RRepoGEO

REPOGEO REPORT · LITE

visualbruno/ComfyUI-Trellis2

Default branch main · commit 438fe4e2 · scanned 6/10/2026, 6:52:58 AM

GitHub: 649 stars · 82 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
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 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 visualbruno/ComfyUI-Trellis2, 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
  • highreadme#1
    Refine README's opening to clearly state its niche

    Why:

    CURRENT
    # 🌀 ComfyUI Wrapper for https://github.com/microsoft/TRELLIS.2
    COPY-PASTE FIX
    # 🌀 ComfyUI Wrapper for TRELLIS.2: Native and Compact Structured Latents for 3D Generation

This ComfyUI custom node provides a comprehensive wrapper for Microsoft's TRELLIS.2, enabling advanced 3D generation from structured latents within a visual programming interface. It focuses on multi-view 3D asset creation and mesh generation, differentiating itself from general 3D modeling software by integrating directly into the ComfyUI workflow.
  • mediumabout#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/visualbruno/ComfyUI-Trellis2

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 visualbruno/ComfyUI-Trellis2
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
blender/blender
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. blender/blender · recommended 2×
  2. SideFX Houdini · recommended 1×
  3. TouchDesigner · recommended 1×
  4. Grasshopper · recommended 1×
  5. EpicGames/UnrealEngine · recommended 1×
  • CATEGORY QUERY
    How to generate 3D models from structured latents using a visual programming interface?
    you: not recommended
    AI recommended (in order):
    1. Blender Geometry Nodes (blender/blender)
    2. SideFX Houdini
    3. TouchDesigner
    4. Grasshopper
    5. Unreal Engine (EpicGames/UnrealEngine)
    6. Unity

    AI recommended 6 alternatives but never named visualbruno/ComfyUI-Trellis2. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable multi-view 3D asset creation and mesh generation within a workflow environment?
    you: not recommended
    AI recommended (in order):
    1. Agisoft Metashape
    2. RealityCapture
    3. Meshroom (alicevision/Meshroom)
    4. 3DF Zephyr
    5. COLMAP (colmap/colmap)
    6. Blender (blender/blender)
    7. Autodesk ReCap Photo

    AI recommended 7 alternatives but never named visualbruno/ComfyUI-Trellis2. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 visualbruno/ComfyUI-Trellis2?
    pass
    AI did not name visualbruno/ComfyUI-Trellis2 — 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?

  • If a team adopts visualbruno/ComfyUI-Trellis2 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named visualbruno/ComfyUI-Trellis2 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 visualbruno/ComfyUI-Trellis2 solve, and who is the primary audience?
    pass
    AI named visualbruno/ComfyUI-Trellis2 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 visualbruno/ComfyUI-Trellis2. 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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Pro

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visualbruno/ComfyUI-Trellis2 — 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