The platform has gone through several phases. The early professional networking era was about resumes and recruiting. The middle period — roughly 2015 through 2020 — was about content marketing, with brand pages doing most of the publishing work. The current phase, which has been
Cannabis marketing operates in a paradox: it's a fast-growing industry yet heavily restricted. This has led to a unique discipline where clarity, defined by the 5Ws, is paramount for success.
TikTok and Reddit carry disproportionate weight for consumer brands because their content is durable — it feeds coverage, search, and AI-engine answers long after posting. This article explains how both platforms influence AI answers.
Performance marketing has become expensive, crowded, and harder to measure due to rising acquisition costs, signal loss from privacy changes, and audience saturation. The Demand Equation explains that performance marketing efficiently captures demand but poorly creates it. This article details why brands overpay when asking performance marketing to do both and how to reallocate demand creation to more effective channels.
Bud Light lost the #1 US beer position in mid-2023 after a single influencer post landed without internal alignment. BrewDog's CEO stepped down in 2024 after a decade of provocation-led marketing collided with the company's own workplace record. Two failures, one mechanic — image outran judgment. The timeline, the structural pattern, and the rails alcohol brands still need to run on.
A brand planning a campaign used to start with an agency. A growing number now start with a prompt — they open ChatGPT and ask "who should be the face of our campaign." The answer comes back ranked, in seconds, and it shapes the shortlist before anyone is briefed or a rate is neg
Consumer PR buys credibility; digital marketing buys reach. PR is earned, compounding, and slow; digital marketing is controlled, immediate, and stops when the budget stops. Most consumer brands need both — the error is treating PR as optional once paid channels are running.
Article explores the five mechanics that explain why AI systems trust certain sources over others, including identification, extractability, corroboration, recency, and independence. It explains why machine readability matters, why structured databases win, why corroboration builds retrieval confidence, and why forums and reviews are often favored by AI.
AI engines prioritize earned media over brand blogs due to its independent nature, making it a more trusted source. This affects how brands should approach content strategy, shifting focus towards gaining third-party coverage for better AI visibility.
