Contextual Segments: a 0-to-1 launch inside a $5M+ product line
Contextual advertising lives or dies on segment quality: broad enough to scale, narrow enough to stay relevant. The job was to build and ship those segments, not to analyse them from a distance.
- Drove creation, rollout and performance optimisation of contextual Segments in a product line that generated $5M+ annual revenue for clients.
- When a segment traded breadth against relevance, went back to page and keyword data to split, merge or re-pool: diagnose, change, measure, refine.
- Built GTM and launch plans from segment and keyword data and experiments; translated analysis into product, GTM and monetization actions.
- Coordinated product, operations and commercial teams on rollout milestones, blockers and KPIs.
$5M+ annual revenue for clients using the product line
Client revenue, not a personal P&L.


