RRepoGEO

REPOGEO REPORT · LITE

ModalityDance/PalmClaw

Default branch main · commit 56d9a546 · scanned 5/11/2026, 1:27:57 PM

GitHub: 1,081 stars · 93 forks

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 to clearly state its purpose

    Why:

    CURRENT
    <h1>PalmClaw</h1>
  <p>Your private AI assistant on your phone: simple, safe, and ready anytime.</p>
    COPY-PASTE FIX
    <h1>PalmClaw: Your Private AI Assistant for Android</h1>
  <p>Simple, safe, and ready anytime on your phone.</p>
  • mediumreadme#2
    Clarify model support in the README overview

    Why:

    COPY-PASTE FIX
    Add a sentence to the 'Overview' section, such as: "PalmClaw is designed to be model-agnostic, supporting various local and on-device AI models for maximum privacy and flexibility."

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
LM Studio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 1×
  2. MLC Chat · recommended 1×
  3. Termux · recommended 1×
  4. Ollama · recommended 1×
  5. Mycroft AI · recommended 1×
  • CATEGORY QUERY
    How can I run a personal AI assistant directly on my Android phone for privacy?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. MLC Chat
    3. Termux
    4. Ollama
    5. Mycroft AI
    6. Rhasspy
    7. Obsidian
    8. Gboard Smart Reply
    9. Google Assistant's On-Device Features

    AI recommended 9 alternatives but never named ModalityDance/PalmClaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow deploying AI agents directly on a mobile device without cloud services?
    you: not recommended
    AI recommended (in order):
    1. Core ML
    2. TensorFlow Lite
    3. PyTorch Mobile
    4. ONNX Runtime Mobile
    5. MediaPipe
    6. ML Kit

    AI recommended 6 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?

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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