RRepoGEO

REPOGEO REPORT · LITE

qiutongxue/oba-live-tool

Default branch main · commit 01f87480 · scanned 5/29/2026, 6:16:58 AM

GitHub: 1,446 stars · 266 forks

AI VISIBILITY SCORE
28 /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
2 / 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 qiutongxue/oba-live-tool, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • mediumtopics#1
    Add broader category topics to improve AI categorization

    Why:

    CURRENT
    douyin, electron, playwright, react, xiaohongshu
    COPY-PASTE FIX
    douyin, electron, playwright, react, xiaohongshu, live-streaming-tools, e-commerce, ai-assistant, automation, streamer-tools
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://deepwiki.com/qiutongxue/oba-live-tool

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 qiutongxue/oba-live-tool
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Restream
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Restream · recommended 2×
  2. StreamYard · recommended 2×
  3. OBS Studio · recommended 2×
  4. ManyCam · recommended 1×
  5. Ecamm Live · recommended 1×
  • CATEGORY QUERY
    Tools to automate live e-commerce stream management, including product display and messaging?
    you: not recommended
    AI recommended (in order):
    1. Restream
    2. ManyCam
    3. Ecamm Live
    4. StreamYard
    5. CommentSold
    6. Channelize.io
    7. Buywith
    8. OBS Studio

    AI recommended 8 alternatives but never named qiutongxue/oba-live-tool. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I use AI to automate live stream comment replies and product pop-ups?
    you: not recommended
    AI recommended (in order):
    1. Streamlabs Chatbot
    2. OpenAI's GPT-4
    3. Google Cloud's Dialogflow
    4. ManyChat
    5. Restream
    6. StreamYard
    7. OBS Studio
    8. Anthropic's Claude
    9. AWS Lambda
    10. Google Cloud Functions
    11. Zapier
    12. Make
    13. StreamElements
    14. python-twitch-client
    15. google-api-python-client
    16. openai library
    17. google-cloud-dialogflow

    AI recommended 17 alternatives but never named qiutongxue/oba-live-tool. 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 qiutongxue/oba-live-tool?
    pass
    AI named qiutongxue/oba-live-tool explicitly

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

  • If a team adopts qiutongxue/oba-live-tool in production, what risks or prerequisites should they evaluate first?
    pass
    AI named qiutongxue/oba-live-tool 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 qiutongxue/oba-live-tool solve, and who is the primary audience?
    pass
    AI did not name qiutongxue/oba-live-tool — 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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qiutongxue/oba-live-tool — 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