RRepoGEO

REPOGEO REPORT · LITE

iannuttall/claude-sessions

Default branch main · commit c50709bd · scanned 6/27/2026, 12:07:47 PM

GitHub: 1,204 stars · 139 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
28 /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
2 / 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 iannuttall/claude-sessions, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 to specify AI development session management

    Why:

    CURRENT
    # Claude Code Session Management Commands
    COPY-PASTE FIX
    # Custom Slash Commands for Claude Code: AI Development Session Management
  • mediumabout#2
    Clarify the GitHub repository description to emphasize AI coding assistant

    Why:

    CURRENT
    Custom slash commands for Claude Code that provide comprehensive development session tracking and documentation
    COPY-PASTE FIX
    Custom slash commands for Claude Code, an AI coding assistant, to provide comprehensive development session tracking and documentation.

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 iannuttall/claude-sessions
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jupyter Notebooks
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Jupyter Notebooks · recommended 1×
  2. Google Colab · recommended 1×
  3. VS Code · recommended 1×
  4. CodeTour · recommended 1×
  5. Bookmarks · recommended 1×
  • CATEGORY QUERY
    How to document my progress and decisions when using an AI coding assistant?
    you: not recommended
    AI recommended (in order):
    1. Jupyter Notebooks
    2. Google Colab
    3. VS Code
    4. CodeTour
    5. Bookmarks
    6. Git
    7. Obsidian
    8. Notion
    9. Confluence

    AI recommended 9 alternatives but never named iannuttall/claude-sessions. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to manage coding session history and context with an AI pair programmer?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue (continue-page/continue)
    3. Codeium
    4. GitHub Copilot Chat (github/copilot)
    5. Tabnine Chat
    6. Smol developer (smol-ai/smol-developer)

    AI recommended 6 alternatives but never named iannuttall/claude-sessions. 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 iannuttall/claude-sessions?
    pass
    AI named iannuttall/claude-sessions explicitly

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

  • If a team adopts iannuttall/claude-sessions in production, what risks or prerequisites should they evaluate first?
    pass
    AI named iannuttall/claude-sessions 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 iannuttall/claude-sessions solve, and who is the primary audience?
    pass
    AI did not name iannuttall/claude-sessions — 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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iannuttall/claude-sessions — 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