REPOGEO REPORT · LITE

shuyu-labs/BigBanana-AI-Director

Default branch main · commit a396271c · scanned 5/24/2026, 12:47:08 AM

GitHub: 1,311 stars · 237 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 shuyu-labs/BigBanana-AI-Director, 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

Add a concise English summary of the project's core function at the top of the README.

Why:

CURRENT

# BigBanana AI Director (AI 漫剧工场)

> **AI 一站式短剧/漫剧生成平台**
> *Industrial AI Motion Comic & Video Workbench*

COPY-PASTE FIX

# BigBanana AI Director (AI 漫剧工场)

> **AI 一站式短剧/漫剧生成平台**
> *Industrial AI Motion Comic & Video Workbench*

**BigBanana AI Director is an industrial-grade, all-in-one AI platform for generating short dramas and motion comics from script to finished video, with precise control over character consistency and scene continuity.**

mediumreadme#2

Clarify the licensing terms for the project's code and content in the README.

Why:

COPY-PASTE FIX

This project's content (e.g., generated media, documentation) is licensed under [Creative Commons BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/). For the software code, please refer to the `LICENSE` file in the repository root for specific terms, which may include provisions for commercial use.

lowtopics#3

Expand repository topics to include specific technical differentiators and problem-solving aspects.

Why:

CURRENT

ai-comic-drama, ai-short-drama, ai-video

COPY-PASTE FIX

ai-comic-drama, ai-short-drama, ai-video, character-consistency, scene-continuity, keyframe-animation, script-to-video, ai-director

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 shuyu-labs/BigBanana-AI-Director

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

RunwayML

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

RunwayML · recommended 2×
Pika Labs · recommended 2×
Midjourney · recommended 2×
Synthesys X · recommended 1×
HeyGen · recommended 1×

CATEGORY QUERY
Seeking an AI platform to automate short drama production from script to finished video.
you: not recommended
AI recommended (in order):
1. RunwayML
2. Synthesys X
3. HeyGen
4. DeepMotion
5. Pika Labs
6. ElevenLabs
7. Midjourney
8. DaVinci Resolve
AI recommended 8 alternatives but never named shuyu-labs/BigBanana-AI-Director. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help maintain character consistency and scene continuity in AI-generated videos?
you: not recommended
AI recommended (in order):
1. RunwayML
2. Pika Labs
3. Stable Diffusion
4. ControlNet
5. AnimateDiff
6. Deforum Stable Diffusion
7. Midjourney
8. EbSynth
9. Kinetix
10. Wonder Dynamics
AI recommended 10 alternatives but never named shuyu-labs/BigBanana-AI-Director. 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 shuyu-labs/BigBanana-AI-Director?
pass
AI named shuyu-labs/BigBanana-AI-Director explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts shuyu-labs/BigBanana-AI-Director in production, what risks or prerequisites should they evaluate first?
pass
AI named shuyu-labs/BigBanana-AI-Director 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 shuyu-labs/BigBanana-AI-Director solve, and who is the primary audience?
pass
AI named shuyu-labs/BigBanana-AI-Director explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/shuyu-labs/BigBanana-AI-Director.svg)](https://repogeo.com/en/r/shuyu-labs/BigBanana-AI-Director)

HTML

<a href="https://repogeo.com/en/r/shuyu-labs/BigBanana-AI-Director"><img src="https://repogeo.com/badge/shuyu-labs/BigBanana-AI-Director.svg" alt="RepoGEO" /></a>

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shuyu-labs/BigBanana-AI-Director — 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