AI Visibility Benchmark

Kemal: your AI visibility benchmark

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

At a glance

Kemal

Rank #166 / 360 answers

Citations

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

1.7%

View breakdown

Citations by Buyer journey
Buyer journey	Kemal
Learn	0 / 78
Compare	3 / 108
Validate	0 / 66
Procure	0 / 66
Use	3 / 42

Citations by AI engine
AI engine	Kemal
Perplexity	5 / 180
ChatGPT (OpenAI)	1 / 180
Google (AI Overviews)	—

Kemal

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

Rank #142 / 360 answers

Brand mentions

Answers that mention the company by name.

0.6%

View breakdown

Brand mentions by Buyer journey
Buyer journey	Kemal
Learn	0 / 78
Compare	0 / 108
Validate	0 / 66
Procure	0 / 66
Use	2 / 42

Brand mentions by AI engine
AI engine	Kemal
Perplexity	1 / 180
ChatGPT (OpenAI)	1 / 180
Google (AI Overviews)	—

Kemal

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

Ranks among comparable companies in PEEK polymers.

Which component manufacturers help move PEEK aerospace parts from prototypes into repeat production?

2 / 3

Perplexity · Citations

When should a PEEK automation component be machined rather than injection moulded?

2 / 3

Perplexity · Citations

When does injection moulding a PEEK aerospace component cost less than machining it from metal?

1 / 3

Perplexity · Citations

+1 more question

Where Kemal is cited or mentioned on at least one measured platform.Request to see more

1
Victrex
46.1%166 / 360
12 companies not shown
14
AIP Precision Machining
2.2%8 / 360
14
Criterion Precision Machining
2.2%8 / 360
16
AFT Fluorotec
1.7%6 / 360
16
KemalCurrent company
1.7%6 / 360

What next?

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How we increased AI visibility by 10x for a leading advanced materials manufacturer →
Making existing technical expertise more visible in Google Search and AI Overviews. 10× monthly Google impressions and 10× AI Overviews
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About the research

Each market was measured separately using market-specific questions across the buyer journey. Data was collected between 5–9 October 2026 using English-language prompts targeting the US geography across Google AI Overviews, ChatGPT and Perplexity. Results from repeated runs were pooled; citations and brand mentions were calculated separately. Missing responses were excluded, and comparisons include only engines with measurements for both companies.

In total, 60 questions across 6 markets were run (360 questions), producing approximately 1,900 responses and identifying 1,852 companies. The “who leads where” prompts shown are a subset of this research data.

All results underwent human review before publication. This is not an exhaustive market ranking. For methodology questions, or to report an issue with the data or report, please contact stefan.finch@graph.uk.

Kemal: your AI visibility benchmark

Citations

Brand mentions

Where Kemal appears

Where Kemal stands

Explore top PEEK comparisons

What next?