We put 6 real buyer questions to ChatGPT (Azure) and Google AI and read every answer. Fabindia and Manyavar are named more often.
Read from the 2 answers that named Linen Trail.
Once AI starts naming you, this is where you see what it says. The full report shows what competitors are praised for.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
Two of the 4 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
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 0.24). Recurring marks: Centered serif typography overlays on raw fabric textures, Branded cloth tag with threaded needle visual anchor.
Your best post earns 0.0% engagement; the median post 0.0%.
3 carousels, 2 reels across 5 posts. images untested.
4 of 5 captions ask the reader to do anything. 5 hashtags per post. 68 words on average.
5.9 posts a week between 23 Oct and 29 Oct. 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.
“Timeless checks. Effortless comfort.”, 0.0% ER.
Extracted from the frames and captions, not from a brief.
Centered macro fabric close-ups and balanced flatlays with prominent overlay typography.
“Refined yet approachable tone that pairs quiet luxury product highlights with conversational hooks.”
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 Men's Pure Linen Apparel and Festive Gifting, Linen Trail is named in 2 of 6 answers.
A 6-colour palette held across 7 posts (consistency 0.24). Recurring marks: Centered serif typography overlays on raw fabric textures, Branded cloth tag with threaded needle visual anchor.
Fix in full reportYour best post earns 0.0% engagement; the median post 0.0%.
Hook formulas3 carousels, 2 reels across 5 posts. images untested.
Formats to test4 of 5 captions ask the reader to do anything. 5 hashtags per post. 68 words on average.
CTA templates5.9 posts a week between 23 Oct and 29 Oct. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsCentered macro fabric close-ups and balanced flatlays with prominent overlay typography.
“Refined yet approachable tone that pairs quiet luxury product highlights with conversational hooks.”