RRepoGEO

REPOGEO REPORT · LITE

johnson7788/MultiAgentPPT

Default branch main · commit 1807528d · scanned 6/22/2026, 12:03:14 PM

GitHub: 1,609 stars · 226 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 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

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

OVERALL DIRECTION
  • highreadme#1
    Rephrase the README's 'News' section to clarify project status

    Why:

    CURRENT
    **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
    **Note**: This repository showcases the A2A+MCP+ADK multi-agent architecture for intelligent presentation generation. For a more enterprise-focused version with enhanced template management, please refer to: https://github.com/johnson7788/TrainPPTAgent
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://your-project-homepage-or-demo.com

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
Gamma
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Gamma · recommended 2×
  2. ChatGPT · recommended 2×
  3. Tome · recommended 2×
  4. Beautiful.ai · recommended 2×
  5. Canva Magic Design · recommended 2×
  • CATEGORY QUERY
    How can I automate presentation slide generation using AI agents for content creation?
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. ChatGPT
    3. GPT-4
    4. Claude 3 Opus
    5. Google Slides API
    6. Microsoft Graph API
    7. Tome
    8. Beautiful.ai
    9. Canva Magic Design

    AI recommended 9 alternatives but never named johnson7788/MultiAgentPPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to generate presentation content dynamically with collaborative AI agents.
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Tome
    3. Beautiful.ai
    4. ChatGPT
    5. Google Slides
    6. PowerPoint
    7. Canva Magic Design
    8. Plus AI for Google Slides

    AI recommended 8 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 named johnson7788/MultiAgentPPT explicitly

    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?

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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