AI Visibility Benchmark

How Ensinger compares with Victrex

Ensinger was cited in 97 of 526 answers about PEEK polymers, compared with 217 for Victrex. The gap was widest on questions about comparing options, with Victrex cited more often.

At a glance

Ensinger

Victrex

Rank #297 / 526 answers

Rank #1217 / 526 answers

Citations

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

18.4%

41.3%

View breakdown

Citations by Buyer journey
Buyer journey	Ensinger	Victrex
Learn	11 / 114	45 / 114
Compare	19 / 160	70 / 160
Validate	7 / 97	14 / 97
Procure	34 / 94	55 / 94
Use	26 / 61	33 / 61

Citations by AI engine
AI engine	Ensinger	Victrex
Perplexity	56 / 180	87 / 180
ChatGPT (OpenAI)	22 / 180	79 / 180
Google (AI Overviews)	19 / 166	51 / 166

EnsingerVictrex

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

Rank #460 / 526 answers

Rank #1144 / 526 answers

Brand mentions

Answers that mention the company by name.

11.4%

27.4%

View breakdown

Brand mentions by Buyer journey
Buyer journey	Ensinger	Victrex
Learn	0 / 114	10 / 114
Compare	7 / 160	34 / 160
Validate	3 / 97	7 / 97
Procure	28 / 94	67 / 94
Use	22 / 61	26 / 61

Brand mentions by AI engine
AI engine	Ensinger	Victrex
Perplexity	26 / 180	43 / 180
ChatGPT (OpenAI)	12 / 180	51 / 180
Google (AI Overviews)	22 / 166	50 / 166

EnsingerVictrex

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 suppliers provide PEEK stock shapes with traceability documentation for aerospace machining?

3 / 3

0 / 3

Perplexity · Citations

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

3 / 3

0 / 3

Perplexity · Citations

Which compounders develop PEEK formulations for low-friction automation components?

3 / 3

0 / 3

Perplexity · Brand mentionsMentions

+11 other questions

Where Ensinger has more appearances on at least one measured platform or measure.Request to see more

What are the benefits of PEEK?

3 / 3

0 / 3

Google (AI Overviews) · Citations

Which PEEK resin manufacturers help aerospace engineers select grades for metal replacement?

3 / 3

0 / 3

Google (AI Overviews) · Citations

Which suppliers provide implant-grade PEEK with supporting material documentation?

3 / 3

0 / 3

Google (AI Overviews) · Citations

+43 other questions

Where Victrex has more appearances on at least one measured platform or measure.Request to see more

What next?

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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.

How Ensinger compares with Victrex

Citations

Brand mentions

Where Ensinger leads

Where Victrex leads

Explore PEEK competitor comparisons

What next?