RRepoGEO

REPOGEO REPORT · LITE

sparticleinc/chatgpt-google-summary-extension

Default branch main · commit bff54a73 · scanned 6/26/2026, 5:22:53 PM

GitHub: 2,055 stars · 273 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
27 /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
1 / 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
  • hightopics#1
    Add more specific topics for AI summarization and copilot functionality

    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, content-summarization, ai-copilot, web-summarizer, translation-tool, ai-assistant
  • highreadme#2
    Reposition the README's opening sentence to clearly state its AI-powered summarization and translation copilot role

    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 is an open-source, AI-powered browser extension that acts as your personal copilot for web content. It provides instant, cross-language ChatGPT summaries for Google search results, YouTube videos, and any webpage, alongside powerful side-by-side translation, email writing assistance, and Web Content Q&A.
  • mediumreadme#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

(Add a section here comparing Glarity's unique features and advantages against popular alternatives like Monica - Your AI Copilot, Perplexity AI, ChatGPT for Google, Glasp, Sider, QuillBot, DeepL Translate, etc.)

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
QuillBot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. QuillBot · recommended 2×
  2. Monica - Your AI Copilot · recommended 1×
  3. Perplexity AI · recommended 1×
  4. ChatGPT for Google · recommended 1×
  5. Glasp · recommended 1×
  • CATEGORY QUERY
    Browser extension for AI-powered summaries of articles, videos, and search engine results?
    you: not recommended
    AI recommended (in order):
    1. Monica - Your AI Copilot
    2. Perplexity AI
    3. ChatGPT for Google
    4. Glasp
    5. Sider: ChatGPT Sidebar + GPT-4
    6. QuillBot
    7. Summarize.tech

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

    Show full AI answer
  • CATEGORY QUERY
    Tool to summarize online content and provide side-by-side translation within my browser?
    you: not recommended
    AI recommended (in order):
    1. DeepL Translate
    2. Google Translate
    3. QuillBot
    4. Lingvanex Translator & Dictionary
    5. ImTranslator

    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 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?

Embed your GEO score

Drop this badge into the README of sparticleinc/chatgpt-google-summary-extension. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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  • Brand-free category queries5 vs 2 in Lite
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