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AI Visibility Benchmark

How Upland Fab compares with Victrex

Upland Fab was cited in 3 of 166 answers about PEEK polymers, compared with 51 for Victrex. The gap was widest on questions about using and processing the material or product, with Victrex cited more often.

At a glance

Rank #263 / 166 answers

Rank #151 / 166 answers

Citations

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

1.8%

30.7%

View breakdown

Citations by Buyer journey
Buyer journey	Upland Fab	Victrex
Learn	0 / 36	12 / 36
Compare	1 / 52	16 / 52
Validate	2 / 31	0 / 31
Procure	0 / 28	13 / 28
Use	0 / 19	10 / 19

Citations by AI engine
AI engine	Upland Fab	Victrex
Perplexity	—	—
ChatGPT (OpenAI)	—	—
Google (AI Overviews)	3 / 166	51 / 166

Upland FabVictrex

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

Rank #152 / 166 answers

Rank #150 / 166 answers

Brand mentions

Answers that mention the company by name.

1.2%

30.1%

View breakdown

Brand mentions by Buyer journey
Buyer journey	Upland Fab	Victrex
Learn	0 / 36	3 / 36
Compare	0 / 52	13 / 52
Validate	2 / 31	2 / 31
Procure	0 / 28	22 / 28
Use	0 / 19	10 / 19

Brand mentions by AI engine
AI engine	Upland Fab	Victrex
Perplexity	—	—
ChatGPT (OpenAI)	—	—
Google (AI Overviews)	2 / 166	50 / 166

Upland FabVictrex

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 engineering partners can prototype PEEK aerospace components for qualification testing?

1 / 3

0 / 3

Google (AI Overviews) · Citations

Which engineering partners prototype PEEK robot components for wear testing?

1 / 3

0 / 3

Google (AI Overviews) · Citations

Where could Upland Fab improve?

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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

+29 other questions

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

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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.