RRepoGEO

REPOGEO REPORT · LITE

honeynet/droidbot

Default branch master · commit 52aeea4a · scanned 6/3/2026, 9:03:18 PM

GitHub: 963 stars · 259 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 honeynet/droidbot, 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
    android-testing, ui-automation, dynamic-analysis, mobile-security, fuzzing, llm-integration, app-testing, test-input-generation
  • highreadme#2
    Refine the 'About' section's first sentence to highlight specialized purpose

    Why:

    CURRENT
    DroidBot is a lightweight test input generator for Android.
    COPY-PASTE FIX
    DroidBot is a lightweight, intelligent test input generator for Android, designed for automated dynamic analysis, security testing, and UI exploration.
  • mediumhomepage#3
    Add a homepage URL to complete metadata

    Why:

    COPY-PASTE FIX
    Add a relevant project or documentation URL (e.g., a project page, documentation site, or the paper's official page).

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 honeynet/droidbot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Maestro
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Maestro · recommended 2×
  2. Appium · recommended 2×
  3. UI Automator · recommended 2×
  4. AppCrawler · recommended 1×
  5. Espresso Test Recorder · recommended 1×
  • CATEGORY QUERY
    How to generate intelligent, UI-guided test inputs for Android applications effectively?
    you: not recommended
    AI recommended (in order):
    1. AppCrawler
    2. Maestro
    3. Appium
    4. Espresso Test Recorder
    5. Monkey
    6. UI Automator

    AI recommended 6 alternatives but never named honeynet/droidbot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a more advanced Android UI testing tool than simple random event generators?
    you: not recommended
    AI recommended (in order):
    1. Espresso
    2. UI Automator
    3. Appium
    4. Detox
    5. Maestro
    6. Kaspresso

    AI recommended 6 alternatives but never named honeynet/droidbot. 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 honeynet/droidbot?
    pass
    AI named honeynet/droidbot explicitly

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

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

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

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honeynet/droidbot — 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