RRepoGEO

REPOGEO REPORT · LITE

shobhit99/claude-watch

Default branch main · commit 037e8b4d · scanned 6/16/2026, 1:33:02 PM

GitHub: 519 stars · 56 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 shobhit99/claude-watch, 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 to improve categorization

    Why:

    COPY-PASTE FIX
    apple-watch, smartwatch, wearable, claude-ai, ai-agent-control, remote-control, nodejs, swiftui
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, e.g., with the MIT License text, to clearly state the terms of use.
  • mediumabout#3
    Refine the repository description for clarity

    Why:

    CURRENT
    Control your claude code from your apple watch
    COPY-PASTE FIX
    Control your Claude AI agent's code execution, terminal output, and permissions directly from your Apple Watch.

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 shobhit99/claude-watch
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. run-llama/llama_index · recommended 1×
  3. OpenAI Function Calling · recommended 1×
  4. GPT-3.5 Turbo · recommended 1×
  5. GPT-4 · recommended 1×
  • CATEGORY QUERY
    How to control an AI agent's terminal output and approve actions using a wearable?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. OpenAI Function Calling
    4. GPT-3.5 Turbo
    5. GPT-4
    6. Pebble.js (pebble/pebblejs)
    7. Gadgetbridge (Freeyourgadget/Gadgetbridge)
    8. Android Wear OS SDKs
    9. Apple watchOS SDKs
    10. MQTT
    11. Bluetooth Low Energy (BLE)
    12. Flask (pallets/flask)
    13. FastAPI (tiangolo/fastapi)
    14. Node.js (nodejs/node)
    15. Express.js (expressjs/express)
    16. Fastify (fastify/fastify)
    17. Redis (redis/redis)

    AI recommended 17 alternatives but never named shobhit99/claude-watch. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a solution for real-time AI agent interaction and voice commands from a smartwatch.
    you: not recommended
    AI recommended (in order):
    1. Google Assistant
    2. Apple Siri
    3. Amazon Alexa
    4. Mycroft AI (MycroftAI/mycroft-core)
    5. Snips

    AI recommended 5 alternatives but never named shobhit99/claude-watch. 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 shobhit99/claude-watch?
    pass
    AI named shobhit99/claude-watch explicitly

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

  • If a team adopts shobhit99/claude-watch in production, what risks or prerequisites should they evaluate first?
    pass
    AI named shobhit99/claude-watch 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 shobhit99/claude-watch solve, and who is the primary audience?
    pass
    AI named shobhit99/claude-watch explicitly

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

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shobhit99/claude-watch — 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