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Comfy Workflows · comfyworkflows.com · Scanned Mar 9, 2026
AI knows Comfy Workflows. It rarely recommends it.
We asked ChatGPT, Claude, Gemini, and AI Overviews 5 questions a buyer would ask, with no context and as up to 3 buyer personas. Comfy Workflows was named in 0 of 60 answers. Asked about the brand directly, 4 of 4 answers described it.
AI visibility score
0/ 100
Invisible
- Known
- 4 of 4
- answers about the brand by name
- Recommended
- 0 of 60
- answers to buying questions
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Questions where AI recommends someone else
Named in 0 of 5 questions.
A sample of the questions buyers ask, and whether ChatGPT, Claude, Gemini, and AI Overviews named Comfy Workflows in each answer.
Each dot is one answer, in this order:1No context2The Technical Pipeline Architect3The Freelance Generative Artist4The Efficiency-Driven Agency Foundernamed Comfy Workflows
And 5 more questions in the full report.
Perplexity was not part of this scan.
What AI says
What ChatGPT, Claude, Gemini, and AI Overviews say about Comfy Workflows.
Where AI gets its information
The sites AI cited when it answered questions about Comfy Workflows's market.
Counts are pages cited from each site.
Comfy Workflows' own site
comfyworkflows.com2
Other sites
comfyai.run15
docs.comfy.org14
runcomfy.com13
comfy.org8
comfyui.org8
ibm.com5
Publications
github.com27
youtube.com18
facebook.com4
linkedin.com2
alteryx.com1
apptunix.com1
Full report
Why AI answers this way, and what would change it.
Zero visibility in critical 'how-to' queries related to pipeline optimization and batch processing, leaving the market entirely to competitors.
- 1 more finding
- 3 recommended pages to write
- Every answer, word for word
- 507 cited sources, with links
Is this your brand? Claim it to see the full report.
About Comfy Workflows
Comfy Workflows is a platform focused on optimizing and streamlining creative and technical workflows, likely leveraging ComfyUI for generative AI automation. It provides tools and resources to help users build more efficient, repeatable, and scalable AI-driven processes.