RRepoGEO

REPOGEO REPORT · LITE

myreader-io/myGPTReader

Default branch main · commit 4ecc0b13 · scanned 5/27/2026, 12:42:55 AM

GitHub: 4,421 stars · 443 forks

AI VISIBILITY SCORE
33 /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
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 myreader-io/myGPTReader, 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 to clarify its identity as a Slack bot

    Why:

    CURRENT
    <p align="center">
    <em>A community-driven way to read and chat with AI bots - powered by chatGPT.</em>
</p>
    COPY-PASTE FIX
    <p align="center">
    <em>myGPTReader is a powerful Slack bot that leverages AI (powered by ChatGPT) to help you read, summarize, and chat about web articles, documents, and daily news directly within your Slack workspace.</em>
</p>
  • mediumreadme#2
    Add a clear differentiator statement to the README

    Why:

    COPY-PASTE FIX
    Integrate a short section (e.g., 'Why myGPTReader?') or a clear statement within the 'About' section, emphasizing its unique value as a dedicated Slack bot for content summarization and interaction, specifically designed for efficient information consumption within a team's workflow, unlike general-purpose AI chatbots.
  • lowreadme#3
    Ensure README prominently features keywords from relevant topics

    Why:

    CURRENT
    The 'About' section mentions 'myGPTReader is a bot on Slack', but this isn't in the very first lines. 'Hot News Today' is a feature, but 'daily news summaries' isn't explicitly in the intro.
    COPY-PASTE FIX
    Ensure the introductory paragraph and the 'About' section prominently feature phrases like 'Slack bot', 'daily news summaries', 'web article summarization', and 'document reader' to directly echo the `slack-bot`, `daily-news`, and `reader` topics.

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 myreader-io/myGPTReader
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 2×
  2. Perplexity AI · recommended 2×
  3. Google Gemini · recommended 2×
  4. Claude · recommended 1×
  5. Notion AI · recommended 1×
  • CATEGORY QUERY
    How to summarize web articles or documents using an AI chatbot?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Claude
    3. Perplexity AI
    4. Google Gemini
    5. Notion AI
    6. QuillBot
    7. TLDR This

    AI recommended 7 alternatives but never named myreader-io/myGPTReader. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to get daily news summaries and chat about them with an AI?
    you: not recommended
    AI recommended (in order):
    1. Artifact
    2. ChatGPT
    3. Perplexity AI
    4. Google Gemini
    5. NewsGPT
    6. Feedly

    AI recommended 6 alternatives but never named myreader-io/myGPTReader. 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 myreader-io/myGPTReader?
    pass
    AI did not name myreader-io/myGPTReader — 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 myreader-io/myGPTReader in production, what risks or prerequisites should they evaluate first?
    pass
    AI named myreader-io/myGPTReader 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 myreader-io/myGPTReader solve, and who is the primary audience?
    pass
    AI named myreader-io/myGPTReader explicitly

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

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