REPOGEO REPORT · LITE

longy2k/obsidian-bmo-chatbot

Default branch main · commit db19e4ce · scanned 6/7/2026, 11:01:46 PM

GitHub: 529 stars · 66 forks

AI VISIBILITY SCORE

27 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 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 longy2k/obsidian-bmo-chatbot, 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

Explicitly state the full project name and common alias in the README's opening

Why:

CURRENT

Generate and brainstorm ideas while creating your notes using Large Language Models (LLMs) from Ollama, LM Studio, Anthropic, Google Gemini, Mistral AI, OpenAI, and more for Obsidian.

COPY-PASTE FIX

This is the official BMO Chatbot for Obsidian (often referred to as Obsidian BMO), designed to help you generate and brainstorm ideas while creating your notes using Large Language Models (LLMs) from Ollama, LM Studio, Anthropic, Google Gemini, Mistral AI, OpenAI, and more.

mediumtopics#2

Add more specific topics to improve category visibility

Why:

CURRENT

anthropic-claude, mistralai, obsidian-plugin, ollama, openai-api

COPY-PASTE FIX

anthropic-claude, mistralai, obsidian-plugin, ollama, openai-api, google-gemini, llm-chatbot, ai-assistant, knowledge-base, note-taking

lowcomparison#3

Add a 'Why BMO Chatbot?' section to highlight differentiators

Why:

COPY-PASTE FIX

## Why BMO Chatbot for Obsidian?

Unlike many tools that offer one-off text generation, BMO Chatbot provides a direct, conversational interface *within Obsidian* that is context-aware, leveraging your active note or selected text for dialogue. It focuses on deep integration and persistent chat history within your knowledge base.

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 longy2k/obsidian-bmo-chatbot

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Text Generator Plugin

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Text Generator Plugin · recommended 1×
Smart Connections Plugin · recommended 1×
Obsidian BMO · recommended 1×
Linter Plugin · recommended 1×
Obsidian Shell Commands Plugin · recommended 1×

CATEGORY QUERY
How can I integrate AI chatbots with various LLM providers into my Obsidian notes?
you: not recommended
AI recommended (in order):
1. Text Generator Plugin
2. Smart Connections Plugin
3. Obsidian BMO
4. Linter Plugin
5. Obsidian Shell Commands Plugin
6. Obsidian Advanced URI Plugin
AI recommended 6 alternatives but never named longy2k/obsidian-bmo-chatbot. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a tool to brainstorm ideas using self-hosted LLMs directly within my knowledge base.
you: not recommended
AI recommended (in order):
1. Obsidian
2. Text Generator
3. Smart Connections
4. Ollama
5. LM Studio
6. Hugging Face
7. Logseq
8. Logseq AI
9. AnyType
10. Joplin
11. VS Code
12. Continue
13. CodeGPT
AI recommended 13 alternatives but never named longy2k/obsidian-bmo-chatbot. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
pass
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 longy2k/obsidian-bmo-chatbot?
pass
AI did not name longy2k/obsidian-bmo-chatbot — 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 longy2k/obsidian-bmo-chatbot in production, what risks or prerequisites should they evaluate first?
pass
AI named longy2k/obsidian-bmo-chatbot 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 longy2k/obsidian-bmo-chatbot solve, and who is the primary audience?
pass
AI did not name longy2k/obsidian-bmo-chatbot — 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 longy2k/obsidian-bmo-chatbot. 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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HTML

<a href="https://repogeo.com/en/r/longy2k/obsidian-bmo-chatbot"><img src="https://repogeo.com/badge/longy2k/obsidian-bmo-chatbot.svg" alt="RepoGEO" /></a>

Pro

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longy2k/obsidian-bmo-chatbot — 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