Insights
Field guides for brands on π
Research and benchmarks compiled for brand teams thinking about creator-led campaigns. We update these as the 2026 cost data moves.
Paying Only for Real Influence: Traffic & Account Quality Defenses
Three manipulation patterns we actually observe (coordinated account networks, external traffic services, creators flooded without their knowledge), Tutti's four-layer defense, and the effective-views settlement standard that strips non-organic exposure before a dollar is paid.
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The influencer marketing guide for AI teams going global: how results actually get measured
The five most common traps (fake engagement, slow payback, attribution gaps, eroding trust, opaque pricing), a four-layer metrics framework, a ready-to-use settlement rubric, and a pre-collaboration due-diligence checklist β written for AI teams taking their products global.
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What brands actually pay for attention on π
How creator quotes are built, why native CPM runs 2β15Γ higher than π official ads, and where Tutti's $8β$14 effective CPM sits inside the 2026 market.
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