RRepoGEO

REPOGEO REPORT · LITE

yizhiyanhua-ai/fireworks-tech-graph

Default branch main · commit 9e68925d · scanned 5/17/2026, 7:12:36 PM

GitHub: 6,787 stars · 600 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
27 /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
1 / 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 yizhiyanhua-ai/fireworks-tech-graph, 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
    Clarify README's opening to prevent miscategorization as a knowledge graph

    Why:

    CURRENT
    > **Stop drawing diagrams by hand.** Describe your system in English or Chinese — get publication-ready SVG + PNG technical diagrams in seconds.
    COPY-PASTE FIX
    > **Stop drawing diagrams by hand.** `fireworks-tech-graph` is a specialized engine that turns natural language descriptions into publication-ready SVG + PNG technical diagrams in seconds. It is *not* a knowledge graph or an AI ecosystem mapper.
  • mediumcomparison#2
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    ## Why `fireworks-tech-graph`? (vs. Mermaid, PlantUML, Draw.io)
While tools like Mermaid, PlantUML, and Draw.io require manual code or drag-and-drop interfaces, `fireworks-tech-graph` allows you to generate complex technical diagrams directly from natural language descriptions. It's specifically designed with deep knowledge of AI/Agent domain patterns and offers 7 visual styles, automating the diagramming process for developers and architects.
  • lowtopics#3
    Refine repository topics for better specificity

    Why:

    CURRENT
    agent-workflows, ai, claude-code, developer-tools, diagrams, svg
    COPY-PASTE FIX
    agent-workflows, ai, claude-code, developer-tools, diagrams, svg, natural-language-diagrams, ai-diagram-generator, text-to-diagram, uml-generator

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 yizhiyanhua-ai/fireworks-tech-graph
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
mermaid-js/mermaid
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. mermaid-js/mermaid · recommended 2×
  2. plantuml/plantuml · recommended 2×
  3. Microsoft Visio · recommended 2×
  4. Lucidchart · recommended 2×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    How to automatically generate professional technical diagrams from natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. Mermaid.js (mermaid-js/mermaid)
    2. ChatGPT
    3. Google Gemini
    4. Claude
    5. PlantUML (plantuml/plantuml)
    6. C4-PlantUML (plantuml-stdlib/C4-PlantUML)
    7. Structurizr
    8. Excalidraw (excalidraw/excalidraw)
    9. Microsoft Visio
    10. Lucidchart

    AI recommended 10 alternatives but never named yizhiyanhua-ai/fireworks-tech-graph. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can create complex AI agent workflow diagrams without manual drawing?
    you: not recommended
    AI recommended (in order):
    1. Mermaid.js (mermaid-js/mermaid)
    2. PlantUML (plantuml/plantuml)
    3. Draw.io (jgraph/drawio)
    4. Graphviz (graphviz/graphviz)
    5. Lucidchart
    6. Microsoft Visio
    7. LangChain (langchain-ai/langchain)

    AI recommended 7 alternatives but never named yizhiyanhua-ai/fireworks-tech-graph. 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 yizhiyanhua-ai/fireworks-tech-graph?
    pass
    AI did not name yizhiyanhua-ai/fireworks-tech-graph — 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 yizhiyanhua-ai/fireworks-tech-graph in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yizhiyanhua-ai/fireworks-tech-graph 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 yizhiyanhua-ai/fireworks-tech-graph solve, and who is the primary audience?
    pass
    AI did not name yizhiyanhua-ai/fireworks-tech-graph — 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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yizhiyanhua-ai/fireworks-tech-graph — 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