RRepoGEO

REPOGEO REPORT · LITE

HiDream-ai/HiDream-I1

Default branch main · commit 5f92bab4 · scanned 7/1/2026, 5:02:38 PM

GitHub: 2,507 stars · 245 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)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
23 /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
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 HiDream-ai/HiDream-I1, 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
    Add a concise description to the repository

    Why:

    COPY-PASTE FIX
    An open-source 17B parameter image generative foundation model achieving state-of-the-art image generation quality and supporting advanced text-to-image generation and editing.
  • mediumhomepage#2
    Add the official project homepage 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-I1
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion XL (SDXL)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion XL (SDXL) · recommended 1×
  2. Stable Diffusion 1.5 / 2.1 · recommended 1×
  3. DeepFloyd IF · recommended 1×
  4. Kandinsky 2.2 · recommended 1×
  5. PixArt-α · recommended 1×
  • CATEGORY QUERY
    What are the best open-source models for high-quality, fast image generation?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion XL (SDXL)
    2. Stable Diffusion 1.5 / 2.1
    3. DeepFloyd IF
    4. Kandinsky 2.2
    5. PixArt-α
    6. LCM-LoRA (Latent Consistency Models with LoRA)

    AI recommended 6 alternatives but never named HiDream-ai/HiDream-I1. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a powerful foundation model for advanced text-to-image generation and editing.
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. SDXL
    4. DreamStudio
    5. Civitai
    6. ControlNet
    7. Clipdrop
    8. Hugging Face Spaces
    9. DALL-E 3
    10. ChatGPT Plus
    11. Microsoft Copilot Pro
    12. Adobe Firefly
    13. Photoshop
    14. Imagen

    AI recommended 14 alternatives but never named HiDream-ai/HiDream-I1. 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-I1?
    pass
    AI named HiDream-ai/HiDream-I1 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-I1 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HiDream-ai/HiDream-I1 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-I1 solve, and who is the primary audience?
    pass
    AI did not name HiDream-ai/HiDream-I1 — 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?

Embed your GEO score

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HiDream-ai/HiDream-I1 — 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