AI Visibility Benchmark

ENGEL: the AI visibility benchmark

How ENGEL performs, where to focus, and what to do next.

Benchmark your brand’s AI search visibility against category leaders.

At a glance

ENGEL

Rank #258 / 300 answers

Citations

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

19.3%

View breakdown

Citations by Buyer journey
Buyer journey	ENGEL
Learn	0 / 35
Compare	10 / 135
Validate	3 / 60
Procure	21 / 25
Use	24 / 45

Citations by AI engine
AI engine	ENGEL
Perplexity	39 / 180
ChatGPT (OpenAI)	8 / 60
Google (AI Overviews)	11 / 60

ENGEL

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

Rank #153 / 300 answers

Brand mentions

Answers that mention the company by name.

17.7%

View breakdown

Brand mentions by Buyer journey
Buyer journey	ENGEL
Learn	0 / 35
Compare	1 / 135
Validate	1 / 60
Procure	23 / 25
Use	28 / 45

Brand mentions by AI engine
AI engine	ENGEL
Perplexity	34 / 180
ChatGPT (OpenAI)	8 / 60
Google (AI Overviews)	11 / 60

ENGEL

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

Ranks among comparable companies in Injection moulding machinery.

Which injection moulding machine manufacturers offer automotive application trials?

3 / 3

Perplexity · Brand mentionsMentions

Which injection moulding machine manufacturers support electronics overmoulding trials?

3 / 3

Perplexity · Brand mentionsMentions

Which injection moulding machine manufacturers support customers in the United States?

3 / 3

Perplexity · Brand mentionsMentions

+19 more questions

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

1
YIZUMI
19.7%59 / 300
2
ENGELCurrent company
19.3%58 / 300
3
ARBURG
9.0%27 / 300
4
Meadoworks
7.7%23 / 300
5
KraussMaffei
5.0%15 / 300

What next?

Explore your market →
See the market leaderboard and explore more comparisons.
Learn about AI visibility →
Understand how buyers find companies through AI search.
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
Request a private briefing →
Explore the questions where competitors lead, the differences worth investigating, and where your team should focus next.

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.

ENGEL: the AI visibility benchmark

Citations

Brand mentions

Where ENGEL appears

Where ENGEL stands

Explore Machinery competitor comparisons

What next?