We put 6 real buyer questions to ChatGPT (Azure) and Google AI and read every answer. No brand is named more often.
Read from the 5 answers that named The Pant Project.
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.
One of the 1 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 0.17). Recurring marks: Bilingual Hindi-English typography overlays, Visual irony of athletic activity in formalwear.
Your best post earns 0.2% engagement; the median post 0.0%. The one that landed opened with “Poetic visual presentation”.
3 reels, 2 carousels across 5 posts. images untested.
0 of 5 captions ask the reader to do anything. 2–3 hashtags per post. 10 words on average.
18.6 posts a week between 27 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.
“Poetic visual presentation”, 0.2% ER.
“STAY SHARP WHILE YOU DROWN IN COMFORT”, 0.0% ER.
Extracted from the frames and captions, not from a brief.
Centered full-body portraits and low-angle motion shots framed by urban or studio backdrops.
“Short, clever, and poetic, blending English with Hindi cultural context.”
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 menswear and comfortable tailored trousers, The Pant Project is named in 5 of 6 answers.
A 6-colour palette held across 7 posts (consistency 0.17). Recurring marks: Bilingual Hindi-English typography overlays, Visual irony of athletic activity in formalwear.
Fix in full reportYour best post earns 0.2% engagement; the median post 0.0%. The one that landed opened with “Poetic visual presentation”.
Hook formulas3 reels, 2 carousels across 5 posts. images untested.
Formats to test0 of 5 captions ask the reader to do anything. 2–3 hashtags per post. 10 words on average.
CTA templates18.6 posts a week between 27 Oct and 29 Oct. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsCentered full-body portraits and low-angle motion shots framed by urban or studio backdrops.
“Short, clever, and poetic, blending English with Hindi cultural context.”