyifanchen/one-person-company)
HTML
<a href="https://repogeo.com/en/r/cyfyifanchen/one-person-company"><img src="https://repogeo.com/badge/cyfyifanchen/one-person-company.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

cyfyifanchen/one-person-company — 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