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 MILK BAR.
AI links MILK BAR with this more than any other theme, and rarely credits it for wide variety. 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 0.30). Recurring marks: single hero dessert on a flat colour, a playful teaser line over the product.
Your best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Come close.”.
4 carousels, 1 reel across 5 posts. images untested.
4 of 5 captions ask the reader to do anything. 0 hashtags per post. 40 words on average.
5.7 posts a week between 2 Nov and 9 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.
“Come close.”, 0.1% ER.
“Hold + scroll to see where all the cookie butter goes”, 0.0% ER.
Extracted from the frames and captions, not from a brief.
Tight, centred close-ups of a single dessert on one flat colour, with a short white or black teaser line set over the image
“Playful and a little cheeky, the brand talks like a friend who knows exactly which cookie you need and is never shy about saying so, with a wink and a shout when something is about to run out.”
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 dessert and bakery delivery, MILK BAR is named in 6 of 6 answers.
A 6-colour palette held across 7 posts (consistency 0.30). Recurring marks: single hero dessert on a flat colour, a playful teaser line over the product.
Fix in full reportYour best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Come close.”.
Hook formulas4 carousels, 1 reel across 5 posts. images untested.
Formats to test4 of 5 captions ask the reader to do anything. 0 hashtags per post. 40 words on average.
CTA templates5.7 posts a week between 2 Nov and 9 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsTight, centred close-ups of a single dessert on one flat colour, with a short white or black teaser line set over the image
“Playful and a little cheeky, the brand talks like a friend who knows exactly which cookie you need and is never shy about saying so, with a wink and a shout when something is about to run out.”