When a series returns, the audience can shift fast. Your partnership plan should reflect it.
Ahead of a new season, the most valuable question is not just “how big is the audience?” It is “who is showing up now, and what else do they engage with?” In one recent Parrot Analytics Affinity analysis of a returning scripted series, the audience engaging in the three months leading into Season 2 skewed significantly younger than the audience that engaged around Season 1, with Gen Z rising from 6.5% to 18.1%. The same pre-Season 2 audience also skewed slightly more male, suggesting room to grow female engagement.
This is where Affinity becomes practical for distribution and partnerships teams: it pinpoints which adjacent audiences to activate through co-marketing and which sponsorship or partner opportunities are most likely to be relevant.
Learn more about how this works in practice with Parrot Analytics’ Affinity Solutions.
What Affinity measures, and why it helps partnerships teams move faster
Parrot Analytics’ Affinity Solutions uses social media engagement data to uncover the brands, content, and influencers most followed by a target audience, and maps the communities they belong to.
An affinity analysis can start with a:
- Consumer brand
- Talent
- TV show or movie
- Demographic or community
In this case, the starting point was a single series, and the analysis compared two cohorts:
- Season 1 cohort: audiences who engaged with the series on social media up to three months post-release of Season 1
- Pre-Season 2 cohort: audiences who engaged with the series on social media over the last three months leading into Season 2
From there, the focus was simple:
- Identify whether the audience composition shifted between Season 1 and the run-up to Season 2
- Assess where there is potential to grow female and A25-and-under audiences
- Translate those signals into actionable affinity “neighborhoods” for partnerships and activation
The headline shift: younger, and slightly more male
The demographic change between the two cohorts was clear.
Generation (share of engaged audience)
- Gen Z: 6.5% → 18.1%
- Zennials: 13.4% → 32.0%
- Millennials: 34.3% → 26.1%
- Gen X+: 45.7% → 23.8%
Gender (share of engaged audience)
- Male: 71.6% → 77.4%
- Female: 28.4% → 22.6%
For executives thinking about distribution and partnerships, this matters because pre-launch engagement is often where momentum shows up first. If the audience arriving ahead of Season 2 is younger, then partnership targets need to match that reality. If female engagement is down, it creates a clear growth objective.
What the female segment over-indexes with
Within the pre-Season 2 cohort, female engagers showed strongest affinity to content that blends:
- Dark and sharp comedy
- Character-driven narratives
- Emotional depth and authenticity
- Satirical takes on contemporary life
- Stories that tackle identity and power dynamics
This is exactly the kind of signal a partnerships team can use to shortlist collaborators. If you are building co-marketing or promotional partnerships, you want the “adjacent neighborhood” where the audience already clusters, not a generic list of popular titles.
If you want to operationalize this across titles, talent, and communities, Parrot Analytics’ Affinity Solutions are designed for that kind of targeting.
What the Gen Z segment over-indexes with
Gen Z engagers within the pre-Season 2 cohort were drawn to high-energy, genre-blending films and shows that mix:
- Sci-fi
- Action
- Dark comedy
For partnership planning, this helps you focus on the specific ecosystems where Gen Z attention is already concentrated. It is also a reminder that “younger” does not automatically mean “broader.” The overlap tends to be strong in particular creative lanes, and Affinity makes those lanes visible.
The bigger creative signal: overlap shifted between Season 1 and the run-up to Season 2
Comparing the highest-overlap content for each cohort revealed a change in what sits closest to the series’ audience.
Season 1 cohort preferences skewed toward:
- emotionally resonant, genre-blending content
- introspective themes
- bold and unconventional storytelling
- innovative narratives that challenge traditional formats while delivering emotional and thematic depth
Pre-Season 2 cohort preferences skewed toward:
- visually striking and genre-defying content that blends creativity with thought-provoking narratives
- bold, character-driven storytelling across fantasy, drama, and dark comedy
You do not need to name the comp titles publicly for the takeaway to be useful. The audience engaging right now is signaling a slightly different “adjacent set” than the one that showed up around Season 1.
How to turn affinity into partnership priorities: use reach and affinity together
Affinity becomes most actionable when paired with reach. The framework breaks potential partners into four buckets:
- High reach + low affinity: large untapped audience, with potential to unlock a new audience segment
- High reach + high affinity: large overlap between audiences, useful for identifying sponsorship opportunities
- Low reach + high affinity: large overlap with a smaller audience, useful to engage a niche audience
- Low reach + low affinity: small overlap, smaller potential
For distribution and partnerships leaders, this is a clean way to move from “this partner feels on-brand” to “this partner is likely to be relevant for the audience segment we are trying to grow.”
Talent affinity: a practical lever to grow younger and more female reach
Affinity also helps you evaluate cast audiences as activation opportunities.
In this case:
- Two supporting cast members showed the highest overlap with both the Season 1 and pre-Season 2 cohorts, but their social audiences were smaller than other cast members.
- The lead actor saw an increase in affinity compared to Season 1, but still lagged behind other cast members, pointing to an opportunity to boost engagement with that audience.
The most actionable detail was the demographic contrast:
- The pre-Season 2 cohort skewed 77% male / 23% female, with 18% Gen Z
- The lead actor’s engaged audience skewed 56% female, with 20% Gen Z
That gap signals an opportunity to activate the lead actor’s audience on social media to reach a younger and more female-skewed demographic.
If you are planning distribution partnerships, co-marketing, or sponsorships for a returning season, Affinity gives you a clear read on what is changing, not just what is big.
Key takeaways from this analysis:
- Pre-season engagement can reveal a meaningful demographic shift, including a jump in Gen Z share.
- Female growth opportunities become easier to target when you understand the content neighborhoods that female engagers over-index with.
- Talent audiences can act as a targeted lever when the series’ engaged base skews away from the segments you want to grow.
Next steps:
- Explore Affinity Solutions to see how Parrot Analytics applies this across content, talent, brands, and communities.
- Reach out to our team to discuss how Parrot Analytics can support your strategy.
