RRepoGEO

REPOGEO REPORT · LITE

saharmor/awesome-chatgpt

Default branch main · commit 2c60f6db · scanned 6/3/2026, 2:07:51 AM

GitHub: 580 stars · 45 forks

AI VISIBILITY SCORE
28 /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
2 / 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 saharmor/awesome-chatgpt, 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 H1 to specify category

    Why:

    CURRENT
    # awesome-chatgpt
    COPY-PASTE FIX
    # awesome-chatgpt: A Curated List of ChatGPT Demos, Tools, Articles, and Resources
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0).
  • mediumabout#3
    Update the 'About' description to be more explicit

    Why:

    CURRENT
    Selected ChatGPT demos, tools, articles, and more ✨
    COPY-PASTE FIX
    A curated list of awesome ChatGPT demos, tools, articles, and resources. ✨

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 saharmor/awesome-chatgpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Hub
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Hub · recommended 1×
  2. OpenAI Playground · recommended 1×
  3. Google AI Studio · recommended 1×
  4. Gemini API · recommended 1×
  5. RunwayML · recommended 1×
  • CATEGORY QUERY
    What are essential tools and resources for exploring generative AI applications and demos?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. OpenAI Playground
    3. Google AI Studio
    4. Gemini API
    5. RunwayML
    6. Midjourney
    7. Stable Diffusion
    8. Automatic1111
    9. ComfyUI
    10. ElevenLabs

    AI recommended 10 alternatives but never named saharmor/awesome-chatgpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking ways to integrate powerful conversational AI into messaging platforms and browsers.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud Dialogflow CX / Dialogflow ES
    3. Microsoft Azure AI Bot Service with Azure OpenAI Service
    4. Hugging Face Transformers (huggingface/transformers)
    5. Cohere API
    6. Anthropic Claude API

    AI recommended 6 alternatives but never named saharmor/awesome-chatgpt. 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 saharmor/awesome-chatgpt?
    pass
    AI did not name saharmor/awesome-chatgpt — 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 saharmor/awesome-chatgpt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named saharmor/awesome-chatgpt 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 saharmor/awesome-chatgpt solve, and who is the primary audience?
    pass
    AI named saharmor/awesome-chatgpt explicitly

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

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saharmor/awesome-chatgpt — RepoGEO report