Content & Social: 34 findings, with sources

Global social commerce is a $700 billion market, but accessing it depends on operationalising creator work and proving how its metrics move through the funnel.

Global social commerce is a $700 billion market, and access to it depends on being able to operationalise creator work and show how the metrics move through the funnel.

Designing content around the creator's voice instead of the platform format produced 22% greater duration and 18% higher active attention.

Designing for creators rather than for platforms means starting from the person's voice and cadence instead of the format spec, usually with a longer runtime. Done well it produces 22% greater duration and 18% higher active attention.

Influencers, unlike platforms, are platform-agnostic: a creator found on TikTok can carry a YouTube environment or appear in a dark ad they never post themselves. Casting should follow the person, not the channel.

AI's practical value in creator marketing is not generation but relationship-finding across complex inputs: enforcing brand guidelines, tone, cadence and colour at scale, and building content strategy frameworks at speed.

Advice by maturity stage: newcomers should start but leapfrog using existing knowledge - a playbook, a clear measurement framework, de-risked decisioning, fewer KPIs. Established players should check that the wider team understands the creator specialism 60-70% well, because they make decisions about the rest of the plan.

Almost every AI Overview appears on an informational query, not a commercial or transactional one

Google AI Overviews skew overwhelmingly toward informational queries. Ahrefs distribution: 97.70% of AI Overview appearances are on informational intent against 74.15% of normal search, while navigational drops from 18.87% to 1.23%, commercial from 37.00% to 12.86% and transactional from 19.78% to 2.85%.

Creator content is shifting from a cost-per-impression logic to a cost-per-duration logic: the assets that last are searchable and durable rather than a 24-hour spike of hype.

42% of purchases in an influencer-inspired journey were completely spontaneous, going straight from discovery to checkout with no research or comparison.

42% of purchases inside an influencer-inspired journey were completely spontaneous - no research, no comparison, straight from discovery to checkout. Creators generate net new demand rather than only capturing existing demand.

The hardest part of creator education is identifying the cultural territory a brand can credibly play in and deciding who is trusted to tell that story - brands are frequently not the subject matter expert in the conversation they want to join.

Gap's creator-led affiliate programme 'Better in Denim' generated 8 billion impressions worldwide in a single month.

Gap's "Better in Denim" creator-led affiliate programme drew 8 billion worldwide impressions in a month; affiliate is a different discipline from pay-for-post and behaves differently on the funnel.

Cutting tracked metrics from close to 50 down to nine, ideally three or four, beats trying to cover every metric.

Metric discipline beats metric coverage: some clients carry close to 50 metrics across divisions and funnel stages. Get to nine, ideally three or four, and align on framework, order, frequency, purpose, reader and the decision each one changes.

Creators are an operating system only if the brand is ready to run one: whether the claim holds depends on the stage the brand is at and the level of rigour and measurement it can actually apply. Treating it as universally true skips the readiness question.

Creo's Starbucks x Walmart campaign used just three creators to generate 145 million impressions, a 7-point ad recall lift, an 8.9% sales lift and a 5.58 ROAS.

Creo's Starbucks cappuccino campaign with Walmart used just three creators and delivered 145 million impressions, 5 million products purchased, a 7-point lift in ad recall, 8.9% sales lift and 5.58 ROAS - creator work measured with the same rigour as a retail media network.

Creator inspiration often converts into category research rather than a purchase of the recommended brand: the viewer starts investigating the subject. Brands that only measure direct attribution never see the demand they created.

A working definition of culture for planners: the brand of behaviours that unite a group of people, with a point of origin and richness in a specific community, which technology then moves outward - most visibly in fashion, music, travel and discovery.

Bring creators into the KPI conversation early: they represent the brand guidelines in practice and they are buyers in the category themselves.