RRepoGEO

REPOGEO REPORT · LITE

steipete/summarize

Default branch main · commit 027937d1 · scanned 6/22/2026, 3:21:41 AM

GitHub: 6,235 stars · 421 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
40 /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
3 / 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 steipete/summarize, 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 the README's opening sentence to explicitly state its dual nature and key media types

    Why:

    CURRENT
    Fast summaries from URLs, files, and media. Works in the terminal, a Chrome Side Panel and Firefox Sidebar.
    COPY-PASTE FIX
    Summarize is a versatile CLI tool and browser extension (Chrome Side Panel, Firefox Sidebar) for generating fast, media-aware summaries from URLs, files, YouTube videos, and podcasts.
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    ai, cli, summarize, typescript
    COPY-PASTE FIX
    ai, cli, summarize, typescript, browser-extension, chrome-extension, firefox-extension, youtube-summarizer, podcast-summarizer, video-summarizer, article-summarizer
  • mediumreadme#3
    Add a 'Why Summarize? How We Compare' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to your README, for example, after 'Feature overview', titled 'Why Summarize? How We Compare' with content like: 'Summarize stands out by offering a unique combination of a powerful CLI and a seamless browser extension (Chrome Side Panel, Firefox Sidebar) for media summarization. Unlike generic AI APIs (e.g., OpenAI API, Anthropic Claude) or simple content downloaders (e.g., yt-dlp), Summarize is a complete, ready-to-use tool designed specifically for extracting gist from web pages, PDFs, YouTube videos, and podcasts. Compared to other browser extensions, it provides deeper media processing, local model support, and a robust command-line interface for advanced workflows.'

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 steipete/summarize
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
yt-dlp
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. yt-dlp · recommended 1×
  2. OpenAI API · recommended 1×
  3. Anthropic Claude · recommended 1×
  4. Google Gemini · recommended 1×
  5. sumy · recommended 1×
  • CATEGORY QUERY
    How to quickly get summaries from online articles, YouTube videos, and podcasts using a command-line tool?
    you: not recommended
    AI recommended (in order):
    1. yt-dlp
    2. OpenAI API
    3. Anthropic Claude
    4. Google Gemini
    5. sumy
    6. news-please
    7. Mozilla's Readability.js
    8. node-readability
    9. textract

    AI recommended 9 alternatives but never named steipete/summarize. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best browser extensions for summarizing web pages and interacting with video content?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. ChatGPT for Google
    3. Monica - Your AI Copilot
    4. QuillBot
    5. Glasp
    6. YouTube Summary with ChatGPT & Claude
    7. Video Speed Controller
    8. Looper for YouTube
    9. Enhancer for YouTube

    AI recommended 9 alternatives but never named steipete/summarize. 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 steipete/summarize?
    pass
    AI named steipete/summarize explicitly

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

  • If a team adopts steipete/summarize in production, what risks or prerequisites should they evaluate first?
    pass
    AI named steipete/summarize 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 steipete/summarize solve, and who is the primary audience?
    pass
    AI named steipete/summarize explicitly

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

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steipete/summarize — 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