RRepoGEO

REPOGEO REPORT · LITE

betomoedano/snapai

Default branch main · commit 25c1ed44 · scanned 6/26/2026, 6:02:30 PM

GitHub: 1,859 stars · 116 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)

3 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 betomoedano/snapai, 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
    Clarify specific focus and active status in README opening

    Why:

    CURRENT
    # SnapAI

Generate high-quality **square app icon artwork** from the terminal — built for **React Native** and **Expo**.
    COPY-PASTE FIX
    # SnapAI

SnapAI is *exclusively* focused on generating high-quality **square app icon artwork** for **React Native** and **Expo** projects, leveraging the latest image models from OpenAI and Google. This project is actively maintained and updated.

Generate high-quality **square app icon artwork** from the terminal — built for **React Native** and **Expo**.
  • highcomparison#2
    Add a comparison section to differentiate from generic image generators

    Why:

    COPY-PASTE FIX
    ## Why SnapAI? (vs. Midjourney, DALL-E, etc.)

SnapAI is not a general-purpose image generator. It's a specialized CLI tool built from the ground up for mobile developers:

- **App Icon Focused:** Optimized prompts and output for square app icons (1024x1024, 1:1 aspect ratio) for iOS and Android.
- **Developer Workflow:** Designed for terminal use, ideal for CI/CD and quick iteration within your development environment.
- **React Native & Expo Ready:** Tailored for the specific needs of these ecosystems.
- **Direct API Access:** Uses your API keys directly, offering privacy and control, unlike web-based services.
  • mediumtopics#3
    Expand topics to reinforce niche and target platforms

    Why:

    CURRENT
    ai, cli, developer-tools, expo, icon-generator, openai, react-native
    COPY-PASTE FIX
    ai, cli, developer-tools, expo, icon-generator, openai, react-native, mobile-development, app-icons, ios-development, android-development, image-generation-cli

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 betomoedano/snapai
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. DALL-E 3 · recommended 2×
  3. Stable Diffusion · recommended 2×
  4. ChatGPT Plus · recommended 1×
  5. Microsoft Copilot Pro · recommended 1×
  • CATEGORY QUERY
    How can I quickly generate high-quality app icons using AI for my React Native project?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. ChatGPT Plus
    4. Microsoft Copilot Pro
    5. Adobe Firefly
    6. IconifyAI
    7. Stable Diffusion
    8. Automatic1111
    9. InvokeAI
    10. Civitai

    AI recommended 10 alternatives but never named betomoedano/snapai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What command-line tools exist for generating mobile application icons with generative AI?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. DALL-E 3
    3. Stable Diffusion
    4. diffusers (huggingface/diffusers)
    5. SDXL
    6. Hugging Face `transformers` (huggingface/transformers)
    7. Midjourney
    8. discord.py (Rapptz/discord.py)
    9. DALL-E 2
    10. dalle-mini (borisdayma/dalle-mini)
    11. ImageMagick (ImageMagick/ImageMagick)
    12. GraphicsMagick (GraphicsMagick/GraphicsMagick)

    AI recommended 12 alternatives but never named betomoedano/snapai. 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 betomoedano/snapai?
    pass
    AI named betomoedano/snapai explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite