We put 6 real buyer questions to Claude and read every answer. No brand is named more often.
Read from the 6 answers that named Carhartt.
AI links Carhartt with this more than any other theme, and rarely credits it for weight. The full report shows the exact wording from each answer.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
All 6 answers, grouped by what the buyer was trying to do. The full report shows which gaps to close first, and how.
The rest stays sealed until you open the full report: every brand AI named, every answer word for word, and what to change.
Read from their seven most recent posts. Each one is scored out of 100 below, with what we saw behind the number.
Scores are relative to the posts analysed, not to competitors. That comparison is in the full report.
A 6-colour palette held across 7 posts (consistency 0.27). Recurring marks: real workers wearing the product in working settings, warm earthy palette of black, tan and cream.
Your best post earns 0.2% engagement; the median post 0.1%. The one that landed opened with “Graveyard shift approved.”.
3 reels, 2 carousels across 5 posts. images untested.
1 of 5 captions asks the reader to do anything. 0 hashtags per post. 18 words on average.
5.1 posts a week between 30 Oct and 6 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Ranked by engagement rate. What each one did differently is read from the frame and the caption.
One bar per post, in the order they went out. Hover a bar to see its date and rate.
“Graveyard shift approved.”, 0.2% ER.
“HOW IS A”, 0.0% ER.
Extracted from the frames and captions, not from a brief.
Tight framing on a worker or garment, with materials or ground filling the lower edge
“Short, confident lines that name the work and the people behind it, written like a tagline.”
The scorecard tells you where you stand. The full report tells you against whom, and what to post next week.
See everything else Nayavo does
When buyers ask AI about workwear and outdoor clothing, Carhartt is named in 6 of 6 answers.
A 6-colour palette held across 7 posts (consistency 0.27). Recurring marks: real workers wearing the product in working settings, warm earthy palette of black, tan and cream.
Fix in full reportYour best post earns 0.2% engagement; the median post 0.1%. The one that landed opened with “Graveyard shift approved.”.
Hook formulas3 reels, 2 carousels across 5 posts. images untested.
Formats to test1 of 5 captions asks the reader to do anything. 0 hashtags per post. 18 words on average.
CTA templates5.1 posts a week between 30 Oct and 6 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsTight framing on a worker or garment, with materials or ground filling the lower edge
“Short, confident lines that name the work and the people behind it, written like a tagline.”