RRepoGEO

REPOGEO REPORT · LITE

steipete/summarize

Default branch main · commit df2a7d2d · scanned 5/11/2026, 9:26:57 PM

GitHub: 5,895 stars · 378 forks

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
  • hightopics#1
    Add specific media and browser extension topics

    Why:

    CURRENT
    ai, cli, summarize, typescript
    COPY-PASTE FIX
    ai, cli, summarize, typescript, youtube-summarizer, podcast-summarizer, video-summarizer, chrome-extension, firefox-extension, media-summarizer
  • highreadme#2
    Refine the README's opening sentence to highlight media and form factors

    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 AI tool for generating quick summaries from web pages, YouTube videos, podcasts, and local files. It operates as both a powerful command-line interface and a seamless Chrome/Firefox browser extension, uniquely offering features like video slide extraction and transcript analysis.
  • mediumreadme#3
    Add a dedicated section for key differentiators, especially for media summarization

    Why:

    COPY-PASTE FIX
    Add a new section to the README, perhaps titled 'Why Summarize? (CLI + Browser Extension for Media),' that explicitly contrasts its capabilities (CLI, local file support, video slide extraction, multi-model support) with common browser-only extensions or generic text summarizers.

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
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Summarize.tech · recommended 2×
  3. ChatGPT · recommended 1×
  4. yt-dlp/yt-dlp · recommended 1×
  5. ggerganov/llama.cpp · recommended 1×
  • CATEGORY QUERY
    What's a good CLI tool for summarizing web pages, videos, and podcasts quickly?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. OpenAI API
    3. Summarize.tech
    4. yt-dlp (yt-dlp/yt-dlp)
    5. Llama.cpp (ggerganov/llama.cpp)
    6. Llama 2
    7. Mistral
    8. Perplexity AI
    9. Pocket
    10. TLDR This
    11. OpenAI Whisper (openai/whisper)
    12. OpenAI API

    AI recommended 12 alternatives but never named steipete/summarize. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I get quick AI-powered summaries of YouTube videos, including transcripts and key slides?
    you: not recommended
    AI recommended (in order):
    1. Eightify
    2. YouTube Summary with ChatGPT & Claude (Browser Extension)
    3. Glasp
    4. NoteGPT
    5. VidIQ
    6. Summarize.tech

    AI recommended 6 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?

Embed your GEO score

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

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/steipete/summarize.svg)](https://repogeo.com/en/r/steipete/summarize)
HTML
<a href="https://repogeo.com/en/r/steipete/summarize"><img src="https://repogeo.com/badge/steipete/summarize.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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