AI Visibility Benchmark

Upland Fab: your AI visibility benchmark

Chat with the findings

At a glance

Upland Fab

Rank #263 / 166 answers

Citations

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

1.8%

View breakdown

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

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

Upland Fab

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

Rank #152 / 166 answers

Brand mentions

Answers that mention the company by name.

1.2%

View breakdown

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

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

Upland Fab

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.

What are the trade-offs between PEEK and metal tubing for aircraft cable protection?

1 / 3

Google (AI Overviews) · Citations

Which engineering partners can prototype PEEK aerospace components for qualification testing?

1 / 3

Google (AI Overviews) · Brand mentionsMentions

Which engineering partners prototype PEEK robot components for wear testing?

1 / 3

Google (AI Overviews) · Brand mentionsMentions

1
Victrex
30.7%51 / 166
26 companies not shown
26
Pexco
1.8%3 / 166
26
Quanda Plastic
1.8%3 / 166
26
Upland FabCurrent company
1.8%3 / 166
31
AFT Fluorotec
1.2%2 / 166

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.

Upland Fab: your AI visibility benchmark

Citations

Brand mentions

Where Upland Fab appears

Where Upland Fab stands

Explore top PEEK comparisons

What next?