RRepoGEO

REPOGEO REPORT · LITE

barefootford/buttercut

Default branch main · commit 216cad85 · scanned 6/1/2026, 7:02:14 AM

GitHub: 509 stars · 80 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 barefootford/buttercut, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 and opening paragraph to clarify its AI agent nature

    Why:

    CURRENT
    # ButterCut

This is the source code for the core ButterCut XML generator and video editing agent. If you love or hate Docker, have opinions on types, and have a favorite text editor, this is the spot for you. Otherwise, we recommend following the installation instructions on ButterCut.io.
    COPY-PASTE FIX
    # ButterCut: AI Agent for Programmatic Video Editing with Claude Code

ButterCut is the core source code for an AI-powered video editing agent that automates cuts based on transcripts, leveraging Claude Code for programmatic video generation and editing. It's designed for technical users on macOS (Apple Silicon) who want to streamline spoken-word video production.
  • mediumhomepage#2
    Add the official homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://buttercut.io

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 barefootford/buttercut
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DaVinci Resolve Studio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DaVinci Resolve Studio · recommended 1×
  2. Adobe Premiere Pro · recommended 1×
  3. Descript · recommended 1×
  4. RunwayML · recommended 1×
  5. Final Cut Pro · recommended 1×
  • CATEGORY QUERY
    What tools can help me automate video editing tasks using AI agents on macOS?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve Studio
    2. Adobe Premiere Pro
    3. Descript
    4. RunwayML
    5. Final Cut Pro
    6. CapCut

    AI recommended 6 alternatives but never named barefootford/buttercut. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a programmatic approach to generate and edit video content using code.
    you: not recommended
    AI recommended (in order):
    1. FFmpeg
    2. MoviePy
    3. Shotstack
    4. Remotion
    5. OpenCV
    6. Kdenlive
    7. MLT Framework

    AI recommended 7 alternatives but never named barefootford/buttercut. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 barefootford/buttercut?
    pass
    AI named barefootford/buttercut explicitly

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

  • If a team adopts barefootford/buttercut in production, what risks or prerequisites should they evaluate first?
    pass
    AI named barefootford/buttercut 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 barefootford/buttercut solve, and who is the primary audience?
    pass
    AI named barefootford/buttercut 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 barefootford/buttercut. 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/barefootford/buttercut.svg)](https://repogeo.com/en/r/barefootford/buttercut)
HTML
<a href="https://repogeo.com/en/r/barefootford/buttercut"><img src="https://repogeo.com/badge/barefootford/buttercut.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

barefootford/buttercut — 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