Dynamic Meta audience automation for Turkey's leading job platform.

Managing Meta Custom Audiences manually at kariyer.net's scale was not operationally viable. The targeting matrix — job categories, cities, seniority levels, sectors — produced thousands of theoretically valid audience combinations. Each combination represented a distinct Meta Custom Audience that needed to be created, populated with the right signals, and kept synchronized as the live listing inventory changed.

When a hiring wave in Istanbul's technology sector produced a surge in senior engineering roles, the corresponding audience needed to reflect that. When listings in a particular category or location decreased, the audience pool needed to be updated accordingly — both to maintain relevance and to ensure Meta's algorithm wasn't optimizing toward a stale signal.

No human team could manage this refresh cycle at the required frequency and across the required number of segments. The solution had to be architectural.

RoiGuru built a dynamic audience automation system using RoiGuru Target, generating and refreshing Meta Custom Audiences from kariyer.net's live listing data on a 30-minute synchronization cycle. Each audience segment is defined by a query against the live database — positions by category, city, seniority, and sector — and maintained automatically as the listing inventory changes.

RoiGuru Connect handles the listing synchronization layer, ensuring the advertising state reflects only currently active job postings. When a position is filled or deactivated, the corresponding campaign is automatically paused — helping avoid continued advertising activity for outdated job data and keeping campaigns aligned with currently open positions.

The implementation also created the infrastructure for a productized advertising model. By operating the audience and campaign automation at the platform level, kariyer.net can offer employers a sophisticated Meta advertising reach as part of their platform packages — making premium advertising distribution available as a product feature rather than requiring employers to manage their own Meta campaigns independently.

The automation system reduced the manual audience management burden while enabling targeting precision that would be difficult to manage consistently through manual audience operations at this scale. Audience segments that previously required individual creation and management are now maintained automatically — synchronized every 30 minutes to reflect the current listing inventory rather than relying on the last time a campaign manager made manual updates.

The productized advertising model created a new commercial dimension: employers on the platform can access sophisticated Meta advertising distribution as part of their kariyer.net engagement, creating a revenue stream for the platform while providing an employer-facing advertising product with platform-visible campaign activity and application flow.