Marketing analytics2026

LinkedIn Performance & Growth Analysis

Marketing analytics project examining content performance and audience engagement to identify growth opportunities through data storytelling.

Abstract motif of content posts as data points on a rising engagement pathway.

Context

A personal marketing analytics project analysing LinkedIn content performance: which content resonates with an audience, when, and why.

Problem

Social platforms provide plenty of metrics but little interpretation. The goal was to move from vanity metrics to an evidence-based view of what drives audience engagement and account growth.

Approach

Collecting and structuring post-level performance data.
Coding content characteristics (format, topic, tone) to link them to engagement outcomes.
Analysing audience engagement patterns over time.
Summarising findings as a data story with concrete content recommendations.

Results & insights

Findings will be documented here when the analysis is complete.

What I learned

Marketing analytics rewards the same instincts as behavioural research: define the behaviour you care about, measure it honestly, and be suspicious of metrics that flatter.