RRepoGEO

REPOGEO REPORT · LITE

GoogleCloudPlatform/vertex-ai-creative-studio

Default branch main · commit b5bb58d9 · scanned 5/18/2026, 10:47:29 PM

GitHub: 1,094 stars · 341 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
33 /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
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 GoogleCloudPlatform/vertex-ai-creative-studio, 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 introductory sentence to the README

    Why:

    CURRENT
    # GenMedia Creative Studio | Vertex AI

> ###### _This is not an officially supported Google product. This project is not eligible for the Google Open Source Software Vulnerability Rewards Program. This project is intended for demonstration purposes only. It is not intended for use in a production environment._
    COPY-PASTE FIX
    # GenMedia Creative Studio | Vertex AI

This is a demonstration web application showcasing Google Cloud's Vertex AI generative media APIs.

> ###### _This is not an officially supported Google product. This project is not eligible for the Google Open Source Software Vulnerability Rewards Program. This project is intended for demonstration purposes only. It is not intended for use in a production environment._
  • mediumtopics#2
    Expand repository topics to include broader categories

    Why:

    CURRENT
    chirp, gemini, gemini-tts, google-cloud, imagen, lyria, nano-banana, veo, vertex-ai
    COPY-PASTE FIX
    chirp, gemini, gemini-tts, google-cloud, imagen, lyria, nano-banana, veo, vertex-ai, generative-ai, ai-demos, web-application, google-cloud-platform, multi-modal-ai
  • lowabout#3
    Enhance the repository description to highlight its 'reference solution' aspect

    Why:

    CURRENT
    GenMedia Creative Studio is a Vertex AI generative media user experience highlighting the use of Gemini, Veo, Gemini Image 🍌, Gemini TTS, Chirp 3, Lyria and other generative media APIs on Google Cloud.
    COPY-PASTE FIX
    GenMedia Creative Studio is a Vertex AI generative media user experience, serving as a Google Cloud-native reference solution and architectural blueprint for building multi-modal generative AI creative studios.

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 GoogleCloudPlatform/vertex-ai-creative-studio
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
gradio-app/gradio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. gradio-app/gradio · recommended 1×
  2. streamlit/streamlit · recommended 1×
  3. Hugging Face Spaces · recommended 1×
  4. vercel/next.js · recommended 1×
  5. tiangolo/fastapi · recommended 1×
  • CATEGORY QUERY
    How to build a web application for experimenting with generative AI media?
    you: not recommended
    AI recommended (in order):
    1. Gradio (gradio-app/gradio)
    2. Streamlit (streamlit/streamlit)
    3. Hugging Face Spaces
    4. Next.js (vercel/next.js)
    5. FastAPI (tiangolo/fastapi)
    6. Flask (pallets/flask)
    7. Django (django/django)
    8. Django REST Framework (encode/django-rest-framework)
    9. SvelteKit (sveltejs/kit)

    AI recommended 9 alternatives but never named GoogleCloudPlatform/vertex-ai-creative-studio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a platform to explore multi-modal generative AI for creative content creation.
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Midjourney
    3. Stability AI
    4. Adobe Firefly
    5. Google Cloud Vertex AI
    6. Hugging Face

    AI recommended 6 alternatives but never named GoogleCloudPlatform/vertex-ai-creative-studio. 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 GoogleCloudPlatform/vertex-ai-creative-studio?
    pass
    AI named GoogleCloudPlatform/vertex-ai-creative-studio explicitly

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

  • If a team adopts GoogleCloudPlatform/vertex-ai-creative-studio in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GoogleCloudPlatform/vertex-ai-creative-studio 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 GoogleCloudPlatform/vertex-ai-creative-studio solve, and who is the primary audience?
    pass
    AI did not name GoogleCloudPlatform/vertex-ai-creative-studio — 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?

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GoogleCloudPlatform/vertex-ai-creative-studio — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite