Soar articles on AI visibility, model citations, and the sources that shape AI recommendations.
The 2026 data on community marketing: Reddit's $663M quarter, AI citation share, where budgets moved, and what marketing leaders should plan for next.
Reddit marketing now has an AI-search job: create credible threads that models can retrieve, cite, and trust.
Community marketing needs a board-ready measurement model. Track prompt coverage, source share, mention rate, and citation movement without overclaiming.
A Parse-derived look at 1,000 subreddits, 462,236 recent brand mentions, and when Reddit can change AI recommendations.
Your buyers check Reddit and ask ChatGPT before they ever see your ad. Here is how DTC brands build community presence that lowers CAC and earns AI recommendations.
AI search runs on a narrow source graph. Eight domains decide where your brand appears, and only seven sites overlap across ChatGPT, Perplexity, and Google AI.
AI Overviews changed the job of community marketing: create trusted source evidence before buyers and search engines form the answer.
Most community marketing pilots get killed at month 6 because the wrong KPIs were on the dashboard at month 1. Here is the phase-gated reporting model that survives a CFO review.
A board-ready comparison of organic Reddit marketing and Reddit ads: where each wins, what they cost, and when brands should combine them.
SaaS buyers research in communities before sales. Here is the Reddit-first framework for building trust, AI visibility, and pipeline.
AI recommendations come from retrievable evidence, not vibes. Here is how ChatGPT, Perplexity, Google, and Claude choose brands.
Quora lost a third of its creator base after the 2024 monetization shutdown. It also became the fourth most cited domain in Google AI Mode. Both can be true.