RRepoGEO

REPOGEO REPORT · LITE

ivanfioravanti/chatbot-ollama

Default branch main · commit a94704f8 · scanned 6/22/2026, 1:46:38 PM

GitHub: 1,888 stars · 317 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 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 for discoverability

    Why:

    COPY-PASTE FIX
    ollama, chatbot, chat-ui, local-llm, self-hosted, ai-chatbot, large-language-models, document-upload, image-upload
  • highreadme#2
    Expand README's 'About' section for clearer positioning

    Why:

    CURRENT
    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 is an open-source, self-hosted chat UI specifically designed for Ollama, enabling private and local interactions with large language models. It extends the foundation of chatbot-ui by Mckay Wrigley with advanced features like document and image upload, polished UI themes, and robust conversation tools, making it a powerful alternative for local LLM enthusiasts and teams.
  • mediumlicense#3
    Add license clarification to README

    Why:

    COPY-PASTE FIX
    ## License
This project includes a LICENSE file. Please refer to it for specific terms and conditions regarding usage and distribution.

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
LobeChat
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LobeChat · recommended 1×
  2. Chatbot UI · recommended 1×
  3. LocalAI · recommended 1×
  4. Open WebUI · recommended 1×
  5. PrivateGPT · recommended 1×
  • CATEGORY QUERY
    Seeking an open-source chat UI for local language models with document and image upload.
    you: not recommended
    AI recommended (in order):
    1. LobeChat
    2. Chatbot UI
    3. LocalAI
    4. Open WebUI
    5. PrivateGPT

    AI recommended 5 alternatives but never named ivanfioravanti/chatbot-ollama. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best self-hosted chat interfaces for local LLMs offering advanced UI features?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama Web UI
    3. Ollama

    AI recommended 3 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

Drop this badge into the README of ivanfioravanti/chatbot-ollama. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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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