RRepoGEO

REPOGEO REPORT · LITE

feima09/GMTalker

Default branch main · commit 3b60c732 · scanned 5/20/2026, 11:39:24 PM

GitHub: 1,206 stars · 56 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 feima09/GMTalker, 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
    Add a clarifying statement to the README to counter AI miscategorization

    Why:

    CURRENT
    GMTalker**​​, an interactive digital human rendered by Unreal Engine, is developed by the Media Intelligence Team at Bright Laboratory. The system integrates speech recognition, speech synthesis, natural language understanding, and lip-sync animation driving.
    COPY-PASTE FIX
    GMTalker**​​, an interactive digital human rendered by Unreal Engine, is developed by the Media Intelligence Team at Bright Laboratory. **(Note: This project is not a 'Game Master' tool for tabletop role-playing games.)** The system integrates speech recognition, speech synthesis, natural language understanding, and lip-sync animation driving.
  • hightopics#2
    Correct typo and expand topics for better category alignment

    Why:

    CURRENT
    3dhuman, ai, andorid, api, python
    COPY-PASTE FIX
    3dhuman, ai, android, api, python, digital-human, 3d-avatar, unreal-engine, real-time, lip-sync, nlu, speech-synthesis
  • mediumhomepage#3
    Add a homepage URL to provide an authoritative external reference

    Why:

    COPY-PASTE FIX
    YOUR_PROJECT_HOMEPAGE_URL_HERE

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 feima09/GMTalker
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Dialogflow
Recommended in 3 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Dialogflow · recommended 3×
  2. Amazon Lex · recommended 3×
  3. Microsoft Azure Bot Service · recommended 3×
  4. Google Cloud Text-to-Speech · recommended 3×
  5. Amazon Polly · recommended 3×
  • CATEGORY QUERY
    How can I build an interactive 3D digital human with integrated speech and NLU?
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Omniverse Audio2Face
    2. NVIDIA Omniverse ACE
    3. NVIDIA Omniverse USD Composer
    4. Unreal Engine
    5. MetaHuman
    6. Google Cloud Dialogflow
    7. Amazon Lex
    8. Microsoft Azure Bot Service
    9. Google Cloud Text-to-Speech
    10. Amazon Polly
    11. Microsoft Azure Text to Speech
    12. Unity
    13. Ready Player Me
    14. Character Creator 4
    15. Google Cloud Dialogflow
    16. Amazon Lex
    17. Microsoft Azure Bot Service
    18. Google Cloud Text-to-Speech
    19. Amazon Polly
    20. Microsoft Azure Text to Speech
    21. DeepMotion Animate 3D
    22. Three.js
    23. Babylon.js
    24. React
    25. Vue
    26. Angular
    27. Google Cloud Dialogflow
    28. Amazon Lex
    29. Microsoft Azure Bot Service
    30. Google Cloud Text-to-Speech
    31. Amazon Polly
    32. Microsoft Azure Text to Speech
    33. VRChat
    34. VRChat SDK

    AI recommended 34 alternatives but never named feima09/GMTalker. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for deploying AI-driven 3D avatars on Windows, Linux, and Android?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. Unreal Engine
    3. Godot Engine
    4. Blender
    5. Three.js
    6. Electron
    7. React Native
    8. OpenCV

    AI recommended 8 alternatives but never named feima09/GMTalker. 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 feima09/GMTalker?
    pass
    AI named feima09/GMTalker explicitly

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

  • If a team adopts feima09/GMTalker in production, what risks or prerequisites should they evaluate first?
    pass
    AI named feima09/GMTalker 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 feima09/GMTalker solve, and who is the primary audience?
    pass
    AI named feima09/GMTalker explicitly

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

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feima09/GMTalker — 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