There are two creator economies — the one audiences follow, and the one AI engines cite. Why brand creator strategy built on reach loses to citation share — and the four properties that make a creator actually citable.
Reddit communities are weighted disproportionately heavily in AI retrieval for cannabis. The brands that engage them correctly build defensible citation share. The brands that don't lose authority by default.
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.
Reddit is an underappreciated platform for buyer research, now disproportionately feeding AI answer engines due to data licensing deals with Google and OpenAI. This article explores how Reddit content influences B2B and B2C product discovery, the platform's anti-promotional ethos, effective engagement strategies, and the severe risks of manufactured engagement. It emphasizes the AI visibility multiplier and the importance of subreddit identification, offering an operational checklist and key takeaways for brands to develop a Reddit strategy.
The CPG shelf moved. The AI shelf is the shortlist a consumer receives when asking ChatGPT for category recommendations. The CPG Citation Stack, why NYT Food and Wirecutter set the anchor, why Reddit and Costco's community won CPG, and the brands competing well.
Lifestyle PR used to be magazines, then influencers. In 2026 it's citations. The new playbook for lifestyle brands competing inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
For 15 years social media was a reach discipline. In 2026 it has a second job: feeding the citation layer AI engines retrieve from. The two-function playbook for ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
Social media done properly in 2026 is not about presence. It's about whether that presence feeds the citation layer AI engines retrieve from. The two-function playbook.
Three brands come back when a buyer types a beauty query into ChatGPT. The small brand that wins one of those slots gets the sale. The one that misses gets nothing. Five patterns making small beauty brands invisible — and the fix.
Discord. Substack. Patreon. Skool. Geneva. Circle. Reddit. The community layer of the creator economy, mapped.
