RRepoGEO

REPOGEO REPORT · LITE

boona13/image-extender

Default branch main · commit 4a8d674c · scanned 6/5/2026, 8:52:54 AM

GitHub: 913 stars · 100 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 boona13/image-extender, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Broaden the GitHub description to include 2D game art

    Why:

    CURRENT
    Seamlessly extend any image in any direction with AI. Open-source web app powered by Gemini via OpenRouter, with Poisson-blended seams and best-of-3 variant picker.
    COPY-PASTE FIX
    Seamlessly extend any image in any direction with AI, and generate 2D game art assets like parallax backgrounds, tiles, and sprites. Open-source web app powered by Gemini via OpenRouter.
  • hightopics#2
    Add specific 2D game art topics

    Why:

    CURRENT
    ai, gemini, image-generation, nano-banana, nextjs, openrouter, outpainting, poisson-blending, tailwindcss, typescript
    COPY-PASTE FIX
    ai, gemini, image-generation, nano-banana, nextjs, openrouter, outpainting, poisson-blending, tailwindcss, typescript, game-dev, game-art, 2d-game-art, sprite-sheets, tile-sets, parallax-backgrounds

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 boona13/image-extender
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. Stable Diffusion · recommended 2×
  3. Adobe Photoshop · recommended 1×
  4. DALL-E 2 · recommended 1×
  5. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  • CATEGORY QUERY
    How to seamlessly expand an image's canvas using AI for creative projects?
    you: not recommended
    AI recommended (in order):
    1. Adobe Photoshop
    2. Midjourney
    3. DALL-E 2
    4. Stable Diffusion
    5. Automatic1111 (AUTOMATIC1111/stable-diffusion-webui)
    6. InvokeAI (invoke-ai/InvokeAI)
    7. Canva

    AI recommended 7 alternatives but never named boona13/image-extender. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need an AI tool to generate 2D game art assets like tiles and sprites.
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. Automatic1111's Web UI
    4. Hugging Face
    5. Civitai
    6. Leonardo.Ai
    7. DALL-E 3
    8. ChatGPT Plus
    9. Sprite Fusion
    10. Artbreeder

    AI recommended 10 alternatives but never named boona13/image-extender. 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 boona13/image-extender?
    pass
    AI named boona13/image-extender explicitly

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

  • If a team adopts boona13/image-extender in production, what risks or prerequisites should they evaluate first?
    pass
    AI named boona13/image-extender 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 boona13/image-extender solve, and who is the primary audience?
    pass
    AI named boona13/image-extender 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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boona13/image-extender — 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