RRepoGEO

REPOGEO REPORT · LITE

sohzm/cheating-daddy

Default branch master · commit cdedc665 · scanned 5/18/2026, 9:41:48 PM

GitHub: 5,300 stars · 903 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
22 /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
1 / 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 sohzm/cheating-daddy, 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
  • highabout#1
    Correct the repository description to match the README's content

    Why:

    CURRENT
    a free and opensource app that lets you gain an unfair advantage
    COPY-PASTE FIX
    A real-time AI assistant that provides contextual help during video calls, interviews, presentations, and meetings using screen capture and audio analysis.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-assistant, real-time-ai, video-calls, meeting-assistant, interview-assistant, screen-capture, audio-analysis, google-gemini
  • mediumreadme#3
    Clarify the project's name in the README's core description

    Why:

    CURRENT
    A real-time AI assistant that provides contextual help during video calls, interviews, presentations, and meetings using screen capture and audio analysis.
    COPY-PASTE FIX
    This project, despite its provocative name, is a real-time AI assistant that provides contextual help during video calls, interviews, presentations, and meetings using screen capture and audio analysis.

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 sohzm/cheating-daddy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gong.io
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gong.io · recommended 1×
  2. Chorus.ai · recommended 1×
  3. Fathom · recommended 1×
  4. Fireflies.ai · recommended 1×
  5. Otter.ai · recommended 1×
  • CATEGORY QUERY
    What tools provide live AI assistance for screen and audio analysis during video calls?
    you: not recommended
    AI recommended (in order):
    1. Gong.io
    2. Chorus.ai
    3. Fathom
    4. Fireflies.ai
    5. Otter.ai
    6. Dialpad Ai Meetings

    AI recommended 6 alternatives but never named sohzm/cheating-daddy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I get real-time AI help during job interviews using screen and audio capture?
    you: not recommended
    AI recommended (in order):
    1. OBS Studio (obsproject/obs-studio)
    2. Streamlabs Desktop
    3. NVIDIA Broadcast
    4. VoiceMeeter
    5. Python
    6. PyAudio (pyaudio/pyaudio)
    7. OpenCV (opencv/opencv)
    8. Zoom
    9. Microsoft Teams
    10. Google Meet

    AI recommended 10 alternatives but never named sohzm/cheating-daddy. 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 sohzm/cheating-daddy?
    pass
    AI did not name sohzm/cheating-daddy — likely talking about a different project

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

  • If a team adopts sohzm/cheating-daddy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sohzm/cheating-daddy 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 sohzm/cheating-daddy solve, and who is the primary audience?
    pass
    AI did not name sohzm/cheating-daddy — likely talking about a different project

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

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sohzm/cheating-daddy — 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