RRepoGEO

REPOGEO REPORT · LITE

octimot/StoryToolkitAI

Default branch main · commit 541b4128 · scanned 6/13/2026, 8:12:17 PM

GitHub: 973 stars · 78 forks

AI VISIBILITY SCORE
28 /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
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 octimot/StoryToolkitAI, 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 statement to clarify its core purpose for film editing.

    Why:

    CURRENT
    # StoryToolkitAI

## Description

**StoryToolkitAI is a film editing tool that tries to understand your footage and helps you edit more efficiently with the assistance of AI.**
    COPY-PASTE FIX
    # StoryToolkitAI: AI Assistant for Film Editing & Post-Production

## Description

**StoryToolkitAI is an AI-powered assistant designed specifically for film editors and filmmakers to streamline post-production workflows.** It helps you understand your footage and edit more efficiently by transcribing, indexing scenes, and generating story edits.
  • highhomepage#2
    Add a homepage URL to the repository's 'About' section.

    Why:

    COPY-PASTE FIX
    https://github.com/octimot/StoryToolkitAI
  • mediumtopics#3
    Add more specific topics related to AI in video post-production and NLE integration.

    Why:

    CURRENT
    ai, chatgpt, davinci-resolve, editing, film-editing, filmmaking, gpt, sentence-transformers, speech-recognition, video-processing
    COPY-PASTE FIX
    ai, chatgpt, davinci-resolve, editing, film-editing, filmmaking, gpt, sentence-transformers, speech-recognition, video-processing, post-production, video-editing-software, nle-integration, ai-video-analysis, story-generation

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 octimot/StoryToolkitAI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Premiere Pro
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Premiere Pro · recommended 2×
  2. Trint · recommended 2×
  3. Descript · recommended 2×
  4. Adobe Sensei · recommended 1×
  5. DaVinci Resolve Studio · recommended 1×
  • CATEGORY QUERY
    How to use AI to analyze video footage, transcribe, and generate story edits for filmmaking?
    you: not recommended
    AI recommended (in order):
    1. Adobe Premiere Pro
    2. Adobe Sensei
    3. DaVinci Resolve Studio
    4. DaVinci Neural Engine
    5. Simon Says
    6. Trint
    7. Descript
    8. RunwayML

    AI recommended 8 alternatives but never named octimot/StoryToolkitAI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for local video transcription, intelligent search, and content indexing for film projects?
    you: not recommended
    AI recommended (in order):
    1. Simon Says On-Premise
    2. Trint
    3. Veed.io
    4. Elasticsearch
    5. Whisper (OpenAI)
    6. SQLite
    7. PostgreSQL
    8. Descript
    9. Adobe Premiere Pro

    AI recommended 9 alternatives but never named octimot/StoryToolkitAI. 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 octimot/StoryToolkitAI?
    pass
    AI did not name octimot/StoryToolkitAI — 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 octimot/StoryToolkitAI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named octimot/StoryToolkitAI 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 octimot/StoryToolkitAI solve, and who is the primary audience?
    pass
    AI named octimot/StoryToolkitAI explicitly

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

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octimot/StoryToolkitAI — 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