Udemy is named in 100% of the same answers. All 6 questions are open ground, and the full report shows which ones to win first.
Nothing to read yet. This fills in as soon as AI names Kritika Malhotra.
Once AI starts naming you, this is where you see what it says. The full report shows what competitors are praised for.
named across the 6 answers where Kritika Malhotra was not.
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 6 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 0.49). Recurring marks: product-first framing, gold and cream palette.
Your best post earns 0.2% engagement; the median post 0.1%. The one that landed opened with “This is what the first day of Cakeology looked like!”.
4 reels, 1 carousel across 5 posts. images untested.
1 of 5 captions asks the reader to do anything. 0–2 hashtags per post. 62 words on average.
1.0 posts a week between 27 Sept and 31 Oct.
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 what the first day of Cakeology looked like!”, 0.2% ER.
“Meetha Pataka for this Diwali😎”, 0.0% ER.
Extracted from the frames and captions, not from a brief.
Vertical frames with the finished sweet or cake centred and the baker's hand or spatula entering from one edge.
“A warm home baker who shares her kitchen, names the recipe plainly, then sells the class with dates in the same breath.”
The scorecard tells you where you stand. The full report tells you against whom, and what to post next week.
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When buyers ask AI about online baking classes, Kritika Malhotra is not in the answers yet.
A 6-colour palette held across 7 posts (consistency 0.49). Recurring marks: product-first framing, gold and cream palette.
Fix in full reportYour best post earns 0.2% engagement; the median post 0.1%. The one that landed opened with “This is what the first day of Cakeology looked like!”.
Hook formulas4 reels, 1 carousel across 5 posts. images untested.
Formats to test1 of 5 captions asks the reader to do anything. 0–2 hashtags per post. 62 words on average.
CTA templates1.0 posts a week between 27 Sept and 31 Oct.
Best posting windowsVertical frames with the finished sweet or cake centred and the baker's hand or spatula entering from one edge.
“A warm home baker who shares her kitchen, names the recipe plainly, then sells the class with dates in the same breath.”