Markets › commercial airplane manufacturers 9 brands › embraer.com
How often is it named?
28/36
3 of 9 brands, across 6 questions about commercial airplane manufacturers.
How is it described?
Not measured yet — nothing has asked about Embraer by name.
Its 28 mentions come from neutral questions, which show how often it comes up but not how it is characterised.
In this market the assistants mostly name the biggest sites: prominence and mentions move together closely.
↑how often assistants name it →how much traffic its website gets
Across is web prominence — the brand's domain in the Tranco ranking of the world's most-visited sites, on a logarithmic scale, so each step is roughly ten times more prominent. Up is how many of the 36 answers named it.
Every brand with a ranked domain is plotted, including the 1 whose domain is an imperfect stand-in — shared with sibling products, a subdomain, or registered abroad, drawn hollow — because a domain carrying a whole company still plausibly helps that company's products get named. Brands checked against the list and not found sit in the "not ranked" band at the left: their websites are known to be outside the top million, which is a measurement rather than a gap. Brands whose rank belongs to a parent domain, and those never checked, are not plotted at all — an unknown rank cannot be placed. Not plotted, having no ranked domain: Mitsubishi Aircraft Corporation.
Rank correlation +0.82 across 8 brands — a description of this picture, not a claim about the market as a whole.
By question
| Question | Answers | Named it |
|---|---|---|
| Who are the best commercial airplane manufacturers? | 6/6 | |
| What companies make commercial passenger airplanes? | 6/6 | |
| What airplane makers offer the most fuel efficient jets? | 6/6 | |
| Who builds the most reliable commercial aircraft? | 5/6 | |
| What companies produce narrow body airliners? | 3/6 | |
| What manufacturers build wide body long haul aircraft? | 2/6 |
Where it lands when answers rank brands
median position 4 of about 5
in the top three 44% of ranked answers
from 25 ranked answers
95% interval 62–88%
on its own count
The two assistants
| Assistant | Named it |
|---|---|
| anthropic | 16/18 (89%) |
| openai | 12/18 (67%) |
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Method
market commercial airplane manufacturers
brands compared 9
answers 36
web prominence Tranco #80,160
Embraer is counted by the same matcher as every other brand here, against the same list of names, from the same answers. It gets no extra aliases and no special handling.
Web search was off, so this measures what the models already know rather than what they would retrieve today. A difference smaller than about 12 points is not meaningful.
How the table is ordered. By how many of the 36 answers named each brand. Brands on the same count share a rank and are shown in the order the assistants tended to list them. A brand counts once per answer, however many times it is named in it.
How close is close. Two brands share a rank only when their counts are identical. Beyond that, a gap smaller than about four answers is inside what this measurement moves between runs — so read near-neighbours as close rather than settled, which is why every row keeps its interval.