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Brand index / fashion

Iron Heart

Iron Heart scores 8 for AI visibility, named in 1 of 37 answers about its own category.

AI visibility

8

Agent readability
86
Tracking
97
Landing page
HTML only

Ranked on AI visibility alone. The other three are reported beside it and are not added together: they measure different things in different units.

Score over time

First measured 2026-08-25. A second run is needed before there is any movement to show, and no brand is re-measured inside 6 days.

What we asked

Built from Iron Heart's own public catalogue, so they are different for every brand. None of them names the brand, because a question that does guarantees a mention.

  1. 1What are the best cotton socks?
  2. 2Best socks for work
  3. 3Which brands make organic socks?
  4. 4What are the best jackets?
  5. 5Who makes the best shirts?
  6. 6Best socks under $40
  7. 7Best jackets for work
  8. 8What are the best wool socks?
  9. 9What are the best merino wool socks?
  10. 10Best shirts for work
  11. 11Best jackets under $525
  12. 12Best shirts under $450

What this run could detect

12 questions across 4 assistants. Because the same question goes to every assistant, those answers are not independent, so we discount them to 18.8 effective observations. The smallest rate we could reliably tell apart from zero is 15%. A rate below that would not have been distinguishable from never appearing.

On the list, or only in the answer

37 of the answers to these questions produced an actual shortlist of brands. Iron Heart was on 1 of them.

Where a position is recorded, it was numbered by the assistant (1). We do not publish an average position, because those two are not the same measurement.

Who named them

Each assistant, how many answers it gave, and how many named Iron Heart.
AssistantAnsweredNamed Iron Heart
Gemini121
Claude120
Perplexity110
ChatGPT20
If you want the ultimate heavyweight flannel, Iron Heart uses ultra-thick, Japanese woven Aspero cotton that is built to last a lifetime (though at a much higher price point).
Gemini, answering "Who makes the best shirts?" on 2026-08-25. Iron Heart appeared at position 4. Quoted verbatim from the stored answer.

Coverage on this run

Measured 2026-08-25. 4 of 4 assistants responded, returning 37 answers across 48 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

Not enough brands measured in fashion yet. A standing needs at least 3 measured brands in a category, and this one has 2.

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