RRepoGEO

REPOGEO REPORT · LITE

ivanfioravanti/chatbot-ollama

Default branch main · commit a94704f8 · scanned 5/12/2026, 7:36:50 AM

GitHub: 1,884 stars · 319 forks

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 ivanfioravanti/chatbot-ollama, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ollama, chatbot, llm, local-llm, chat-ui, document-upload, image-input, code-blocks, self-hosted, ai-assistant
  • highreadme#2
    Reposition the README's 'About' section to highlight key features upfront

    Why:

    CURRENT
    # Chatbot Ollama

## About

Chatbot Ollama is an open source chat UI for Ollama.

This project is based on chatbot-ui by Mckay Wrigley.
    COPY-PASTE FIX
    # Chatbot Ollama

## About

Chatbot Ollama is a feature-rich, open-source chat UI for Ollama, designed for local LLM interaction with advanced capabilities. It supports document upload (PDF, TXT, MD), image input for vision models, and enhanced code block handling.

This project is based on chatbot-ui by Mckay Wrigley.
  • mediumreadme#3
    Clarify the project's license directly in the README

    Why:

    COPY-PASTE FIX
    Add this line to the 'About' section or create a new 'License' section: `This project's licensing details are available in the LICENSE file. Please consult it for specific terms.`

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 ivanfioravanti/chatbot-ollama
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 2×
  2. ollama/ollama · recommended 1×
  3. Mintplex-Labs/anythingllm · recommended 1×
  4. imartinez/privateGPT · recommended 1×
  5. langchain-ai/langchain · recommended 1×
  • CATEGORY QUERY
    What open source chat interface allows interacting with local LLMs and uploading documents?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama (ollama/ollama)
    3. AnythingLLM (Mintplex-Labs/anythingllm)
    4. PrivateGPT (imartinez/privateGPT)
    5. LangChain (langchain-ai/langchain)
    6. LocalAI (go-skynet/LocalAI)
    7. Gradio (gradio-app/gradio)
    8. Streamlit (streamlit/streamlit)
    9. LlamaIndex (run-llama/llama_index)
    10. Jan (janhq/jan)

    AI recommended 10 alternatives but never named ivanfioravanti/chatbot-ollama. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a self-hosted chat UI for local models supporting image input and code blocks.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Open WebUI
    3. LocalAI
    4. Chatbot UI
    5. LobeChat
    6. Ollama Web UI
    7. Text Generation WebUI (oobabooga/text-generation-webui)

    AI recommended 7 alternatives but never named ivanfioravanti/chatbot-ollama. 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 ivanfioravanti/chatbot-ollama?
    pass
    AI did not name ivanfioravanti/chatbot-ollama — 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 ivanfioravanti/chatbot-ollama in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ivanfioravanti/chatbot-ollama 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 ivanfioravanti/chatbot-ollama solve, and who is the primary audience?
    pass
    AI did not name ivanfioravanti/chatbot-ollama — 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?

Embed your GEO score

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MARKDOWN (README)
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ivanfioravanti/chatbot-ollama — 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