Research by Graph

Chuan Lih Fa (CLF): your AI visibility benchmark

How you perform, where to focus, and what to do next.

At a glanceChuan Lih Fa (CLF)
11 / 300 answers

Citations

Answers that link to a company-owned website as a source.

3.7%
View breakdown
Citations by Buyer journey
Buyer journeyChuan Lih Fa (CLF)
Learn1 / 35
Compare10 / 135
Validate0 / 60
Procure0 / 25
Use0 / 45
Citations by AI engine
AI engineChuan Lih Fa (CLF)
Perplexity8 / 180
ChatGPT (OpenAI)1 / 60
Google (AI Overviews)2 / 60
Chuan Lih Fa (CLF)
25%50%75%100%LearnCompareValidateProcureUse

Answers are measured for each company at each stage. Missing data is excluded from the calculations and charts.

0 / 300 answers

Brand mentions

Answers that mention the company by name.

0.0%
View breakdown
Brand mentions by Buyer journey
Buyer journeyChuan Lih Fa (CLF)
Learn0 / 35
Compare0 / 135
Validate0 / 60
Procure0 / 25
Use0 / 45
Brand mentions by AI engine
AI engineChuan Lih Fa (CLF)
Perplexity0 / 180
ChatGPT (OpenAI)0 / 60
Google (AI Overviews)0 / 60
Chuan Lih Fa (CLF)
25%50%75%100%LearnCompareValidateProcureUse

Answers are measured for each company at each stage. Missing data is excluded from the calculations and charts.

Where Chuan Lih Fa (CLF) appears

How should I choose a machine for thin-walled diagnostic consumables?
C3 / 3
Perplexity · Citations
How do electric and hydraulic machines compare for automotive moulding?
C2 / 3
Perplexity · Citations
What machinery features matter when moulding reinforced automotive structural components?
C1 / 1
Google (AI Overviews) · Citations
+5 more questions
Where Chuan Lih Fa (CLF) is cited or mentioned on at least one measured platform.Request to see more

Where Chuan Lih Fa (CLF) stands

Ranked 8 in citations, 10 in brand mentions.

  1. 1
    YIZUMI
    19.7%59 / 300
  2. 4 companies not shown
  3. 6
    Shibaura Machine
    4.0%12 / 300
  4. 6
    Sumitomo (SHI) Demag North America
    4.0%12 / 300
  5. 8
    Chuan Lih Fa (CLF)Current company
    3.7%11 / 300
  6. 8
    WITTMANN Group
    3.7%11 / 300

Explore top Machinery comparisons

What next?