RRepoGEO

REPOGEO REPORT · LITE

sparticleinc/chatgpt-google-summary-extension

Default branch main · commit bff54a73 · scanned 5/15/2026, 9:57:46 PM

GitHub: 2,048 stars · 273 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 sparticleinc/chatgpt-google-summary-extension, 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
    Add a "Why Glarity?" or "Key Differentiators" section to README

    Why:

    COPY-PASTE FIX
    ## Why Glarity Stands Out

- **Comprehensive Coverage:** Summarizes YouTube, Google, Twitter, and *any* webpage, including specialized sites like PubMed, Nikkei, and Bilibili.
- **Beyond Summaries:** Offers free side-by-side translations, email writing assistance (Gmail quick reply), and Web Content Q&A.
- **Cross-Platform & Open-Source:** Available for Chrome, Firefox, and Safari (iOS/macOS), with an active open-source community.
  • mediumtopics#2
    Expand topics to include more specific functionality and supported platforms

    Why:

    CURRENT
    browser-extension, chatgpt, chrome-extension, firefox-extension, google, google-chatgpt, youtube
    COPY-PASTE FIX
    browser-extension, chatgpt, chrome-extension, firefox-extension, google, google-chatgpt, youtube, ai-summarizer, web-summarizer, youtube-summary, google-search-summary, ai-assistant, productivity-tool, safari-extension, bilibili, twitter-summary
  • mediumreadme#3
    Condense and strengthen the README's opening paragraph

    Why:

    CURRENT
    Glarity Summary: an open-source ChatGPT Summary extension for YouTube, Google, Twitter, and any webpage. It provides cross-language summaries to effortlessly summarize videos, searches, PDFs, emails, and webpages. It supports free side-by-side translations, email writing assistance, Web Content Q&A, and much more
    COPY-PASTE FIX
    Glarity Summary is an open-source ChatGPT extension providing AI-powered summaries directly on YouTube, Google, Twitter, and *any* webpage. It offers cross-language summaries, side-by-side translations, email writing, and Web Content Q&A, making it your comprehensive AI assistant for web content.

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 sparticleinc/chatgpt-google-summary-extension
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Perplexity AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Perplexity AI · recommended 1×
  2. ChatGPT · recommended 1×
  3. Monica AI Copilot · recommended 1×
  4. Sider AI Sidebar · recommended 1×
  5. Notion AI · recommended 1×
  • CATEGORY QUERY
    How can I get AI-powered summaries of web pages and search results?
    you: not recommended
    AI recommended (in order):
    1. Perplexity AI
    2. ChatGPT
    3. Monica AI Copilot
    4. Sider AI Sidebar
    5. Notion AI
    6. Reader (by Readwise)
    7. Microsoft Copilot

    AI recommended 7 alternatives but never named sparticleinc/chatgpt-google-summary-extension. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What browser extensions provide ChatGPT summaries for YouTube videos and search queries?
    you: not recommended
    AI recommended (in order):
    1. YouTube Summary with ChatGPT & Claude
    2. ChatGPT for Google
    3. Eightify - YouTube Summary with ChatGPT
    4. Summarize - ChatGPT AI Summarizer
    5. ChatGPT Summary for YouTube

    AI recommended 5 alternatives but never named sparticleinc/chatgpt-google-summary-extension. 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 sparticleinc/chatgpt-google-summary-extension?
    pass
    AI did not name sparticleinc/chatgpt-google-summary-extension — 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 sparticleinc/chatgpt-google-summary-extension in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sparticleinc/chatgpt-google-summary-extension 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 sparticleinc/chatgpt-google-summary-extension solve, and who is the primary audience?
    pass
    AI named sparticleinc/chatgpt-google-summary-extension explicitly

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

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