RRepoGEO

REPOGEO REPORT · LITE

SamPutnam/Index-2026

Default branch master · commit bc737000 · scanned 5/16/2026, 10:13:00 PM

GitHub: 2,184 stars · 95 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
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 SamPutnam/Index-2026, 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 purpose and remove contradictory AI-generated disclaimer

    Why:

    CURRENT
    # Index - 2026

Sam Putnam

This is an index of past and current *open source* projects, ordered by last substantive commit.

**alive**: in development  
**finished**: project goals met, implies usability & death  
**usable**: project is useful/runnable <br>
**dead**: no further development planned
<br>
<br>

Disclaimer: Just messing around. For videos visit https://www.youtube.com/@samputnam and for shorter videos visit https://tiktok.com/@samputnam.

i didnt write this. that would be crazy, which i'm not. i'm as normal as you are -> this was obviously generated by ai.

| name | client | field | last code commit | status | time in development |
    COPY-PASTE FIX
    # Sam Putnam's Open Source Project Index (2026 Edition)

This repository serves as a personal, chronological index and portfolio of Sam Putnam's past and current open-source projects, ordered by last substantive commit. It tracks project status (alive, finished, usable, dead) and key details, functioning as a public record of development activity.

**Project Status Definitions:**
*   **alive**: in development  
*   **finished**: project goals met, implies usability & death  
*   **usable**: project is useful/runnable 
*   **dead**: no further development planned

Disclaimer: This is a personal project for tracking purposes. For my video content, visit https://www.youtube.com/@samputnam and https://tiktok.com/@samputnam.
  • highabout#2
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    A personal, chronological index and portfolio of open-source projects, tracking their status and development activity.
  • hightopics#3
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    personal-portfolio, open-source-projects, project-index, development-log, project-status, portfolio, developer-portfolio

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 SamPutnam/Index-2026
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Trello
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Trello · recommended 2×
  2. GitHub Projects · recommended 1×
  3. GitLab Issues & Boards · recommended 1×
  4. Jira Software · recommended 1×
  5. Asana · recommended 1×
  • CATEGORY QUERY
    What tools help developers track the lifecycle and status of their open source projects?
    you: not recommended
    AI recommended (in order):
    1. GitHub Projects
    2. GitLab Issues & Boards
    3. Jira Software
    4. Trello
    5. Asana
    6. Linear
    7. Waffle.io
    8. ZenHub
    9. GitKraken Boards
    10. ClickUp

    AI recommended 10 alternatives but never named SamPutnam/Index-2026. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I create a personal index for open source projects I follow or contribute to?
    you: not recommended
    AI recommended (in order):
    1. Notion
    2. Obsidian
    3. Airtable
    4. GitHub Stars
    5. Trello
    6. Joplin
    7. Google Sheets/Microsoft Excel

    AI recommended 7 alternatives but never named SamPutnam/Index-2026. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 SamPutnam/Index-2026?
    pass
    AI named SamPutnam/Index-2026 explicitly

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

  • If a team adopts SamPutnam/Index-2026 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SamPutnam/Index-2026 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 SamPutnam/Index-2026 solve, and who is the primary audience?
    pass
    AI did not name SamPutnam/Index-2026 — 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite