We put 6 real buyer questions to Claude and read every answer. No brand is named more often.
Read from the 5 answers that named TATA.CARS.
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 eight 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 8 posts (consistency 0.20). Recurring marks: car as hero inside a surreal or festive set, short witty headline overlaid on the image.
Your best post earns 0.5% engagement; the median post 0.1%. The one that landed opened with “this is how we sweet-talk”.
3 carousels, 2 images across 5 posts. reels untested.
0 of 5 captions ask the reader to do anything. 1–4 hashtags per post. 10 words on average.
8.7 posts a week between 5 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.
“this is how we sweet-talk”, 0.5% ER.
“MY CAR HAS A SOCIAL LIFE”, 0.0% ER.
Promotional posts average 0.3%, product showcase posts 0.1%: 2.0× apart.
Extracted from the frames and captions, not from a brief.
The car is the single hero in the middle ground and the scene is built around it, not around people
“Short, witty lines that tease the car rather than explain it: a wink rather than a pitch.”
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 new passenger car buying, TATA.CARS is named in 5 of 6 answers.
A 6-colour palette held across 8 posts (consistency 0.20). Recurring marks: car as hero inside a surreal or festive set, short witty headline overlaid on the image.
Fix in full reportYour best post earns 0.5% engagement; the median post 0.1%. The one that landed opened with “this is how we sweet-talk”.
Hook formulas3 carousels, 2 images across 5 posts. reels untested.
Formats to test0 of 5 captions ask the reader to do anything. 1–4 hashtags per post. 10 words on average.
CTA templates8.7 posts a week between 5 Nov and 9 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsThe car is the single hero in the middle ground and the scene is built around it, not around people
“Short, witty lines that tease the car rather than explain it: a wink rather than a pitch.”