RRepoGEO

REPOGEO REPORT · LITE

HiDream-ai/HiDream-E1

Default branch main · commit f6f0631e · scanned 6/13/2026, 3:12:46 PM

GitHub: 785 stars · 55 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 HiDream-ai/HiDream-E1, 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
  • highabout#1
    Add a concise description to the repository's About section

    Why:

    COPY-PASTE FIX
    An open-source instruction-based image editing model, built on HiDream-I1, supporting dynamic resolution for high-quality and accurate image manipulation.
  • hightopics#2
    Add specific topics to the repository

    Why:

    COPY-PASTE FIX
    image-editing, instruction-based-editing, diffusion-model, generative-ai, deep-learning, computer-vision, dynamic-resolution
  • mediumhomepage#3
    Add the product homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://vivago.ai/

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 HiDream-ai/HiDream-E1
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
InstructPix2Pix
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. InstructPix2Pix · recommended 1×
  2. ControlNet · recommended 1×
  3. GLIDE · recommended 1×
  4. Stable Diffusion · recommended 1×
  5. DreamBooth · recommended 1×
  • CATEGORY QUERY
    What open-source models allow instruction-based image editing with high accuracy and quality?
    you: not recommended
    AI recommended (in order):
    1. InstructPix2Pix
    2. ControlNet
    3. GLIDE
    4. Stable Diffusion
    5. DreamBooth

    AI recommended 5 alternatives but never named HiDream-ai/HiDream-E1. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an image generation model that supports dynamic resolution for enhanced editing capabilities.
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion XL (SDXL)
    2. Midjourney v5.2 / v6 (Alpha)
    3. DALL-E 3
    4. Adobe Firefly
    5. Fooocus (lllyasviel/Fooocus)
    6. InvokeAI (invoke-ai/InvokeAI)

    AI recommended 6 alternatives but never named HiDream-ai/HiDream-E1. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 HiDream-ai/HiDream-E1?
    pass
    AI named HiDream-ai/HiDream-E1 explicitly

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

  • If a team adopts HiDream-ai/HiDream-E1 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HiDream-ai/HiDream-E1 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 HiDream-ai/HiDream-E1 solve, and who is the primary audience?
    pass
    AI named HiDream-ai/HiDream-E1 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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HiDream-ai/HiDream-E1 — 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