RRepoGEO

REPOGEO REPORT · LITE

SamurAIGPT/Open-Custom-GPT

Default branch main · commit 46d43600 · scanned 6/30/2026, 12:33:39 PM

GitHub: 1,789 stars · 332 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 SamurAIGPT/Open-Custom-GPT, 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
  • highabout#1
    Clarify the repository description to explicitly state it's an awesome list, not a framework

    Why:

    CURRENT
    A curated list of skills, plugins, tools, integrations, and resources for Hermes Agent by Nous Research
    COPY-PASTE FIX
    An awesome list: curated skills, plugins, tools, integrations, and resources for Hermes Agent by Nous Research. This is NOT a framework for building custom GPTs.
  • mediumreadme#2
    Add a prominent disclaimer in the README's opening to counter the 'framework' misinterpretation

    Why:

    CURRENT
    > A hand-picked collection of skills, plugins, tools, integrations, and community resources for Hermes Agent — the self-evolving AI agent from Nous Research.
    COPY-PASTE FIX
    > **This is an awesome list, NOT a framework for building custom GPTs.** It's a hand-picked collection of skills, plugins, tools, integrations, and community resources for Hermes Agent — the self-evolving AI agent from Nous Research.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/SamurAIGPT/Open-Custom-GPT

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 SamurAIGPT/Open-Custom-GPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Awesome-AGI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Awesome-AGI · recommended 1×
  2. LlamaIndex · recommended 1×
  3. LangChain · recommended 1×
  4. AgentGPT · recommended 1×
  5. Auto-GPT · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of tools and integrations for autonomous AI agents?
    you: not recommended
    AI recommended (in order):
    1. Awesome-AGI
    2. LlamaIndex
    3. LangChain
    4. AgentGPT
    5. Auto-GPT
    6. Hugging Face
    7. Pinecone
    8. Weaviate
    9. Chroma
    10. The Batch
    11. DeepLearning.AI
    12. Towards Data Science

    AI recommended 12 alternatives but never named SamurAIGPT/Open-Custom-GPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best plugins and resources for developing self-evolving conversational AI systems?
    you: not recommended
    AI recommended (in order):
    1. Rasa (RasaHQ/rasa)
    2. OpenAI API
    3. Hugging Face Transformers (huggingface/transformers)
    4. DeepPavlov (deepmipt/DeepPavlov)
    5. Google Dialogflow CX
    6. LangChain (langchain-ai/langchain)
    7. PyTorch (pytorch/pytorch)
    8. TensorFlow (tensorflow/tensorflow)

    AI recommended 8 alternatives but never named SamurAIGPT/Open-Custom-GPT. 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 SamurAIGPT/Open-Custom-GPT?
    pass
    AI named SamurAIGPT/Open-Custom-GPT explicitly

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

  • If a team adopts SamurAIGPT/Open-Custom-GPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SamurAIGPT/Open-Custom-GPT 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 SamurAIGPT/Open-Custom-GPT solve, and who is the primary audience?
    pass
    AI named SamurAIGPT/Open-Custom-GPT 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 SamurAIGPT/Open-Custom-GPT. 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/SamurAIGPT/Open-Custom-GPT.svg)](https://repogeo.com/en/r/SamurAIGPT/Open-Custom-GPT)
HTML
<a href="https://repogeo.com/en/r/SamurAIGPT/Open-Custom-GPT"><img src="https://repogeo.com/badge/SamurAIGPT/Open-Custom-GPT.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

SamurAIGPT/Open-Custom-GPT — 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