https://cyrqle.app/blog Field notes from creator commerce. en-gb Tue, 02 Jun 2026 17:25:50 GMT https://cyrqle.app/blog/cluster-signal-beats-follower-count https://cyrqle.app/blog/cluster-signal-beats-follower-count Follower count is a vanity input that still drives most influencer-marketing tools. Cluster signal — audience behavior, not creator self-description — is the only input that maps to attributable revenue. Thu, 14 May 2026 00:00:00 GMT https://cyrqle.app/blog/cluster-auto-invite-vs-apply https://cyrqle.app/blog/cluster-auto-invite-vs-apply Two sourcing modes, one cluster pool. A working framework for when to auto-invite from a cluster and when to leave applications open. Wed, 13 May 2026 00:00:00 GMT https://cyrqle.app/blog/stripe-connect-for-creator-marketplaces https://cyrqle.app/blog/stripe-connect-for-creator-marketplaces Stripe Connect is the back-end most creator-commerce platforms quietly use. Here's what it solves, what it doesn't, and how cyrqle wires it across four compensation models and multi-currency settlement. Mon, 11 May 2026 00:00:00 GMT https://cyrqle.app/blog/roster-to-cluster-migration https://cyrqle.app/blog/roster-to-cluster-migration Most brands and agencies operate a roster they spent years building. Here's how to migrate it onto a cluster engine without throwing away the historical signal. Sun, 10 May 2026 00:00:00 GMT https://cyrqle.app/blog/shape-of-a-brief-2026 https://cyrqle.app/blog/shape-of-a-brief-2026 Briefs in 2026 carry more structure than they used to: cluster targeting, disclosure, attribution surfaces, payout model. A field-tested anatomy. Sat, 09 May 2026 00:00:00 GMT https://cyrqle.app/blog/disclosure-landscape-q2-2026 https://cyrqle.app/blog/disclosure-landscape-q2-2026 Where regulators are this spring across Spain, France, Brazil, Mexico, and the UK. What changed in Q2, what's coming in Q3, and what to enforce at the brief layer. Thu, 07 May 2026 00:00:00 GMT https://cyrqle.app/blog/spring-2026-latam-from-madrid https://cyrqle.app/blog/spring-2026-latam-from-madrid A field note from the cyrqle team in Madrid on what's actually moving across the LATAM creator economy this spring — language, payments, regulation. Tue, 05 May 2026 00:00:00 GMT https://cyrqle.app/blog/hello-creator-commerce https://cyrqle.app/blog/hello-creator-commerce Influencer marketing tools manage people. Creator Commerce OS operates a sales channel. Mon, 04 May 2026 00:00:00 GMT https://cyrqle.app/blog/seeding-vs-hybrid-economics https://cyrqle.app/blog/seeding-vs-hybrid-economics Seeding is cheap and unmeasured. Hybrid is measurable and aligned. A working comparison of where each model lands on cost, attribution, and creator-side incentives. Sun, 03 May 2026 00:00:00 GMT https://cyrqle.app/blog/why-attribution-at-sub-2kb https://cyrqle.app/blog/why-attribution-at-sub-2kb Most attribution tags are 30–80KB. cyrqle's is gated at sub-2KB gzipped. Here's why that gate matters, how we enforce it, and what we left out. Sat, 02 May 2026 00:00:00 GMT https://cyrqle.app/blog/attribution-after-cookies https://cyrqle.app/blog/attribution-after-cookies Third-party cookies are gone or going. The creator-commerce attribution stack that survives is first-party — tag, QR, and promo, reconciled against order data. Wed, 22 Apr 2026 00:00:00 GMT https://cyrqle.app/blog/clusters-vs-keyword-search https://cyrqle.app/blog/clusters-vs-keyword-search Filter search treats creators as a database. Audience-signal clusters treat them as a market. The difference is the difference between a list and a channel. Wed, 15 Apr 2026 00:00:00 GMT https://cyrqle.app/blog/four-compensation-models https://cyrqle.app/blog/four-compensation-models Fixed, rev share, seeding, hybrid. A working guide to picking the right compensation model per vertical, campaign type, and creator tier. Wed, 08 Apr 2026 00:00:00 GMT https://cyrqle.app/blog/spanish-first-creator-ai https://cyrqle.app/blog/spanish-first-creator-ai Most creator-AI is English-trained, English-evaluated, and English-deployed. The cluster you'd build for a Mexican audience looks nothing like one for a US audience — and the math knows it. Wed, 01 Apr 2026 00:00:00 GMT https://cyrqle.app/blog/cohort-not-click https://cyrqle.app/blog/cohort-not-click A creator with a slightly higher CPA and dramatically better cohorts is the right pick. Here's how to set up the reporting that lets you see it. Wed, 25 Mar 2026 00:00:00 GMT https://cyrqle.app/blog/loop-not-funnel https://cyrqle.app/blog/loop-not-funnel Funnels assume linear paths. Creator-led commerce loops — discovery feeds activation, activation feeds attribution, attribution feeds the next discovery. Here's the operating model. Wed, 18 Mar 2026 00:00:00 GMT