Digital growth and SEO practitioner researching how public attention compares with measurable behaviour.
Nikhil researches and edits KalQLater's data-led analysis. His professional background is in digital growth, SEO, acquisition and retention, which shapes the publication's focus on separating measurable behaviour from marketing narratives.
On KalQLater, the author role includes defining the research question, checking source definitions, calculating derived metrics, writing the analysis and maintaining visible corrections and update dates.
The author page is not intended to substitute expertise for evidence. Every flagship analysis links directly to the underlying public sources so readers can audit the claims themselves.