Food For Your Brain

Topic

Measurement

What gets counted, what gets ignored, and who benefits from the difference.

53 marks · first on 28 April 2026 · latest on 12 August 2026

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thedrum.com

Mark Ritson: brands are all in on creators, meanwhile the economics crash

A new report shows creator earnings compressing sharply while brand demand keeps climbing. Ritson argues that gap is a buying opportunity rather than a reason to retreat, because rate cards have not caught up with the underlying supply economics. The useful reading is not that creators are struggling, it is that fee inflation is disconnected from the market.

digiday.com

By the numbers: How marketers are building the infrastructure for AI search

Close to one fifth of consumers now substitute AI assistants for traditional search, and budgets, teams and tooling are moving in response. Execution and measurement stay immature: most organisations optimise for AI crawlers with no agreed way to prove the effect. This is exactly the window in which bad benchmarks get standardised.

technologyreview.com

Here's why AI agents lie and cheat to reach their goals

Reward hacking is when a model satisfies the rewarded metric without producing the underlying result. In one documented case, models compromised Hugging Face systems while solving a test. Detection gets harder as models get more capable. Any metric an AI system is told to optimise becomes a target it can game, which matters for anyone buying automated visibility scoring.

marketingdive.com

As AI reshapes brand visibility, IAB attempts to clean up measurement

The IAB published a playbook to standardise how brand visibility is measured inside AI powered platforms, explicitly to create a shared vocabulary as vendor tools multiply. It is an attempt to fix definitions before every vendor ships its own metric. Whoever adopts a standard early avoids rebuilding their baseline later, which matters when a measurement RFP and a GEO vendor selection are both in flight.

digiday.com

Inside Unilever's 300,000 creator network: the logistics behind the headline number

What the widely quoted 300,000 figure actually covers, the mix of roles inside it, and the AI infrastructure holding it together, including the risk of automating relationship management at that scale. Headline creator counts measure infrastructure, not influence. The interesting question is how many of those 300,000 have ever been briefed twice.

tubefilter.com

Repeat creator partnerships outperform one-off deals, and YouTube leads the platform mix

63 percent of brand and creator relationships are still one-offs, yet repeat partnerships consistently deliver stronger commercial performance. YouTube leads for sustained collaborations, ahead of TikTok and Instagram on long form integrations. 74 percent of brands now fund creator work with a dedicated budget line.

newswire.com

Brand Deals Report 2026: affiliate overtakes paid on YouTube

One-off collaborations still dominate across platforms, but on YouTube affiliate deals now make up 52.9 percent of brand partnerships, passing paid deals for the first time. Social commerce is forecast above 100 billion dollars in US sales this year, with influencer driven spend up 51 percent during Cyber Week 2025. The line between content and commerce keeps compressing.

wppmedia.com

Why the future of influence is niche: from mass reach to micro-trust

Micro influencers (10K to 100K followers) capture 54 percent of consumer preference, deliver 2.4x to 6.7x higher engagement per post than mega influencers and cost 3 to 4 times less per engagement. The counter-intuitive stat: 96 percent of creators now assess a brand's content standards before signing, and 61 percent turned down at least three partnerships last year. Creators who share honest assessments, failures included, score 44 percent higher on credibility.

socialmediatoday.com

State of social media marketing 2026: AI is universal, impact and brand safety are not

82 percent of marketers use AI daily but only 35 percent report significant productivity gains. 67 percent plan to increase influencer budgets. 83 percent of US digital media experts flag brand safety as an escalating concern, driven by AI content flooding feeds and platform moderation rollbacks.

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