AI Visibility Benchmark

Goodfellow: your AI visibility benchmark

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

At a glance

Goodfellow

Rank #710 / 526 answers

Citations

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

1.9%

View breakdown

Citations by Buyer journey
Buyer journey	Goodfellow
Learn	1 / 114
Compare	0 / 160
Validate	2 / 97
Procure	7 / 94
Use	0 / 61

Citations by AI engine
AI engine	Goodfellow
Perplexity	4 / 180
ChatGPT (OpenAI)	2 / 180
Google (AI Overviews)	4 / 166

Goodfellow

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

Rank #47 / 526 answers

Brand mentions

Answers that mention the company by name.

1.3%

View breakdown

Brand mentions by Buyer journey
Buyer journey	Goodfellow
Learn	0 / 114
Compare	0 / 160
Validate	0 / 97
Procure	7 / 94
Use	0 / 61

Brand mentions by AI engine
AI engine	Goodfellow
Perplexity	1 / 180
ChatGPT (OpenAI)	2 / 180
Google (AI Overviews)	4 / 166

Goodfellow

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 distributors stock PEEK injection-moulding grades in the US?

2 / 3

Google (AI Overviews) · Brand mentionsMentions

Where can a US manufacturer buy small quantities of PEEK resin for moulding trials?

2 / 3

Google (AI Overviews) · Brand mentionsMentions

Which suppliers hold PEEK injection-moulding resin in EU warehouses for repeat production?

2 / 3

Perplexity · Citations

+2 more questions

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

1
Boedeker
6.1%32 / 526
2 companies not shown
4
Curbell Plastics
3.4%18 / 526
5
Modern Plastics
2.5%13 / 526
6
Kurt J. Lesker Company
2.3%12 / 526
7
GoodfellowCurrent company
1.9%10 / 526

What next?

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How we increased AI visibility by 10x for a leading advanced materials manufacturer →
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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.

Goodfellow: your AI visibility benchmark

Citations

Brand mentions

Where Goodfellow appears

Where Goodfellow stands

Explore top PEEK comparisons

What next?