REPOGEO REPORT · LITE

pfrankov/obsidian-local-gpt

Default branch master · commit 63cd3bc9 · scanned 6/11/2026, 12:12:12 AM

GitHub: 654 stars · 54 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 pfrankov/obsidian-local-gpt, 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

obsidian, obsidian-plugin, llm, local-llm, ollama, gpt, ai, privacy, offline, markdown

highreadme#2

Reposition the README's opening statement

Why:

CURRENT

# Local GPT plugin for Obsidian

_No speedup. MacBook Pro 13, M1, 16GB, Ollama, orca-mini._ 

The plugin allows you to open a context menu on selected text to pick an AI assistant action or open the Action Palette to run a one-time action.
The most casual AI assistant for Obsidian.

COPY-PASTE FIX

# Local GPT plugin for Obsidian: Private, Offline AI Assistance for Your Notes

Integrate powerful local AI models like Ollama directly into Obsidian for maximum privacy and offline access. This plugin allows you to use selected text to trigger AI actions, summarize content, fix grammar, and extract insights, all without sending your data to the cloud.

mediumreadme#3

Add a sentence to the README's introduction to further differentiate from standalone LLM tools

Why:

COPY-PASTE FIX

Unlike standalone LLM tools, this plugin seamlessly integrates local AI capabilities directly into your Obsidian workflow, allowing you to leverage powerful models for note-taking, research, and content creation without leaving your vault.

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 pfrankov/obsidian-local-gpt

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Ollama

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Ollama · recommended 2×
llama.cpp · recommended 1×
llama-cpp-python · recommended 1×
ctransformers · recommended 1×
sentence-transformers · recommended 1×

CATEGORY QUERY
How to integrate a private, offline AI assistant directly into my Markdown notes application?
you: not recommended
AI recommended (in order):
1. llama.cpp
2. llama-cpp-python
3. ctransformers
4. Ollama
5. sentence-transformers
6. Transformers.js
7. Spacy
AI recommended 7 alternatives but never named pfrankov/obsidian-local-gpt. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a local AI tool for summarizing and extracting insights from notes, including linked content.
you: not recommended
AI recommended (in order):
1. Obsidian
2. Smart Connections
3. Text Generator
4. Dataview
5. Ollama
6. Logseq
7. Logseq AI
8. SmartBlocks
9. Mem.ai
10. Zotero
11. Zotero AI
12. AnyText
13. Personal AI
AI recommended 13 alternatives but never named pfrankov/obsidian-local-gpt. 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 pfrankov/obsidian-local-gpt?
pass
AI did not name pfrankov/obsidian-local-gpt — 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 pfrankov/obsidian-local-gpt in production, what risks or prerequisites should they evaluate first?
pass
AI named pfrankov/obsidian-local-gpt 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 pfrankov/obsidian-local-gpt solve, and who is the primary audience?
pass
AI did not name pfrankov/obsidian-local-gpt — 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 pfrankov/obsidian-local-gpt. 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)

[![RepoGEO](https://repogeo.com/badge/pfrankov/obsidian-local-gpt.svg)](https://repogeo.com/en/r/pfrankov/obsidian-local-gpt)

HTML

<a href="https://repogeo.com/en/r/pfrankov/obsidian-local-gpt"><img src="https://repogeo.com/badge/pfrankov/obsidian-local-gpt.svg" alt="RepoGEO" /></a>

Pro

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pfrankov/obsidian-local-gpt — 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