RRepoGEO

REPOGEO REPORT · LITE

1692775560/deepseek_project

Default branch main · commit cf6b7ab7 · scanned 5/12/2026, 2:22:43 PM

GitHub: 1,344 stars · 225 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 1692775560/deepseek_project, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics for LLM tools and web search

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    llm, large-language-models, web-search, deepseek, ai-assistant, chatbot, model-deployment, python
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    (Create a LICENSE file in the root of the repository, e.g., with an MIT or Apache-2.0 license, or specify the intended license clearly in the README if it's a custom license.)

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 1692775560/deepseek_project
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gradio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gradio · recommended 1×
  2. Streamlit · recommended 1×
  3. Hugging Face Spaces · recommended 1×
  4. FastAPI · recommended 1×
  5. React · recommended 1×
  • CATEGORY QUERY
    How to deploy an open-source large language model with an interactive web frontend?
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. Hugging Face Spaces
    4. FastAPI
    5. React
    6. Vue.js
    7. Svelte
    8. Flask
    9. Django
    10. Jinja2
    11. HTMX
    12. Llama.cpp

    AI recommended 12 alternatives but never named 1692775560/deepseek_project. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for adding real-time web search to a local LLM?
    you: not recommended
    AI recommended (in order):
    1. Serper API
    2. LangChain
    3. LlamaIndex
    4. Google Custom Search API
    5. Brave Search API
    6. Bing Web Search API
    7. You.com API
    8. ScrapingBee
    9. Bright Data

    AI recommended 9 alternatives but never named 1692775560/deepseek_project. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 1692775560/deepseek_project?
    pass
    AI named 1692775560/deepseek_project explicitly

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

  • If a team adopts 1692775560/deepseek_project in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 1692775560/deepseek_project 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 1692775560/deepseek_project solve, and who is the primary audience?
    pass
    AI did not name 1692775560/deepseek_project — 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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  • Brand-free category queries5 vs 2 in Lite
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