Research by Graph

LOG Machine: your AI visibility benchmark

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

At a glanceLOG Machine
3 / 180 answers

Citations

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

1.7%
View breakdown
Citations by Buyer journey
Buyer journeyLOG Machine
Learn0 / 21
Compare2 / 81
Validate1 / 36
Procure0 / 15
Use0 / 27
Citations by AI engine
AI engineLOG Machine
Perplexity3 / 180
ChatGPT (OpenAI)—
Google (AI Overviews)—
LOG Machine
25%50%75%100%LearnCompareValidateProcureUse

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

0 / 180 answers

Brand mentions

Answers that mention the company by name.

0.0%
View breakdown
Brand mentions by Buyer journey
Buyer journeyLOG Machine
Learn0 / 21
Compare0 / 81
Validate0 / 36
Procure0 / 15
Use0 / 27
Brand mentions by AI engine
AI engineLOG Machine
Perplexity0 / 180
ChatGPT (OpenAI)—
Google (AI Overviews)—
LOG Machine
25%50%75%100%LearnCompareValidateProcureUse

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

Where LOG Machine appears

What should be included in the total cost of owning an injection moulding machine?
1 / 3
Perplexity · Citations
How do electric and hydraulic machines compare for automotive moulding?
1 / 3
Perplexity · Citations
What should a factory acceptance test cover when buying an injection moulding machine?
1 / 3
Perplexity · Citations

Where LOG Machine stands

Ranked 22 in citations, 9 in brand mentions.

  1. 1
    YIZUMI
    28.9%52 / 180
  2. 18 companies not shown
  3. 20
    KraussMaffei
    2.8%5 / 180
  4. 21
    Topstar Technology Co., Ltd.
    2.2%4 / 180
  5. 22
    LOG MachineCurrent company
    1.7%3 / 180
  6. 23
    Zhejiang NPC Machinery Manufacturing Co., Ltd.
    1.1%2 / 180

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