RRepoGEO

REPOGEO REPORT · LITE

socketteer/loom

Default branch main · commit 91ca9205 · scanned 5/30/2026, 2:57:58 PM

GitHub: 1,355 stars · 90 forks

AI VISIBILITY SCORE
30 /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
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 socketteer/loom, 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 specific topics and refine description

    Why:

    CURRENT
    Topics: (none)
Description: Multiversal tree writing interface for human-AI collaboration
    COPY-PASTE FIX
    Topics: ai-writing, gpt-3, creative-writing, narrative-design, tree-editor, human-ai-collaboration, branching-narrative
Description: Experimental tree-based writing interface for human-AI collaboration with GPT-3, exploring branching narratives and block multiverses.
  • highlicense#2
    Add a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that reflects your intended usage terms.
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    Add a URL to the repository's homepage field, ideally linking to a live demo, project website, or a dedicated page explaining the 'Block multiverse mode' and its demo video.

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 socketteer/loom
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Scrivener
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Scrivener · recommended 2×
  2. AI Dungeon · recommended 1×
  3. NovelAI · recommended 1×
  4. Sudowrite · recommended 1×
  5. Plottr · recommended 1×
  • CATEGORY QUERY
    How to manage multiple story paths with AI during creative writing?
    you: not recommended
    AI recommended (in order):
    1. AI Dungeon
    2. NovelAI
    3. Sudowrite
    4. Plottr
    5. Campfire
    6. ChatGPT
    7. Claude
    8. Gemini
    9. Scrivener

    AI recommended 9 alternatives but never named socketteer/loom. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for visually exploring and editing AI-generated text in a branching narrative?
    you: not recommended
    AI recommended (in order):
    1. Twine
    2. Articy:draft 3
    3. ChatMapper
    4. Inklewriter
    5. Ink (inkle/ink)
    6. Scrivener
    7. Obsidian

    AI recommended 7 alternatives but never named socketteer/loom. 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 socketteer/loom?
    pass
    AI named socketteer/loom explicitly

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

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

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

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socketteer/loom — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite