RRepoGEO

REPOGEO REPORT · LITE

LongHZ140516/PaperGallery

Default branch main · commit abd7a3f6 · scanned 6/17/2026, 7:53:02 PM

GitHub: 1,020 stars · 27 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)

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

AI VISIBILITY SCORE
35 /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
3 / 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 LongHZ140516/PaperGallery, 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
    Clarify README's opening to emphasize "inspiration gallery" and "visual storytelling"

    Why:

    CURRENT
    # 🖼️ PaperGallery

<a href="https://github.com/LongHZ140516/PaperGallery" target="_blank">
    
  </a>
  <a href="https://longhz140516.github.io/PaperGallery/" target="_blank">
    
  </a>

*"A curated gallery and toolkit designed to provide inspiration for scientific illustrations, project sites, and visual storytelling in research."*
    COPY-PASTE FIX
    # 🖼️ PaperGallery: Inspiration for Scientific Visuals & Research Project Sites

A curated gallery and toolkit designed to provide inspiration for scientific illustrations, project sites, and visual storytelling in research.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    scientific-illustration, research-design, data-visualization, visual-storytelling, academic-publishing, project-website, gallery, inspiration, toolkit
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root to clearly state the project's licensing terms.

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 LongHZ140516/PaperGallery
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
BioRender
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. BioRender · recommended 2×
  2. Twitter · recommended 1×
  3. Google Scholar Profiles · recommended 1×
  4. GitHub Pages · recommended 1×
  5. GitLab Pages · recommended 1×
  • CATEGORY QUERY
    Where can I find design inspiration for scientific research figures and project websites?
    you: not recommended
    AI recommended (in order):
    1. BioRender
    2. Twitter
    3. Google Scholar Profiles
    4. GitHub Pages
    5. GitLab Pages
    6. Behance
    7. Dribbble
    8. Squarespace
    9. Wix
    10. WordPress Themes

    AI recommended 10 alternatives but never named LongHZ140516/PaperGallery. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What resources are available for creating compelling visual content for academic papers and presentations?
    you: not recommended
    AI recommended (in order):
    1. Adobe Illustrator
    2. BioRender
    3. Microsoft PowerPoint
    4. Google Slides
    5. Apple Keynote
    6. Inkscape
    7. GraphPad Prism
    8. Canva
    9. Tableau Public

    AI recommended 9 alternatives but never named LongHZ140516/PaperGallery. 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 LongHZ140516/PaperGallery?
    pass
    AI named LongHZ140516/PaperGallery explicitly

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

  • If a team adopts LongHZ140516/PaperGallery in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LongHZ140516/PaperGallery 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 LongHZ140516/PaperGallery solve, and who is the primary audience?
    pass
    AI named LongHZ140516/PaperGallery explicitly

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

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LongHZ140516/PaperGallery — 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