RRepoGEO

REPOGEO REPORT · LITE

JerryZLiu/Dayflow

Default branch main · commit 2b1ccfab · scanned 6/28/2026, 5:12:00 AM

GitHub: 6,271 stars · 343 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
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 JerryZLiu/Dayflow, 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
    Clarify README's opening statement to prevent miscategorization

    Why:

    CURRENT
    <p><strong>A private, automatic work journal for Mac.</strong></p>

  <p>
    Dayflow understands the work you do on your Mac and turns it into a clear timeline of your day.
    Built from the ground up for privacy, it’s open source, local-first, and can run entirely with local AI.
  </p>
    COPY-PASTE FIX
    <p><strong>A private, automatic work journal for Mac.</strong></p>

  <p>
    Dayflow understands the work you do on your Mac and turns it into a clear timeline of your day. Unlike generic task managers or LLM agent frameworks, it's built from the ground up for privacy, is open source, local-first, and can run entirely with local AI.
  </p>
  • mediumtopics#2
    Add specific productivity and journaling topics

    Why:

    CURRENT
    ai, chatgpt, claude, gemini, llm, lmstudio, ollama, productivity, productivity-tools, swift, time, timeline
    COPY-PASTE FIX
    productivity, productivity-tools, work-journal, screen-time-tracker, activity-tracker, mac-app, swift, time, timeline, ai, llm, ollama, lmstudio, local-first
  • mediumcomparison#3
    Add a 'Comparison to Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives

Dayflow stands out from tools like RescueTime, ManicTime, or ActivityWatch by focusing on generating a narrative work journal from your activity, rather than just raw time tracking. Unlike general note-taking apps or LLM agent frameworks, Dayflow is purpose-built for Mac users seeking a private, AI-powered summary of their day.

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 JerryZLiu/Dayflow
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ActivityWatch/activitywatch
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ActivityWatch/activitywatch · recommended 2×
  2. Obsidian · recommended 2×
  3. RescueTime · recommended 1×
  4. ManicTime · recommended 1×
  5. Toggl Track · recommended 1×
  • CATEGORY QUERY
    How to automatically generate a private work journal from my daily computer activity?
    you: not recommended
    AI recommended (in order):
    1. RescueTime
    2. ManicTime
    3. ActivityWatch (ActivityWatch/activitywatch)
    4. Toggl Track
    5. Zapier
    6. IFTTT
    7. Obsidian
    8. Snipaste
    9. Python
    10. psutil (giampaolo/psutil)
    11. pygetwindow (asweigart/pygetwindow)
    12. PowerShell
    13. AppleScript

    AI recommended 13 alternatives but never named JerryZLiu/Dayflow. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good local-first AI tools for Mac to analyze screen time and summarize work?
    you: not recommended
    AI recommended (in order):
    1. Rewind AI
    2. SaneBox
    3. Mem.ai
    4. Obsidian
    5. ActivityWatch (ActivityWatch/activitywatch)
    6. Snipd

    AI recommended 6 alternatives but never named JerryZLiu/Dayflow. 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 JerryZLiu/Dayflow?
    pass
    AI named JerryZLiu/Dayflow explicitly

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

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

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

Embed your GEO score

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JerryZLiu/Dayflow — 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