Insights & Strategies for
Smarter Conversions
Stay ahead with the latest on AI-powered social commerce, comment automation, and conversion optimization.
Stay ahead with the latest on AI-powered social commerce, comment automation, and conversion optimization.
Stay ahead with the latest on AI-powered social commerce, comment automation, and conversion optimization.

Manual Comment Moderation is Inefficient and Costly. Yes, manual comment moderation is costly, inefficient, and fundamentally unscalable for high-volume social campaigns. The process requires a massive, repetitive time commitment from expensive FTE staff, leading to burnout, inconsistency, and susceptibility to human error. At the pace of social media, human latency is the single biggest cause [...]
Stuart Morris
October 27, 2025

The daily comment limit on Facebook. The official technical limit on the Facebook Graph API is 4,800 actions per 24 hours per user across all managed pages. This is a hard limit that applies to every single interaction: commenting, replying, deleting, hiding comments, and blocking users. However, for high-volume advertisers, the real challenge is not [...]
Stuart Morris
October 27, 2025