AI Visibility Benchmark

Hopeful: your AI visibility benchmark

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

At a glanceHopeful
Rank #292 / 180 answers

Citations

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

1.1%
View breakdown
Citations by Buyer journey
Buyer journeyHopeful
Learn0 / 21
Compare2 / 81
Validate0 / 36
Procure0 / 15
Use0 / 27
Citations by AI engine
AI engineHopeful
Perplexity2 / 180
ChatGPT (OpenAI)—
Google (AI Overviews)—
Hopeful
25%50%75%100%LearnCompareValidateProcureUse

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

Rank #20 / 180 answers

Brand mentions

Answers that mention the company by name.

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

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

Ranks among comparable companies in Injection moulding machinery.

Where Hopeful appears

What machine features help control dimensions in drug-delivery device components?
2 / 3
Perplexity · Citations

Where Hopeful stands

Ranked 29 in citations, 2 in brand mentions.

  1. 1
    ZetarMold
    31.1%56 / 180
  2. 24 companies not shown
  3. 25
    PANDA
    2.8%5 / 180
  4. 25
    PT Banshu Plastic Indonesia
    2.8%5 / 180
  5. 28
    HingTung
    2.2%4 / 180
  6. 29
    HopefulCurrent company
    1.1%2 / 180

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