REPOGEO REPORT · LITE

T8mars/Comfyui-zhenzhen

Default branch main · commit 5eeaa950 · scanned 6/3/2026, 8:36:47 AM

GitHub: 614 stars · 42 forks

AI VISIBILITY SCORE

35 /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

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 T8mars/Comfyui-zhenzhen, 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 the README H1 and opening paragraph to clarify the repo's purpose

Why:

CURRENT

# 网站：https://ai.t8star.org
# Online workflow overseas：
https://www.runninghub.ai/?inviteCode=rh-v1121
# 在线工作流国内版：
https://www.runninghub.cn/?inviteCode=rh-v1121
# 👋🏻 Welcome to Zhenzhen

COPY-PASTE FIX

# T8mars/Comfyui-zhenzhen: ComfyUI Custom Nodes for Affordable AI Model API Access

This repository provides a collection of custom nodes for ComfyUI, enabling users to access various cutting-edge AI models via affordable APIs, including seedance2.0. For online workflows and API usage, please visit:

- **Website:** https://ai.t8star.org
- **Online workflow (overseas):** https://www.runninghub.ai/?inviteCode=rh-v1121
- **Online workflow (domestic):** https://www.runninghub.cn/?inviteCode=rh-v1121

hightopics#2
Add relevant topics to improve categorization
Why:
COPY-PASTE FIX
```
comfyui, comfyui-nodes, ai-api, stable-diffusion, generative-ai, low-cost-api
```
mediumhomepage#3
Fill the homepage field in the repository settings
Why:
COPY-PASTE FIX
```
https://ai.t8star.org
```

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 T8mars/Comfyui-zhenzhen

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI API

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

OpenAI API · recommended 2×
Hugging Face Inference API · recommended 2×
RunPod · recommended 1×
Replicate · recommended 1×
Together AI · recommended 1×

CATEGORY QUERY
Where can I find affordable API access for various cutting-edge AI models within ComfyUI?
you: not recommended
AI recommended (in order):
1. RunPod
2. Replicate
3. OpenAI API
4. Together AI
5. Fireworks AI
6. DeepInfra
7. Hugging Face Inference API
AI recommended 7 alternatives but never named T8mars/Comfyui-zhenzhen. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a service providing low-cost API access to international AI models with minimal queuing.
you: not recommended
AI recommended (in order):
1. OpenAI API
2. Anthropic API
3. Google Cloud Vertex AI
4. Microsoft Azure AI Studio / Azure OpenAI Service
5. Hugging Face Inference API
6. Perplexity AI API
AI recommended 6 alternatives but never named T8mars/Comfyui-zhenzhen. 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 T8mars/Comfyui-zhenzhen?
pass
AI named T8mars/Comfyui-zhenzhen explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts T8mars/Comfyui-zhenzhen in production, what risks or prerequisites should they evaluate first?
pass
AI named T8mars/Comfyui-zhenzhen 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 T8mars/Comfyui-zhenzhen solve, and who is the primary audience?
pass
AI named T8mars/Comfyui-zhenzhen 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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T8mars/Comfyui-zhenzhen — 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