RRepoGEO

REPOGEO REPORT · LITE

m-damien/VisualStoryWriting

Default branch main · commit 926ce7e9 · scanned 5/28/2026, 5:37:45 PM

GitHub: 1,031 stars · 135 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 m-damien/VisualStoryWriting, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    story-writing, visual-editing, ai-powered, gpt-4o, creative-writing, narrative-design, storytelling-tool, react, typescript
  • highreadme#2
    Refine the README's main heading and opening paragraph

    Why:

    CURRENT
    # Visual Story-Writing: Writing by Manipulating Visual Representations

This system automatically **visualizes** a story (chronological events, character and their actions and movements) and allows users to **edit** the story by manipulating these visual representations.
    COPY-PASTE FIX
    # Visual Story-Writing: AI-Powered Visual Editing for Narratives

This system revolutionizes story creation by automatically **visualizing** chronological events, characters, and their movements, then empowering users to **edit** the narrative directly through intuitive visual manipulation. Leveraging GPT-4o, it extracts story information and suggests text edits in real-time, making it a unique tool for writers and storytellers.
  • mediumabout#3
    Enhance the repository's About description

    Why:

    CURRENT
    🧙‍♂️ Writing by manipulating visual representations of stories
    COPY-PASTE FIX
    An AI-powered system (GPT-4o) that visualizes story narratives and allows writers to edit text by directly manipulating visual representations of events, characters, and their interactions.

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 m-damien/VisualStoryWriting
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Plottr
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Plottr · recommended 2×
  2. Scrivener · recommended 2×
  3. Milanote · recommended 2×
  4. Sudowrite · recommended 1×
  5. Campfire Pro/Campfire Blaze · recommended 1×
  • CATEGORY QUERY
    How can I visually edit story narratives using AI-powered tools for character interactions?
    you: not recommended
    AI recommended (in order):
    1. Sudowrite
    2. Campfire Pro/Campfire Blaze
    3. Plottr
    4. Novelcrafter
    5. Scrivener
    6. Milanote

    AI recommended 6 alternatives but never named m-damien/VisualStoryWriting. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help manipulate visual story timelines and character movements to refine text?
    you: not recommended
    AI recommended (in order):
    1. Arc Studio Pro
    2. Milanote
    3. Scrivener
    4. Plottr
    5. Storyist
    6. Aeon Timeline

    AI recommended 6 alternatives but never named m-damien/VisualStoryWriting. 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 m-damien/VisualStoryWriting?
    pass
    AI did not name m-damien/VisualStoryWriting — 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 m-damien/VisualStoryWriting in production, what risks or prerequisites should they evaluate first?
    pass
    AI named m-damien/VisualStoryWriting 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 m-damien/VisualStoryWriting solve, and who is the primary audience?
    pass
    AI named m-damien/VisualStoryWriting explicitly

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

Embed your GEO score

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m-damien/VisualStoryWriting — 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