RRepoGEO

REPOGEO REPORT · LITE

Tencent-Hunyuan/Hunyuan3D-2.1

Default branch main · commit 82920d64 · scanned 5/8/2026, 1:39:02 PM

GitHub: 3,359 stars · 492 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 Tencent-Hunyuan/Hunyuan3D-2.1, 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
    Reposition README opening to clearly state core value

    Why:

    COPY-PASTE FIX
    Add a concise, prominent statement at the very top of the README, such as: 'Hunyuan3D-2.1 is an open-source framework for generating high-fidelity 3D assets with production-ready PBR materials directly from images or text prompts.'
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    3d, 3d-aigc, 3d-generation, hunyuan3d, image-to-3d, shape, shape-generation, text-to-3d, texture-genertaion
    COPY-PASTE FIX
    3d, 3d-aigc, 3d-generation, hunyuan3d, image-to-3d, shape, shape-generation, text-to-3d, texture-generation, pbr-materials, high-fidelity-3d, 3d-asset-generation, production-ready
  • mediumlicense#3
    Clarify license details in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, preferably near the top or in a dedicated 'License' section, stating: 'This project is licensed under the terms specified in the LICENSE file. 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/Hunyuan3D-2.1
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Luma AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Luma AI · recommended 1×
  2. Blockade Labs · recommended 1×
  3. Spline · recommended 1×
  4. Kaedim · recommended 1×
  5. Meshy · recommended 1×
  • CATEGORY QUERY
    How can I generate high-fidelity 3D models from images or text prompts?
    you: not recommended
    AI recommended (in order):
    1. Luma AI
    2. Blockade Labs
    3. Spline
    4. Kaedim
    5. Meshy
    6. Instant NGP (NVlabs/instant-ngp)
    7. DreamFusion
    8. Magic3D

    AI recommended 8 alternatives but never named Tencent-Hunyuan/Hunyuan3D-2.1. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create production-ready 3D assets with PBR materials from 2D inputs?
    you: not recommended
    AI recommended (in order):
    1. Adobe Substance 3D Sampler
    2. Adobe Substance 3D Designer
    3. Agisoft Metashape
    4. RealityCapture
    5. Adobe Photoshop
    6. GIMP
    7. Blender
    8. Materialize
    9. Node Wrangler
    10. Knald
    11. AwesomeBump
    12. Marmoset Toolbag

    AI recommended 12 alternatives but never named Tencent-Hunyuan/Hunyuan3D-2.1. 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/Hunyuan3D-2.1?
    pass
    AI named Tencent-Hunyuan/Hunyuan3D-2.1 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/Hunyuan3D-2.1 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Tencent-Hunyuan/Hunyuan3D-2.1 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/Hunyuan3D-2.1 solve, and who is the primary audience?
    pass
    AI named Tencent-Hunyuan/Hunyuan3D-2.1 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/Hunyuan3D-2.1. 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite