ProflUp Reports 13-Year Instagram Engagement Dataset Documenting Early-Window …

This is a paid press release. Contact the press release distributor directly with any enquiries. ProflUp Thu, 18 June 2026 at 4:23 pm GMT-5 4 min read ProflUp Cover Image ProflUp Reports 13-Year Instagram Engagement Dataset Documenting Early-Window Distribution Patterns · GlobeNewswire Inc. New York, NY, USA, June 18, 2026 (GLOBE NEWSWIRE) — ProflUp is reporting findings from a 13-year operational dataset that documents early-window distribution patterns on Instagram across 2,773,389 completed automated engagement interactions and formalizes those observed delivery patterns under the name Engagement Velocity Framework. The dataset aggregates automated engagement activity that began in 2013 when the platform operated as AutolikesIG.com and has continued through successive evolutions of Instagram’s content distribution architecture. The analysis focuses on how timing and pacing of engagement during an initial evaluation window correlate with subsequent distribution signals for posts. ProflUp’s report draws on measured delivery events, registered account activity and infrastructural changes recorded over more than a decade of continuous operation. The Engagement Velocity Framework emerges from operational observation rather than theoretical modeling. The framework codifies three core findings derived from the 2,773,389 completed interactions in the dataset: the speed at which new posts are detected, the pacing of engagement delivery relative to
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