RRepoGEO

REPOGEO REPORT · LITE

KalyanM45/AI-Project-Gallery

Default branch main · commit 9d599744 · scanned 5/18/2026, 3:58:13 PM

GitHub: 5,577 stars · 1,110 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
22 /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
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 KalyanM45/AI-Project-Gallery, 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 opening to emphasize 'curated gallery of end-to-end projects'

    Why:

    COPY-PASTE FIX
    Add this as the very first line of your README:

# My AI Project Gallery: End-to-End Implementations in Machine Learning, Deep Learning, and Generative AI

Welcome to my curated gallery of practical Artificial Intelligence projects, showcasing end-to-end implementations across Machine Learning, Deep Learning, and Generative AI. This repository serves as a comprehensive collection of my work, demonstrating advanced techniques and concepts through real-world applications.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a new file named `LICENSE` in the root of your repository and add the text of an open-source license, such as the MIT License, to it.
  • mediumhomepage#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    Set the homepage URL in your repository's 'About' section to `https://github.com/KalyanM45/AI-Project-Gallery` (or your personal portfolio if you have one).

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 KalyanM45/AI-Project-Gallery
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Kaggle
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Kaggle · recommended 1×
  2. GitHub · recommended 1×
  3. Papers With Code · recommended 1×
  4. Towards Data Science · recommended 1×
  5. Analytics Vidhya · recommended 1×
  • CATEGORY QUERY
    Where can I find diverse end-to-end machine learning and deep learning project examples?
    you: not recommended
    AI recommended (in order):
    1. Kaggle
    2. GitHub
    3. Papers With Code
    4. Towards Data Science
    5. Analytics Vidhya
    6. fast.ai
    7. TensorFlow
    8. PyTorch

    AI recommended 8 alternatives but never named KalyanM45/AI-Project-Gallery. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Show me practical generative AI and large language model project implementations.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Pinecone
    3. Weaviate (weaviate/weaviate)
    4. React (facebook/react)
    5. Streamlit (streamlit/streamlit)
    6. Anthropic Claude
    7. LangChain (langchain-ai/langchain)
    8. LlamaIndex (run-llama/llama_index)
    9. GitHub Copilot
    10. Google Gemini Pro
    11. Mistral 7B
    12. Hugging Face Transformers (huggingface/transformers)
    13. vLLM (vllm-project/vllm)
    14. AI21 Labs Jurassic-2
    15. Unity
    16. Unreal Engine (EpicGames/UnrealEngine)
    17. OpenAI Whisper (openai/whisper)
    18. Google Cloud Speech-to-Text
    19. Google Cloud Text-to-Speech
    20. ElevenLabs

    AI recommended 20 alternatives but never named KalyanM45/AI-Project-Gallery. 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 KalyanM45/AI-Project-Gallery?
    pass
    AI did not name KalyanM45/AI-Project-Gallery — 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 KalyanM45/AI-Project-Gallery in production, what risks or prerequisites should they evaluate first?
    pass
    AI named KalyanM45/AI-Project-Gallery 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 KalyanM45/AI-Project-Gallery solve, and who is the primary audience?
    pass
    AI did not name KalyanM45/AI-Project-Gallery — 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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KalyanM45/AI-Project-Gallery — 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