RRepoGEO

REPOGEO REPORT · LITE

unitedbyai/droidclaw

Default branch main · commit c7c99193 · scanned 6/28/2026, 4:47:30 AM

GitHub: 1,540 stars · 228 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 unitedbyai/droidclaw, 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
  • highreadme#1
    Reposition README opening to clarify LLM-powered AI agent

    Why:

    CURRENT
    # droidclaw
> an ai agent that controls your android phone. give it a goal in plain english — it figures out what to tap, type, and swipe.
    COPY-PASTE FIX
    # droidclaw
> an **LLM-powered** AI agent that controls your Android phone. Give it a goal in plain English — it figures out what to tap, type, and swipe.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    android-automation, ai-agent, llm, mobile-automation, generative-ai, adb, no-code
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file to the repository root with the MIT License text.

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 unitedbyai/droidclaw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tasker
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tasker · recommended 2×
  2. Google Assistant Routines · recommended 1×
  3. IFTTT · recommended 1×
  4. AutoVoice · recommended 1×
  5. Bixby Routines · recommended 1×
  • CATEGORY QUERY
    How to automate Android phone tasks using natural language prompts without writing code?
    you: not recommended
    AI recommended (in order):
    1. Google Assistant Routines
    2. IFTTT
    3. Tasker
    4. AutoVoice
    5. Bixby Routines
    6. Voice Access
    7. Microsoft Copilot

    AI recommended 7 alternatives but never named unitedbyai/droidclaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can turn spare Android phones into AI agents for task execution?
    you: not recommended
    AI recommended (in order):
    1. Home Assistant
    2. Termux
    3. ADB (Android Debug Bridge)
    4. Tasker
    5. Automate
    6. MacroDroid
    7. IFTTT (If This Then That)
    8. Remote ADB Shell/Server
    9. ADB over Wi-Fi

    AI recommended 9 alternatives but never named unitedbyai/droidclaw. 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 unitedbyai/droidclaw?
    pass
    AI named unitedbyai/droidclaw explicitly

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

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

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

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unitedbyai/droidclaw — 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