RRepoGEO

REPOGEO REPORT · LITE

briansunter/logseq-plugin-gpt3-openai

Default branch master · commit 0d508ca3 · scanned 6/10/2026, 5:52:03 PM

GitHub: 745 stars · 84 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
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 briansunter/logseq-plugin-gpt3-openai, 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
    Reposition README's opening paragraph to emphasize Logseq integration

    Why:

    CURRENT
    <p align="center"> A plugin for GPT-3 AI assisted note taking in Logseq. Uses OpenAI's ChatGPT API `gpt-3.5-turbo` model by default.
    COPY-PASTE FIX
    <p align="center"> A powerful Logseq plugin for AI-assisted note-taking, leveraging OpenAI's ChatGPT API (`gpt-3.5-turbo` by default) to generate, summarize, and enhance your knowledge graph directly within Logseq.
  • mediumtopics#2
    Refine topics for better Logseq plugin and AI integration specificity

    Why:

    CURRENT
    dall-e, gpt-3, gpt-4, gpt3, logseq, logseq-plugin, openai, typescript
    COPY-PASTE FIX
    gpt-3, gpt-4, gpt3, logseq, logseq-plugin, openai, typescript, pkm, ai-plugin, note-taking-ai, knowledge-graph
  • lowreadme#3
    Add a "Key Features" or "Why This Plugin?" section to the README

    Why:

    COPY-PASTE FIX
    ## Key Features

- **Seamless Logseq Integration:** Generate, summarize, and enhance notes directly within your Logseq blocks.
- **Contextual AI Prompts:** Utilize selected blocks as input for highly relevant AI responses.
- **Flexible Output:** Preview, insert, replace, or regenerate AI suggestions with ease.
- **Customizable Prompts:** Define and use your own prompts for tailored AI assistance.
- **OpenAI Powered:** Leverages OpenAI's `gpt-3.5-turbo` model by default, with support for other models.

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 briansunter/logseq-plugin-gpt3-openai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 2×
  2. Smart Connections · recommended 2×
  3. Logseq · recommended 2×
  4. Mem.ai · recommended 2×
  5. Notion AI · recommended 2×
  • CATEGORY QUERY
    How to integrate AI for smart note-taking and content generation in a knowledge graph?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Dataview
    3. Text Generator Plugin
    4. OpenAI's GPT models
    5. Smart Connections
    6. Knowledge Graph Plugin
    7. Logseq
    8. Mem.ai
    9. Notion AI
    10. Notion
    11. Roam Research
    12. Neo4j
    13. spaCy
    14. NLTK
    15. Hugging Face Transformers
    16. Kuzu.ai

    AI recommended 16 alternatives but never named briansunter/logseq-plugin-gpt3-openai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate text or summarize notes using AI in a PKM application?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Smart Connections
    3. Text Generator
    4. Note Refactor
    5. OpenAI's GPT series (ChatGPT)
    6. Mem.ai
    7. Notion AI
    8. Logseq
    9. Logseq AI Assistant
    10. Roam Research
    11. Roam AI
    12. Capacities
    13. Craft

    AI recommended 13 alternatives but never named briansunter/logseq-plugin-gpt3-openai. 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 briansunter/logseq-plugin-gpt3-openai?
    pass
    AI did not name briansunter/logseq-plugin-gpt3-openai — 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 briansunter/logseq-plugin-gpt3-openai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named briansunter/logseq-plugin-gpt3-openai 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 briansunter/logseq-plugin-gpt3-openai solve, and who is the primary audience?
    pass
    AI did not name briansunter/logseq-plugin-gpt3-openai — 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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briansunter/logseq-plugin-gpt3-openai — 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