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UnknownAuthenticated Instagram caption explicitly names Napkin AI and the reviewed frames show its product or output; no public commercial disclosure was captured. https://www.instagram.com/p/DZXTF5mqvoq/0:46 · spoken hook

“Every time I share my AI engineering roadmap or DSC roadmap or what I study during college to crack Microsoft,”

The opening line · 0:00 · move: story

Responds to feedback that an AI-engineering roadmap is too text-heavy by converting the creator's own roadmap into editable visual versions for notes and presentations.

14Kviews700likes—vs their usual post · — views—creators ran this script

@Shivanjali | Tech, Creativity, Lifestyle · — followers · creator page →

The script, step by step14 lines

The script14 lines · @Shivanjali | Tech, Creativity, Lifestyle

0:00Every time I share my AI engineering roadmap or DSC roadmap or what I study during college to crack Microsoft,
0:06there's this one piece of feedback I see again and again.
0:09The content is great but it's too text heavy to follow.

11 more linesmembers read and copy every script on the site

Who made ittheir public relationship signal, and the receipt for it

@Shivanjali | Tech, Creativity, Lifestyleinstagram · — followers · median — views · n=—best post14Kviews · for Napkin AIUnknown Authenticated Instagram caption explicitly names Napkin AI and the reviewed frames show its product or output; no public commercial disclosure was captured. https://www.instagram.com/p/DZXTF5mqvoq/Open creator →

Views and likes are public counts at capture time. The multiple compares this post with the creator’s own recent median, not a claim about what caused its reach. Read the methodology →