AI Visibility Benchmark

How Mitsubishi Chemical America compares with LyondellBasell

Mitsubishi Chemical America was cited in 3 of 120 answers about PP compounds, compared with 23 for LyondellBasell. The gap was widest on questions about using and processing the material or product, with LyondellBasell cited more often.

At a glance

Mitsubishi Chemical America

LyondellBasell

Rank #93 / 120 answers

Rank #123 / 120 answers

Citations

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

2.5%

19.2%

View breakdown

Citations by Buyer journey
Buyer journey	Mitsubishi Chemical America	LyondellBasell
Learn	0 / 8	2 / 8
Compare	0 / 64	11 / 64
Validate	0 / 18	0 / 18
Procure	3 / 14	4 / 14
Use	0 / 16	6 / 16

Citations by AI engine
AI engine	Mitsubishi Chemical America	LyondellBasell
Perplexity	1 / 60	8 / 60
ChatGPT (OpenAI)	2 / 60	15 / 60
Google (AI Overviews)	—	—

Mitsubishi Chemical AmericaLyondellBasell

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

Rank #71 / 120 answers

Rank #112 / 120 answers

Brand mentions

Answers that mention the company by name.

0.8%

10.0%

View breakdown

Brand mentions by Buyer journey
Buyer journey	Mitsubishi Chemical America	LyondellBasell
Learn	0 / 8	0 / 8
Compare	0 / 64	1 / 64
Validate	0 / 18	0 / 18
Procure	1 / 14	7 / 14
Use	0 / 16	4 / 16

Brand mentions by AI engine
AI engine	Mitsubishi Chemical America	LyondellBasell
Perplexity	0 / 60	5 / 60
ChatGPT (OpenAI)	1 / 60	7 / 60
Google (AI Overviews)	—	—

Mitsubishi Chemical AmericaLyondellBasell

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

Ranks among comparable companies in PP compounds.

Which manufacturers supply filled polypropylene compounds to US buyers?

1 / 1

0 / 1

Perplexity · Citations

Where could Mitsubishi Chemical America improve?

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

Which performance characteristics matter when choosing a polypropylene compound?

1 / 1

0 / 1

ChatGPT (OpenAI) · Citations

When should I choose glass-filled rather than mineral-filled polypropylene?

1 / 1

0 / 1

ChatGPT (OpenAI) · Citations

+18 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 Mitsubishi Chemical America compares with LyondellBasell

Citations

Brand mentions

Where Mitsubishi Chemical America leads

Where LyondellBasell leads

Explore top PP comparisons

What next?