RRepoGEO

REPOGEO REPORT · LITE

the-hidden-fish/advisor-ledger

Default branch main · commit c96a6c1c · scanned 5/23/2026, 5:17:56 AM

GitHub: 1,158 stars · 99 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 the-hidden-fish/advisor-ledger, 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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition README H1 and opening sentence to clarify academic context

    Why:

    CURRENT
    # Advisor Ledger(学术黑榜镜像)

**新：openreview版本黑榜：https://openadvisor.pages.dev/**

只增不减地镜像社区维护的"学术黑榜 / Advisor Red Flags Notes" Google Doc,记录每一次编辑,保留每一次删除。
    COPY-PASTE FIX
    # Advisor Ledger: Academic Red Flags Mirror (学术黑榜镜像)

This repository archives the community-maintained 'Academic Red Flags / Advisor Red Flags Notes' Google Doc, tracking all changes, deletions, and additions with full history and LLM-powered review.

**新：openreview版本黑榜：https://openadvisor.pages.dev/**

只增不减地镜像社区维护的"学术黑榜 / Advisor Red Flags Notes" Google Doc,记录每一次编辑,保留每一次删除。
  • highabout#2
    Add a concise description to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    Archives the community-maintained 'Academic Red Flags / Advisor Red Flags Notes' Google Doc, tracking all changes, deletions, and additions with full history and LLM-powered review.

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 the-hidden-fish/advisor-ledger
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Git
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Git · recommended 2×
  2. Google Apps Script · recommended 1×
  3. Zapier · recommended 1×
  4. Make (formerly Integromat) · recommended 1×
  5. DocuSign CLM · recommended 1×
  • CATEGORY QUERY
    How to reliably archive and track changes in frequently updated public Google Docs?
    you: not recommended
    AI recommended (in order):
    1. Google Apps Script
    2. Zapier
    3. Make (formerly Integromat)
    4. DocuSign CLM
    5. Git
    6. GitHub
    7. GitLab
    8. Bitbucket
    9. gdoc-to-md
    10. pandoc
    11. PageFreezer
    12. Smarsh

    AI recommended 12 alternatives but never named the-hidden-fish/advisor-ledger. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for monitoring collaborative online documents for deleted content and maintaining full history?
    you: not recommended
    AI recommended (in order):
    1. Git
    2. Confluence
    3. Google Workspace
    4. Microsoft 365
    5. Nuclino
    6. Joplin
    7. Nextcloud

    AI recommended 7 alternatives but never named the-hidden-fish/advisor-ledger. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 the-hidden-fish/advisor-ledger?
    pass
    AI did not name the-hidden-fish/advisor-ledger — 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 the-hidden-fish/advisor-ledger in production, what risks or prerequisites should they evaluate first?
    pass
    AI named the-hidden-fish/advisor-ledger 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 the-hidden-fish/advisor-ledger solve, and who is the primary audience?
    pass
    AI named the-hidden-fish/advisor-ledger explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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