RRepoGEO

REPOGEO REPORT · LITE

jasonjmcghee/rem

Default branch main · commit f4f68049 · scanned 5/30/2026, 1:07:13 PM

GitHub: 2,479 stars · 77 forks

AI VISIBILITY SCORE
40 /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
3 / 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 jasonjmcghee/rem, 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 the README H1 and opening paragraph to clearly state the project's purpose

    Why:

    CURRENT
    # rem

🧠 Remember everything. (very alpha - download anyway)
    COPY-PASTE FIX
    # rem: Your Open Source macOS Digital Memory Assistant

🧠 Rem is an open-source macOS application that locally records everything you view on your Mac, enabling powerful search and recall to enhance your digital memory and productivity. (very alpha - download anyway)
  • highabout#2
    Refine the 'About' description for maximum clarity and keyword reinforcement

    Why:

    CURRENT
    An open source approach to locally record and enable searching everything you view on your Mac.
    COPY-PASTE FIX
    Rem: An open source macOS app to locally record and enable searching everything you view on your Mac, enhancing digital memory and recall.
  • mediumtopics#3
    Update repository topics to remove typos and competitor names, and add more descriptive terms

    Why:

    CURRENT
    local, macos, memory, producitivity, recall, rewind, search, swift, swiftui, utilities
    COPY-PASTE FIX
    macos, local, memory, productivity, recall, search, swift, swiftui, utilities, digital-memory, screen-recording, personal-ai

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 jasonjmcghee/rem
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Alfred
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Alfred · recommended 2×
  2. Obsidian · recommended 2×
  3. Rewind AI · recommended 1×
  4. Screenotate · recommended 1×
  5. Spotlight · recommended 1×
  • CATEGORY QUERY
    How can I locally record and search everything I view on my macOS device?
    you: not recommended
    AI recommended (in order):
    1. Rewind AI
    2. Screenotate
    3. Spotlight
    4. Alfred
    5. Mem.ai
    6. Obsidian
    7. Obsidian OCR
    8. Webpage Archiver
    9. Snipaste
    10. DevonThink

    AI recommended 10 alternatives but never named jasonjmcghee/rem. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open source tools help improve digital memory and recall for Mac users?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Anki
    3. Logseq
    4. Zotero
    5. Raycast
    6. Alfred
    7. Simplenote

    AI recommended 7 alternatives but never named jasonjmcghee/rem. 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 jasonjmcghee/rem?
    pass
    AI named jasonjmcghee/rem explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts jasonjmcghee/rem in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jasonjmcghee/rem 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 jasonjmcghee/rem solve, and who is the primary audience?
    pass
    AI named jasonjmcghee/rem explicitly

    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 jasonjmcghee/rem. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/jasonjmcghee/rem.svg)](https://repogeo.com/en/r/jasonjmcghee/rem)
HTML
<a href="https://repogeo.com/en/r/jasonjmcghee/rem"><img src="https://repogeo.com/badge/jasonjmcghee/rem.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

jasonjmcghee/rem — 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