AI Visibility Benchmark

How BigRep compares with AON3D

BigRep was cited in 3 of 346 answers about PEEK polymers, compared with 36 for AON3D. The gap was widest on questions about understanding the material or product, with AON3D cited more often.

At a glance

BigRep

AON3D

Rank #53 / 346 answers

Rank #136 / 346 answers

Citations

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

0.9%

10.4%

View breakdown

Citations by Buyer journey
Buyer journey	BigRep	AON3D
Learn	1 / 75	15 / 75
Compare	2 / 106	14 / 106
Validate	0 / 64	5 / 64
Procure	0 / 61	0 / 61
Use	0 / 40	2 / 40

Citations by AI engine
AI engine	BigRep	AON3D
Perplexity	2 / 180	20 / 180
ChatGPT (OpenAI)	—	—
Google (AI Overviews)	1 / 166	16 / 166

BigRepAON3D

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

Rank #10 / 346 answers

Brand mentions

Answers that mention the company by name.

0.0%

View breakdown

Brand mentions by Buyer journey
Buyer journey	BigRep	AON3D
Learn	0 / 75	0 / 75
Compare	0 / 106	0 / 106
Validate	0 / 64	0 / 64
Procure	0 / 61	0 / 61
Use	0 / 40	0 / 40

Brand mentions by AI engine
AI engine	BigRep	AON3D
Perplexity	0 / 180	0 / 180
ChatGPT (OpenAI)	—	—
Google (AI Overviews)	0 / 166	0 / 166

BigRepAON3D

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.

When should aerospace engineers consider PEEK rather than PEI?

1 / 3

0 / 3

Perplexity · Citations

Where could BigRep improve?

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

What affects the friction and wear performance of PEEK?

3 / 3

0 / 3

Google (AI Overviews) · Citations

What limits the use of PEEK instead of metal in robot components?

3 / 3

0 / 3

Perplexity · Citations

+18 other questions

Where AON3D has more appearances on at least one measured platform or measure.Request to see more

What next?

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How we increased AI visibility by 10x for a leading advanced materials manufacturer →
Making existing technical expertise more visible in Google Search and AI Overviews. 10× monthly Google impressions and 10× AI Overviews
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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 BigRep compares with AON3D

Citations

Brand mentions

Where BigRep leads

Where AON3D leads

Explore top PEEK comparisons

What next?