Sunday afternoon viral spike: the Claude tools live-demo video crossed 6,700 impressions inside the first 24 hours, dragging the seven-day total up by roughly 70%. Reactions ran insightful-heavy, comments leaned constructive, and the post is still pulling profile views into Wednesday.

Profile-view spike directly downstream of the viral demo: roughly 220 incremental views on the post day alone, with the long tail still adding 60 views into Wednesday. Connection requests from VPs and founders ran 3x baseline for 72 hours.

Search appearances surged by more than 4x for five consecutive days following a podcast appearance on AI builder strategy. The companion post on LinkedIn captured a fraction of the off-platform traffic, but the search-only listeners showed up first.

Mid-January follower bump tracked back to a single HBS-flavoured post about the limits of optionality logic in 2026. Picked up 200 followers across three days, with HBS and Bain alumni clusters over-indexing in the audience breakdown for the week that followed.

Mid-November post on agent orchestration costs picked up 140 followers in 48 hours, with engineering and platform leaders over-represented. Comment thread doubled as a working group discussion, which is usually a tell that the next post on the same theme will land.

Two-week posting gap in early October dragged daily impressions down by roughly 65% before recovery began. Cause was off-platform: travel and a product launch sprint. Recovery curve was clean, suggesting audience patience holds when posting resumes within a fortnight.

Quiet August follower bump after a tight, observational post on B2B marketing fundamentals. Modest by 2026 standards, but a reminder that the off-season audience is still listening when the post is sharp.