RRepoGEO

REPOGEO REPORT · LITE

freestylefly/director_ai

Default branch master · commit dd812c75 · scanned 5/14/2026, 2:12:49 PM

GitHub: 1,491 stars · 335 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 freestylefly/director_ai, 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 README's opening to describe the AI comic app

    Why:

    CURRENT
    # React + TypeScript + Vite
    COPY-PASTE FIX
    # Director AI: AI Comic Drama Production App

Director AI is a mobile application for creating AI-generated comic dramas (manhua/manga). It allows users to quickly produce comic videos on their phone by generating scripts, storyboards, and synthesizing the final video with a single click.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai, comic-generation, manga-creation, storyboard-generator, video-synthesis, mobile-app, generative-ai, manhua, script-generation
  • mediumlicense#3
    Add a LICENSE file to clarify usage rights

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT License) to the repository root.

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 freestylefly/director_ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. ChatGPT · recommended 2×
  3. Storybird · recommended 1×
  4. ToonMe · recommended 1×
  5. InVideo · recommended 1×
  • CATEGORY QUERY
    How can I quickly create AI-generated comic videos with scripts and storyboards on my phone?
    you: not recommended
    AI recommended (in order):
    1. Storybird
    2. ToonMe
    3. InVideo
    4. Canva
    5. FlipaClip
    6. Midjourney
    7. DALL-E
    8. Vyond
    9. PicsArt
    10. CapCut
    11. ChatGPT

    AI recommended 11 alternatives but never named freestylefly/director_ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can automatically generate manga scripts and visual storyboards from text input?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. DALL-E 3
    4. ChatGPT
    5. Claude
    6. Google Gemini
    7. Storyboarder
    8. Clip Studio Paint
    9. RunwayML
    10. Pika Labs

    AI recommended 10 alternatives but never named freestylefly/director_ai. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 freestylefly/director_ai?
    pass
    AI did not name freestylefly/director_ai — 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 freestylefly/director_ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named freestylefly/director_ai 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 freestylefly/director_ai solve, and who is the primary audience?
    pass
    AI named freestylefly/director_ai explicitly

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

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freestylefly/director_ai — 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