RRepoGEO

REPOGEO REPORT · LITE

bohyy/academic-ai-prompt

Default branch main · commit 3b5128f3 · scanned 6/26/2026, 9:42:46 AM

GitHub: 1,317 stars · 83 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 bohyy/academic-ai-prompt, 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
  • highabout#1
    Reposition the repo's description to clarify its nature as a prompt collection, not a tool

    Why:

    CURRENT
    一套为研究生和学术研究者设计的完整AI Prompt库
    COPY-PASTE FIX
    这是一个为研究生和学术研究者精心打造的AI Prompt资源库，而非AI工具或平台。它提供了一套完整的、可直接使用的AI Prompt集合，旨在帮助你高效完成学术研究和论文写作。
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/bohyy/academic-ai-prompt
  • mediumtopics#3
    Expand repository topics with more specific terms for prompt collections and academic resources

    Why:

    CURRENT
    academic-research, ai, ai-prompts, ailearning, knowledge-base, open-source, paper-writing, productivity, prompt-engineering, research-tools, research-workflows
    COPY-PASTE FIX
    academic-research, ai, ai-prompts, ailearning, knowledge-base, open-source, paper-writing, productivity, prompt-engineering, research-tools, research-workflows, prompt-library, academic-prompts, research-guide, template-collection

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 bohyy/academic-ai-prompt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Elicit
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Elicit · recommended 2×
  2. Scite.ai · recommended 2×
  3. Semantic Scholar · recommended 2×
  4. ChatGPT / GPT-4 (OpenAI) · recommended 1×
  5. Connected Papers / ResearchRabbit · recommended 1×
  • CATEGORY QUERY
    How can I use AI to quickly generate thesis topics and organize literature reviews efficiently?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT / GPT-4 (OpenAI)
    2. Elicit
    3. Connected Papers / ResearchRabbit
    4. Scite.ai
    5. Perplexity AI
    6. Semantic Scholar

    AI recommended 6 alternatives but never named bohyy/academic-ai-prompt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI-driven frameworks or prompts exist to streamline academic research and paper writing process?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Elicit
    3. Scite.ai
    4. Semantic Scholar
    5. ResearchRabbit
    6. QuillBot
    7. Paperpal

    AI recommended 7 alternatives but never named bohyy/academic-ai-prompt. 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 bohyy/academic-ai-prompt?
    pass
    AI named bohyy/academic-ai-prompt explicitly

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

  • If a team adopts bohyy/academic-ai-prompt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bohyy/academic-ai-prompt 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 bohyy/academic-ai-prompt solve, and who is the primary audience?
    pass
    AI did not name bohyy/academic-ai-prompt — 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?

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bohyy/academic-ai-prompt — 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