RRepoGEO

REPOGEO REPORT · LITE

AndersonBY/vector-vein

Default branch main · commit b231bafc · scanned 6/14/2026, 6:26:41 AM

GitHub: 942 stars · 143 forks

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 AndersonBY/vector-vein, 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 H1 and opening paragraph for clarity

    Why:

    CURRENT
    # 🔀 VectorVein

Build your automation workflow with the power of AI and your personal knowledge base.

Create powerful workflows with just drag and drop, without any programming.
    COPY-PASTE FIX
    # 🔀 VectorVein: No-Code AI Agent Workflow Builder

VectorVein is a desktop application that empowers you to build powerful AI agent workflows with a simple drag-and-drop interface, requiring no programming. Inspired by LangChain and Langflow, it enables intelligent automation for daily tasks by combining large language models with your personal knowledge base.
  • hightopics#2
    Add more specific topics for better categorization

    Why:

    CURRENT
    ai, openai, python, workflow
    COPY-PASTE FIX
    ai, openai, python, workflow, no-code, low-code, ai-agents, langflow, automation, visual-programming
  • mediumreadme#3
    Add a prominent 'Project Status & License' section

    Why:

    COPY-PASTE FIX
    ## ⚠️ Project Status & License

**Important:** VectorVein is a hobby project and is not intended for production use.

This project is distributed under [describe your license here, e.g., 'a custom license combining elements of X and Y']. Please refer to the LICENSE file for full details.

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 AndersonBY/vector-vein
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Voiceflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Voiceflow · recommended 1×
  2. Zapier Interfaces · recommended 1×
  3. activepieces/activepieces · recommended 1×
  4. Bubble · recommended 1×
  5. Make · recommended 1×
  • CATEGORY QUERY
    Looking for a no-code platform to visually design and deploy AI agent workflows.
    you: not recommended
    AI recommended (in order):
    1. Voiceflow
    2. Zapier Interfaces
    3. Activepieces (activepieces/activepieces)
    4. Bubble
    5. Make
    6. Softr
    7. ChatGPT Team/Enterprise

    AI recommended 7 alternatives but never named AndersonBY/vector-vein. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Python tools for building custom AI application flows without extensive coding?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. Gradio
    5. Streamlit
    6. OpenAI Python Library

    AI recommended 6 alternatives but never named AndersonBY/vector-vein. 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 AndersonBY/vector-vein?
    pass
    AI did not name AndersonBY/vector-vein — 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 AndersonBY/vector-vein in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name AndersonBY/vector-vein — 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?

  • In one sentence, what problem does the repo AndersonBY/vector-vein solve, and who is the primary audience?
    pass
    AI named AndersonBY/vector-vein explicitly

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

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AndersonBY/vector-vein — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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