RRepoGEO

REPOGEO REPORT · LITE

markfulton/NanoBananaEditor

Default branch main · commit ede326f6 · scanned 6/7/2026, 1:08:08 AM

GitHub: 685 stars · 160 forks

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 markfulton/NanoBananaEditor, 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 core value proposition to the top of the README

    Why:

    CURRENT
    ### **⏬ Get Your 1-Click Install Copy + Instant Access to More Project Downloads, Vibe Coding Courses, Live Sessions, Community & More!** Join the #1 Vibe Coding is Life Skool Community and get a **1-click ⚡Bolt.new installation clone** of this app, plus access to live build sessions, exclusive project downloads, AI prompts, masterclasses, and the best vibe coding community on the web! You also get access to dozens more apps in the best vibe coding community.
    COPY-PASTE FIX
    Move the paragraph 'Professional AI Image Generation & Conversational Editing Platform** A production-ready React + TypeScript application for delightful image generation and conversational, region-aware revisions using Google's Gemini 2.5 Flash Image model. Built with modern web technologies and designed for both creators and developers.' to immediately follow the H1 title.
  • mediumabout#2
    Enhance 'About' description to explicitly counter text editor miscategorization

    Why:

    CURRENT
    The most advanced Nano Banana image generator and editor application. Your central hub for AI image generation and revisions. Intuitive UI features reference images, editing with image masks, version history, and more. Powered by Gemini 2.5 Flash images API.
    COPY-PASTE FIX
    Nano Banana is the most advanced AI image generator and editor application, *not a text editor*. It's your central hub for AI image generation and revisions, featuring intuitive UI, reference images, editing with image masks, version history, and more. Powered by Gemini 2.5 Flash images API.
  • mediumreadme#3
    Add a 'Why Nano Banana?' section to the README

    Why:

    COPY-PASTE FIX
    Add a section like:

## 💡 Why Nano Banana AI Image Editor?
Nano Banana is a professional, production-ready platform designed specifically for AI image generation and editing, built with modern web technologies. Unlike simple text editors, our focus is entirely on visual content creation, offering advanced features like conversational editing, region-aware masking, and version history. It's a robust application for creators and developers, actively maintained and powered by Google's Gemini 2.5 Flash Image model.

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 markfulton/NanoBananaEditor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 1×
  2. Adobe Firefly · recommended 1×
  3. DreamStudio · recommended 1×
  4. Stable Diffusion · recommended 1×
  5. DALL-E 3 · recommended 1×
  • CATEGORY QUERY
    What are good platforms for AI image generation with image masking and version history?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Adobe Firefly
    3. DreamStudio
    4. Stable Diffusion
    5. DALL-E 3
    6. ChatGPT Plus
    7. Leonardo.Ai

    AI recommended 7 alternatives but never named markfulton/NanoBananaEditor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build a web application for text-to-image generation with conversational editing?
    you: not recommended
    AI recommended (in order):
    1. Stability AI
    2. OpenAI DALL-E 3 API
    3. Hugging Face Diffusers Library (huggingface/diffusers)
    4. OpenAI GPT-4 / GPT-3.5 Turbo API
    5. Anthropic Claude 3 API
    6. Hugging Face Transformers Library (huggingface/transformers)
    7. Next.js (vercel/next.js)
    8. FastAPI (tiangolo/fastapi)
    9. React (facebook/react)
    10. Vue.js (vuejs/core)
    11. Streamlit (streamlit/streamlit)
    12. Gradio (gradio-app/gradio)
    13. PostgreSQL
    14. MongoDB
    15. AWS
    16. Google Cloud Platform
    17. Vercel
    18. Netlify

    AI recommended 18 alternatives but never named markfulton/NanoBananaEditor. 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 markfulton/NanoBananaEditor?
    pass
    AI named markfulton/NanoBananaEditor explicitly

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

  • If a team adopts markfulton/NanoBananaEditor in production, what risks or prerequisites should they evaluate first?
    pass
    AI named markfulton/NanoBananaEditor 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 markfulton/NanoBananaEditor solve, and who is the primary audience?
    pass
    AI named markfulton/NanoBananaEditor 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)
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markfulton/NanoBananaEditor — 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