RRepoGEO

REPOGEO REPORT · LITE

Tencent-Hunyuan/HunyuanImage-3.0

Default branch main · commit d280425c · scanned 5/21/2026, 12:52:43 PM

GitHub: 3,077 stars · 164 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
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 Tencent-Hunyuan/HunyuanImage-3.0, 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
  • hightopics#1
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    image-generation, native-multimodal-model
    COPY-PASTE FIX
    image-generation, native-multimodal-model, text-to-image, multimodal-ai, chinese-ai, bilingual-generation, ai-art-generator, diffusion-model, instruct-model
  • highreadme#2
    Reposition README opening to highlight core differentiators

    Why:

    CURRENT
    The README starts with `[中文文档](./README_zh_CN.md)` then the H1, followed by links and news.
    COPY-PASTE FIX
    Add this paragraph immediately after the H1: "HunyuanImage-3.0 is a powerful native multimodal model excelling in high-quality image generation from text, with a unique strength in **bilingual (Chinese and English) text-to-image generation** and rendering **Chinese cultural characteristics and aesthetics**. It also features advanced **Instruct capabilities** for intelligent prompt enhancement and image-to-image editing."
  • mediumlicense#3
    Clarify license details in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, perhaps under 'Getting Started' or 'About', stating: 'This project is released under [Specify License Name(s) from LICENSE file, e.g., a custom Tencent license or a combination of licenses]. Please refer to the `LICENSE` file for full details on usage and distribution.'

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 Tencent-Hunyuan/HunyuanImage-3.0
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DALL-E 3
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DALL-E 3 · recommended 2×
  2. Adobe Firefly · recommended 2×
  3. Midjourney v6 · recommended 1×
  4. ChatGPT Plus · recommended 1×
  5. Stable Diffusion XL (SDXL) · recommended 1×
  • CATEGORY QUERY
    Which AI models excel at generating photorealistic images from complex text descriptions?
    you: not recommended
    AI recommended (in order):
    1. Midjourney v6
    2. DALL-E 3
    3. ChatGPT Plus
    4. Stable Diffusion XL (SDXL)
    5. Adobe Firefly
    6. Leonardo.Ai

    AI recommended 6 alternatives but never named Tencent-Hunyuan/HunyuanImage-3.0. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a powerful multimodal AI solution to create images from various input types.
    you: not recommended
    AI recommended (in order):
    1. DALL-E 3
    2. Midjourney
    3. Stable Diffusion
    4. Adobe Firefly
    5. Google Imagen

    AI recommended 5 alternatives but never named Tencent-Hunyuan/HunyuanImage-3.0. 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 Tencent-Hunyuan/HunyuanImage-3.0?
    pass
    AI named Tencent-Hunyuan/HunyuanImage-3.0 explicitly

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

  • If a team adopts Tencent-Hunyuan/HunyuanImage-3.0 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Tencent-Hunyuan/HunyuanImage-3.0 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 Tencent-Hunyuan/HunyuanImage-3.0 solve, and who is the primary audience?
    pass
    AI named Tencent-Hunyuan/HunyuanImage-3.0 explicitly

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

Embed your GEO score

Drop this badge into the README of Tencent-Hunyuan/HunyuanImage-3.0. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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Tencent-Hunyuan/HunyuanImage-3.0 — 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