Brooklinen
Brooklinen carries no score for AI visibility: we could not read enough of the catalogue to build questions about its actual products, so the run asked generic category questions and those cannot be scored.
That is a gap in our measurement, not a finding about Brooklinen, and it is why the row is absent from the ranking rather than sitting at the bottom of it. The answers we did collect are below, and they are worth reading even though they do not add up to a score.
What we asked
Generic questions for this category. We could not read a public product catalogue for this store, so we could not build questions about its actual products, and a run in this state is reported as unmeasured rather than scored. None of them names the brand.
- 1What are the best bedding brands?
- 2Best cookware brands for home cooks
- 3Which candle brands are worth it?
- 4Best affordable furniture brands online
What this run could detect
4 questions across 4 assistants. Because the same question goes to every assistant, those answers are not independent, so we discount them to 6.3 effective observations. The smallest rate we could reliably tell apart from zero is 38%. A rate below that would not have been distinguishable from never appearing.
On the list, or only in the answer
16 of the answers to these questions produced an actual shortlist of brands. Brooklinen was on 4 of them.
Where a position is recorded, it was inferred from where the name appeared in the answer (1), numbered by the assistant (2), unrecorded (1). We do not publish an average position, because those two are not the same measurement.
Who named them
| Assistant | Answered | Named Brooklinen |
|---|---|---|
| Perplexity | 4 | 1 |
| Gemini | 4 | 1 |
| ChatGPT | 4 | 1 |
| Claude | 4 | 1 |
Brooklinen — Best for balanced comfort and choice.
Coverage on this run
Measured 2026-08-07. 4 of 4 assistants responded, returning 16 answers across 16 question-and-assistant pairs. Every score on this page is scoped to those conditions, and a run that reaches too few assistants reports no score rather than a lower one.
Against its category
Brooklinen ranks of 10 measured home brands. The category median is 0.
This page carries the ranking. The schema, tracking, catalogue and landing-page findings behind the other three scores are on the report itself.
See the full audit for this store