RRepoGEO

REPOGEO REPORT · LITE

tonyqinatcmu/SlideBot-AI

Default branch main · commit d8b7c253 · scanned 5/20/2026, 11:43:00 PM

GitHub: 1,211 stars · 229 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 tonyqinatcmu/SlideBot-AI, 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 prominent English introduction to the main README.md

    Why:

    CURRENT
    The current `README.md` starts with a Chinese H1 and description.
    COPY-PASTE FIX
    Add the following English introduction immediately after the `SlideBot AI 2.0` H1 in `README.md` (or ensure `README.md` starts with English content):
```
### An Open-Source, AI-Powered Presentation Generator

SlideBot AI is a powerful, open-source platform designed to automatically generate professional presentations from topics, outlines, or uploaded documents. It offers a robust, customizable alternative to commercial SaaS solutions like Gamma, Tome, or Beautiful.ai, providing full control for enterprise-grade slide creation, including document understanding, audio transcription, and AI image generation.
```
  • mediumtopics#2
    Expand topics to include 'open-source' and specific functionalities

    Why:

    CURRENT
    ai-ppt-maker, ai-slide-builder, ai-slides, nanobananapro, ppt, ppt-generator, slides
    COPY-PASTE FIX
    ai-ppt-maker, ai-slide-builder, ai-slides, nanobananapro, ppt, ppt-generator, slides, open-source, presentation-generator, ai-presentation, document-to-slides, audio-to-slides, ai-image-generation
  • mediumexamples#3
    Add direct links to example generated presentations

    Why:

    CURRENT
    The '📸 效果展示' section exists, but no direct links to generated files are visible in the excerpt.
    COPY-PASTE FIX
    Under the '📸 效果展示' section (or a new 'Examples' section in the English README), add direct links to 2-3 example presentations (e.g., `.pptx` or `.pdf` files) generated by SlideBot AI, showcasing different styles or features. For example:
```
### 📸 Effect Display / Examples

*   [Download Example Presentation: Business Report (PPTX)](link-to-business-report.pptx)
*   [Download Example Presentation: Technical Overview (PDF)](link-to-technical-overview.pdf)
*   [Watch Feature Introduction Video (YouTube)](link-to-youtube-video)
```
(Ensure these links are to actual hosted files or videos.)

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 tonyqinatcmu/SlideBot-AI
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. Tome · recommended 2×
  3. Beautiful.ai · recommended 2×
  4. Simplified · recommended 2×
  5. Plus AI for Google Slides · recommended 1×
  • CATEGORY QUERY
    Need an AI tool to automatically generate professional presentation slides from a topic or outline.
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Tome
    3. Beautiful.ai
    4. Plus AI for Google Slides
    5. Microsoft Copilot (with PowerPoint)
    6. Simplified
    7. Designs.ai

    AI recommended 7 alternatives but never named tonyqinatcmu/SlideBot-AI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI presentation builder that can use uploaded documents and allow content refinement.
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Tome
    3. Beautiful.ai
    4. Plus AI (for Google Slides)
    5. Simplified
    6. Canva (with Magic Design)

    AI recommended 6 alternatives but never named tonyqinatcmu/SlideBot-AI. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 tonyqinatcmu/SlideBot-AI?
    pass
    AI named tonyqinatcmu/SlideBot-AI explicitly

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

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

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

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tonyqinatcmu/SlideBot-AI — 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