RRepoGEO

REPOGEO REPORT · LITE

kreneskyp/ix

Default branch master · commit d5868fc1 · scanned 6/22/2026, 8:31:45 PM

GitHub: 1,043 stars · 129 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 kreneskyp/ix, 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 the README's opening to highlight the no-code agent platform

    Why:

    CURRENT
    Amidst the swirling sands of the cosmos, Ix stands as an enigmatic jewel, where the brilliance of human ingenuity dances on the edge of forbidden knowledge, casting a shadow of intrigue over the galaxy.

- Atreides Scribe, The Chronicles of Ixian Innovation
    COPY-PASTE FIX
    iX is a powerful platform for designing and deploying autonomous and semi-autonomous LLM-powered agents and workflows. It features a unique no-code agent editor, enabling rapid creation and testing of AI agents for tasks like QA chatbots, code generation, and data analysis.
  • hightopics#2
    Add specific topics for AI agents, no-code, and workflow automation

    Why:

    CURRENT
    ai, gpt-4, openai, python
    COPY-PASTE FIX
    ai-agents, llm-agents, no-code, agent-platform, workflow-automation, gpt-4, openai, python
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a URL to the project's official website, documentation, or a dedicated landing page (e.g., `https://ix.kreneskyp.com` or `https://github.com/kreneskyp/ix/wiki`).

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 kreneskyp/ix
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. run-llama/llama_index · recommended 1×
  3. Significant-Gravitas/AutoGPT · recommended 1×
  4. joaomdmoura/crewAI · recommended 1×
  5. deepset-ai/haystack · recommended 1×
  • CATEGORY QUERY
    How can I build autonomous LLM-powered agents for automating complex workflows and tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. AutoGPT (Significant-Gravitas/AutoGPT)
    4. CrewAI (joaomdmoura/crewAI)
    5. Haystack (deepset-ai/haystack)
    6. Microsoft AutoGen (microsoft/autogen)

    AI recommended 6 alternatives but never named kreneskyp/ix. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What platforms offer a no-code editor for creating AI agents with various language models?
    you: not recommended
    AI recommended (in order):
    1. Voiceflow
    2. Zapier Interfaces
    3. Bubble.io
    4. Softr
    5. Activechat.ai

    AI recommended 5 alternatives but never named kreneskyp/ix. 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 kreneskyp/ix?
    pass
    AI named kreneskyp/ix explicitly

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

  • If a team adopts kreneskyp/ix in production, what risks or prerequisites should they evaluate first?
    pass
    AI named kreneskyp/ix 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 kreneskyp/ix solve, and who is the primary audience?
    pass
    AI named kreneskyp/ix 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 kreneskyp/ix. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/kreneskyp/ix.svg)](https://repogeo.com/en/r/kreneskyp/ix)
HTML
<a href="https://repogeo.com/en/r/kreneskyp/ix"><img src="https://repogeo.com/badge/kreneskyp/ix.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

kreneskyp/ix — 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