AI Visibility Benchmark

How GRAFE compares with LyondellBasell

GRAFE was cited in 2 of 300 answers about Masterbatch, compared with 34 for LyondellBasell. The gap was widest on questions about checking performance and suitability, with LyondellBasell cited more often.

At a glance

GRAFE

LyondellBasell

Rank #132 / 300 answers

Rank #134 / 300 answers

Citations

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

0.7%

11.3%

View breakdown

Citations by Buyer journey
Buyer journey	GRAFE	LyondellBasell
Learn	0 / 25	0 / 25
Compare	1 / 120	16 / 120
Validate	0 / 60	9 / 60
Procure	1 / 35	4 / 35
Use	0 / 60	5 / 60

Citations by AI engine
AI engine	GRAFE	LyondellBasell
Perplexity	0 / 180	23 / 180
ChatGPT (OpenAI)	1 / 60	7 / 60
Google (AI Overviews)	1 / 60	4 / 60

GRAFELyondellBasell

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

Rank #97 / 300 answers

Rank #416 / 300 answers

Brand mentions

Answers that mention the company by name.

2.3%

5.3%

View breakdown

Brand mentions by Buyer journey
Buyer journey	GRAFE	LyondellBasell
Learn	0 / 25	0 / 25
Compare	2 / 120	4 / 120
Validate	0 / 60	6 / 60
Procure	4 / 35	3 / 35
Use	1 / 60	3 / 60

Brand mentions by AI engine
AI engine	GRAFE	LyondellBasell
Perplexity	2 / 180	5 / 180
ChatGPT (OpenAI)	2 / 60	4 / 60
Google (AI Overviews)	3 / 60	7 / 60

GRAFELyondellBasell

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

Ranks among comparable companies in Masterbatch.

Which manufacturers produce colour masterbatch in the European Union?

2 / 3

0 / 3

Perplexity · Brand mentionsMentions

Which masterbatch manufacturers support colour matching for recycled plastics?

1 / 1

0 / 1

Google (AI Overviews) · Brand mentionsMentions

Where could GRAFE improve?

Discuss where GRAFE appears, where competitors lead, and which buyer questions to prioritise.Request a private briefing

What are the limitations of masterbatch compared with ready-compounded cable materials?

3 / 3

0 / 3

Perplexity · Citations

What dispersion data should I check when selecting carbon-black masterbatch for PE cable jackets?

3 / 3

0 / 3

Perplexity · Citations

+17 other questions

Where LyondellBasell 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 GRAFE compares with LyondellBasell

Citations

Brand mentions

Where GRAFE leads

Where LyondellBasell leads

Explore top Masterbatch comparisons

What next?