AI Visibility Benchmark

How Upland Fab compares with Quanda Plastic

Upland Fab was cited in 3 of 166 answers about PEEK polymers, compared with 3 for Quanda Plastic. The gap was widest on questions about checking performance and suitability, with Upland Fab cited more often.

At a glance

Upland Fab Quanda Plastic

Rank #263 / 166 answers

Rank #313 / 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	Quanda Plastic
Learn	0 / 36	1 / 36
Compare	1 / 52	1 / 52
Validate	2 / 31	1 / 31
Procure	0 / 28	0 / 28
Use	0 / 19	0 / 19

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

Upland FabQuanda Plastic

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

Rank #152 / 166 answers

Rank #240 / 166 answers

Brand mentions

Answers that mention the company by name.

1.2%

0.0%

View breakdown

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

Brand mentions by AI engine
AI engine	Upland Fab	Quanda Plastic
Perplexity	—	—
ChatGPT (OpenAI)	—	—
Google (AI Overviews)	2 / 166	0 / 166

Upland FabQuanda Plastic

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

Q0 / 3

Google (AI Overviews) · Citations

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

1 / 3

Q0 / 3

Google (AI Overviews) · Citations

+1 other question

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

What are the performance characteristics of PEEK?

Q1 / 3

0 / 3

Google (AI Overviews) · Citations

How do the material requirements for PEEK implants differ from those for reusable surgical instruments?

Q1 / 2

0 / 2

Google (AI Overviews) · Citations · Partial coverage

+1 other question

Where Quanda Plastic 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.

How Upland Fab compares with Quanda Plastic

Citations

Brand mentions

Where Upland Fab leads

Where Quanda Plastic leads

Explore top PEEK comparisons

What next?