Product and tool reviews
16 postsEditorial note: Star, fork, and version counts in this article are snapshots as of April 26, 2026 and will move as the project ships. All install steps, gateway benchmarks, and architectural claims are drawn from the public Future AGI repository; verify against the latest README before deploying anything to your
Meta says Advantage+ delivers 22% higher ROAS than manual campaigns. An independent analysis of 640 geo-holdout incrementality experiments found it under-performed manual by 12% by the time campaigns wrapped, with post-treatment lift of +17% for Advantage+ versus +32% for manual (Haus, 2024). Both numbers are real. The gap between them
Optimeleon review: AI-native CRO tool compared to VWO, Unbounce Smart Traffic, Fibr AI, and Intellimize. Early-access pricing and what is actually shipping.
72% of designers now use generative AI tools, and 98% have increased their usage in the last year, according to Figma's State of the Designer 2026. Yet marketers who have never opened a component library are generating social ad concepts and landing page scaffolds in a single prompt.
