Project Overview

Industry: International Education / Lead Generation

A study abroad consultancy's primary business objective was to attract students interested in postgraduate — specifically Master's level — programmes abroad. While campaigns were running and generating leads, a recurring problem was emerging: despite the campaigns being structured with an appropriate age range, a significant portion of the inquiries coming through were from prospects interested in Bachelor's programmes.

This misalignment was costing the admissions team time and reducing the efficiency of the overall recruitment funnel. The business needed a more precise approach to reaching the right segment — working professionals and recent graduates who were actively considering postgraduate study, not school leavers exploring undergraduate options.

Challenge

The campaigns had been set up with an age range of 24 to 35, which seemed like a reasonable starting point for targeting Master's prospects. In practice, however, age alone proved to be an unreliable proxy for academic intent. Within that age band, a meaningful proportion of leads were still interested in Bachelor's study — either because they had not yet completed an undergraduate degree, or because the ad messaging and targeting did not effectively distinguish between Bachelor's and Master's audiences.

The admissions team had a clear priority: they needed to focus their time on postgraduate candidates. The challenge was structural — campaign targeting needed to move beyond simple demographics and reflect the academic and professional profile of a genuine Master's prospect.

Analysis and Research Process

The analysis began with a review of the leads being generated — who they were, what they were asking about, and where the mismatch with business objectives was occurring. This quickly confirmed that age demographic targeting alone was insufficient.

The key insight was that a Master's prospect has a distinct academic history and professional status that differentiates them from a Bachelor's prospect — they have already completed an undergraduate degree, they are typically in or recently out of the workforce, and they are considering postgraduate study with a specific career outcome in mind. These characteristics are addressable through Meta's audience targeting tools if the right signals are used.

Rather than relying solely on age, I identified three targeting dimensions that better reflected the Master's candidate profile:

1. Academic background: Targeting users who held or had recently completed a Bachelor's degree — signalling that they were eligible for postgraduate study.
2. Graduation timeline: Focusing on Bachelor's graduation years that corresponded to candidates who had finished their undergraduate studies within a realistic window for Master's application.
3. Professional status: Prioritising working professionals, who represent the core demographic for most postgraduate programmes and who have a stronger motivation for career-driven further education.

Actions Taken

The existing age range was maintained as a baseline, but the targeting was significantly refined by layering in audience signals that reflected the actual profile of a Master's candidate.

1. Academic background targeting was applied. Users associated with undergraduate degree completion were prioritised within the campaign audience.
2. Bachelor's graduation year filters were used to focus on candidates who had finished their undergraduate studies and were in a stage of life consistent with postgraduate consideration.
3. Working professionals were prioritised through interest and behaviour targeting that reflected professional employment — recognising that this group has the strongest motivation and qualification profile for Master's programmes.
4. Audience segmentation was refined to reduce overlap with users who matched the age range but displayed signals more consistent with undergraduate study interest.

Outcome

Following the targeting refinements, the proportion of leads from Master's-level prospects increased. The admissions team reported improved relevance in their inquiry pipeline — a higher share of contacts were discussing postgraduate programmes, and fewer inquiries were from Bachelor's candidates outside the business's priority segment.

The campaign also highlighted an important principle in performance marketing: demographic segments and intent segments do not always align neatly. Effective targeting for postgraduate recruitment requires building an audience profile around educational and professional context, not just age. This project established an approach that could be replicated and refined across future postgraduate campaigns.

Key Takeaways

The central insight from this project was that demographic targeting is an unreliable proxy for intent. Age range targeting produced the right demographic profile in theory, but not the right audience in practice. The real signal was not age — it was professional status and academic history. Moving the targeting strategy upstream of demographics, to where genuine intent lived, resolved the misalignment between campaign output and business objective.

• When lead quality fails to improve through creative or messaging changes, the problem is often upstream — in how the audience itself is constructed.
• Layering professional and contextual signals on top of demographic criteria significantly improved targeting precision without narrowing the audience too aggressively.
• Building an audience profile from the ground up — rather than adjusting existing targeting incrementally — produced a more coherent and higher-performing campaign.
• In any market where the buyer's life stage or professional context matters more than their age, intent-based segmentation outperforms demographic targeting alone.
• The segmentation framework developed here — combining professional status, contextual signals, and behavioural intent — is transferable to any audience where direct interest data is unavailable.