AI Visibility Benchmark

IGO3D: your AI visibility benchmark

Chat with the findings

At a glance

IGO3D

Rank #162 / 180 answers

Citations

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

1.1%

View breakdown

Citations by Buyer journey
Buyer journey	IGO3D
Learn	0 / 39
Compare	2 / 54
Validate	0 / 33
Procure	0 / 33
Use	0 / 21

Citations by AI engine
AI engine	IGO3D
Perplexity	2 / 180
ChatGPT (OpenAI)	—
Google (AI Overviews)	—

IGO3D

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

Rank #60 / 180 answers

Brand mentions

Answers that mention the company by name.

0.0%

View breakdown

Brand mentions by Buyer journey
Buyer journey	IGO3D
Learn	0 / 39
Compare	0 / 54
Validate	0 / 33
Procure	0 / 33
Use	0 / 21

Brand mentions by AI engine
AI engine	IGO3D
Perplexity	0 / 180
ChatGPT (OpenAI)	—
Google (AI Overviews)	—

IGO3D

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 PEEK resin manufacturers help aerospace engineers select grades for metal replacement?

2 / 3

Perplexity · Citations

1
Ready Plastics
14.4%26 / 180
12 companies not shown
14
Modern Plastics
1.7%3 / 180
14
Vision Miner
1.7%3 / 180
16
IGO3DCurrent company
1.1%2 / 180
17
Fluorocarbon
0.6%1 / 180

What next?

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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.

IGO3D: your AI visibility benchmark

Citations

Brand mentions

Where IGO3D appears

Where IGO3D stands

Explore top PEEK comparisons

What next?