RRepoGEO

REPOGEO REPORT · LITE

ModalityDance/PalmClaw

Default branch main · commit 83d7630d · scanned 6/21/2026, 6:16:39 PM

GitHub: 1,101 stars · 95 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 ModalityDance/PalmClaw, 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 the README H1 and opening paragraph for clarity

    Why:

    CURRENT
    <div align="center">
  <h1>PalmClaw</h1>
  <p>Your private AI assistant on your phone: simple, safe, and ready anytime.</p>
</div>
    COPY-PASTE FIX
    <div align="center">
  <h1>PalmClaw: Your Private AI Assistant for Android</h1>
  <p>Run your AI agent directly on your Android phone: simple, safe, and ready anytime, without needing a PC or cloud services.</p>
</div>
  • mediumreadme#2
    Add a 'Why PalmClaw?' comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Why PalmClaw? (Compared to Ollama, LM Studio, etc.)' that explicitly highlights PalmClaw's unique mobile-native, local-first deployment and simpler workflow directly on Android, contrasting it with PC-based or more complex solutions.

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 ModalityDance/PalmClaw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ollama
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ollama · recommended 2×
  2. LM Studio · recommended 2×
  3. Termux · recommended 1×
  4. MLC LLM · recommended 1×
  5. LocalAI · recommended 1×
  • CATEGORY QUERY
    How can I run a private AI assistant directly on my Android phone?
    you: not recommended
    AI recommended (in order):
    1. Termux
    2. Ollama
    3. MLC LLM
    4. LocalAI
    5. Faraday
    6. LM Studio
    7. Tasker
    8. Automate

    AI recommended 8 alternatives but never named ModalityDance/PalmClaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an on-device AI agent with simple setup for personal use.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LM Studio
    3. Ollama
    4. Jan
    5. PrivateGPT

    AI recommended 5 alternatives but never named ModalityDance/PalmClaw. 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 ModalityDance/PalmClaw?
    pass
    AI named ModalityDance/PalmClaw explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of ModalityDance/PalmClaw. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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ModalityDance/PalmClaw — 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