RRepoGEO

REPOGEO REPORT · LITE

CloudOrc/SolidUI

Default branch dev · commit 00d96b53 · scanned 6/4/2026, 2:01:46 PM

GitHub: 648 stars · 81 forks

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 CloudOrc/SolidUI, 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
    Reposition README's opening to highlight LLM-driven visualization

    Why:

    CURRENT
    <p align="center"> <strong>one sentence generates any graph</strong> </p>
    COPY-PASTE FIX
    <p align="center"> <strong>SolidUI is an AI-powered platform that enables users to generate 2D and 3D data visualizations, charts, and graphs directly from natural language text prompts.</strong> </p>
  • mediumtopics#2
    Add more specific topics for AI-generated visualization

    Why:

    CURRENT
    2d, 3d, 3d-data-visualization, aigc, analytics, chatglm, chatgpt, llms, painting, python, react, stable-diffusion, stable-diffusion-webui, stable-diffusion-webui-plugin
    COPY-PASTE FIX
    2d, 3d, 3d-data-visualization, aigc, analytics, chatglm, chatgpt, llms, painting, python, react, stable-diffusion, stable-diffusion-webui, stable-diffusion-webui-plugin, natural-language-to-visualization, ai-visualization, text-to-chart, data-visualization-ai
  • lowreadme#3
    Add a 'Why SolidUI?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why SolidUI?

Unlike general-purpose LLM chatbots or traditional BI tools, SolidUI focuses specifically on empowering users to create complex 2D and 3D data visualizations and analytics dashboards using simple natural language prompts, integrating seamlessly with various data sources.

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 CloudOrc/SolidUI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Google Gemini Advanced · recommended 1×
  3. Microsoft Copilot · recommended 1×
  4. plotly/plotly.py · recommended 1×
  5. observablehq/plot · recommended 1×
  • CATEGORY QUERY
    How can I generate 2D and 3D data visualizations from a simple text prompt?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Google Gemini Advanced
    3. Microsoft Copilot
    4. Plotly Express (plotly/plotly.py)
    5. Observable Plot (observablehq/plot)
    6. Tableau
    7. Power BI

    AI recommended 7 alternatives but never named CloudOrc/SolidUI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create AI-generated charts and graphs for analytics from various data sources?
    you: not recommended
    AI recommended (in order):
    1. Tableau CRM
    2. Microsoft Power BI
    3. Azure Synapse Analytics
    4. Azure Machine Learning
    5. Google Looker Studio
    6. Google Cloud AI Platform
    7. BigQuery ML
    8. Qlik Sense
    9. Qlik Associative Engine
    10. ThoughtSpot
    11. Sisense

    AI recommended 11 alternatives but never named CloudOrc/SolidUI. 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 CloudOrc/SolidUI?
    pass
    AI named CloudOrc/SolidUI explicitly

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

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