RRepoGEO

REPOGEO REPORT · LITE

johnson7788/MultiAgentPPT

Default branch main · commit 1807528d · scanned 5/12/2026, 5:52:59 AM

GitHub: 1,594 stars · 225 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 johnson7788/MultiAgentPPT, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    multi-agent-system, presentation-generation, powerpoint-automation, ai-agents, llm-applications, agent-framework, a2a, mcp, adk, deprecated
  • highreadme#2
    Reposition README's core value proposition and clarify status

    Why:

    CURRENT
    # 🚀 MultiAgentPPT
**News**: 当前的版本不再维护，因为PPT内容和模版无法很好的维护，所以采用新的方案重构。 推荐采用PPT的模版的方式，更企业化的版本： https://github.com/johnson7788/TrainPPTAgent
    COPY-PASTE FIX
    # 🚀 MultiAgentPPT
An intelligent multi-agent AI system for automated presentation (PPT) generation, leveraging A2A, MCP, and ADK architectures.
**Important News**: This version is no longer actively maintained. For an enterprise-ready solution, please refer to the new project: https://github.com/johnson7788/TrainPPTAgent
  • mediumhomepage#3
    Update the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/johnson7788/TrainPPTAgent

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 johnson7788/MultiAgentPPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Beautiful.ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Beautiful.ai · recommended 1×
  2. Gamma · recommended 1×
  3. Tome · recommended 1×
  4. Canva · recommended 1×
  5. Microsoft PowerPoint · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate high-quality presentation slides using an AI system?
    you: not recommended
    AI recommended (in order):
    1. Beautiful.ai
    2. Gamma
    3. Tome
    4. Canva
    5. Microsoft PowerPoint
    6. Google Slides

    AI recommended 6 alternatives but never named johnson7788/MultiAgentPPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a multi-agent framework for real-time, collaborative document generation with streaming output.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. CrewAI
    3. AutoGen
    4. Haystack
    5. LlamaIndex

    AI recommended 5 alternatives but never named johnson7788/MultiAgentPPT. 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 johnson7788/MultiAgentPPT?
    pass
    AI did not name johnson7788/MultiAgentPPT — 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 johnson7788/MultiAgentPPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named johnson7788/MultiAgentPPT 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 johnson7788/MultiAgentPPT solve, and who is the primary audience?
    pass
    AI named johnson7788/MultiAgentPPT explicitly

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

Embed your GEO score

Drop this badge into the README of johnson7788/MultiAgentPPT. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/johnson7788/MultiAgentPPT"><img src="https://repogeo.com/badge/johnson7788/MultiAgentPPT.svg" alt="RepoGEO" /></a>
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johnson7788/MultiAgentPPT — 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