RRepoGEO

REPOGEO REPORT · LITE

Nutlope/qrGPT

Default branch main · commit 2993173b · scanned 6/4/2026, 12:32:47 PM

GitHub: 782 stars · 162 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 Nutlope/qrGPT, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the MIT License text.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    qr-code, ai-generator, nextjs, replicate, vercel, image-generation, artistic-qr-code, ai-qr-code
  • highreadme#3
    Enhance README description to highlight artistic QR code generation

    Why:

    CURRENT
    <p align="center"> Generate beautiful AI QR Codes in seconds. Powered by Vercel and Replicate. </p>
    COPY-PASTE FIX
    <p align="center"> Generate beautiful, artistic AI QR Codes that are visually integrated into images based on text prompts, all in seconds. Powered by Vercel and Replicate. </p>

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 Nutlope/qrGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
QR Diffusion
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. QR Diffusion · recommended 1×
  2. QR.io · recommended 1×
  3. Hugging Face Spaces · recommended 1×
  4. Midjourney · recommended 1×
  5. DALL-E 3 · recommended 1×
  • CATEGORY QUERY
    What tools help generate creative QR codes using artificial intelligence?
    you: not recommended
    AI recommended (in order):
    1. QR Diffusion
    2. QR.io
    3. Hugging Face Spaces
    4. Midjourney
    5. DALL-E 3

    AI recommended 5 alternatives but never named Nutlope/qrGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    I need a backend solution for generating AI-enhanced images in a web app.
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Diffusers
    2. RunDiffusion
    3. Replicate
    4. OpenAI DALL-E API
    5. AWS SageMaker
    6. Google Cloud Vertex AI
    7. Stability AI API

    AI recommended 7 alternatives but never named Nutlope/qrGPT. 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 Nutlope/qrGPT?
    pass
    AI did not name Nutlope/qrGPT — 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 Nutlope/qrGPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Nutlope/qrGPT 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 Nutlope/qrGPT solve, and who is the primary audience?
    pass
    AI named Nutlope/qrGPT 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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Nutlope/qrGPT — 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