Articles on getting cited by AI answers, tracking model recommendations, and building the sources AI engines trust.
AI citations cluster around reference sites, community platforms, video, review hubs, and vertical authorities. Here is where brands need to show up.
AI recommendations come from retrievable evidence, not vibes. Here is how ChatGPT, Perplexity, Google, and Claude choose brands.
Organic clicks are shrinking. The answer is not more content, it is brand presence inside the communities AI and buyers already trust.
AI models cite brands they see in trusted community threads, not brands that publish more blog posts. Here is the 2026 agency playbook for engineering those citations.
82% of AI citations come from earned media, not your blog. Here is the community-to-AI pipeline that explains why your competitors get cited and you do not.
Run the AI visibility audit yourself before hiring anyone. 20 prompts, three platforms, a four-metric scoring rubric, and the threshold that says 'hire help.'
Unlinked brand mentions correlate with AI citations 3x more than backlinks. Here is the data, the 2026 budget shift, and what it means for your SEO line item.
A full-time GEO specialist runs $150K to $180K before tools. A full-service agency sits at $3K to $25K per month. Here is the decision framework for 2026.
AI visibility agencies in 2026 price between $1.5K one-time audits and $25K+ monthly retainers. Here is the scope behind each band, where brands overpay, and how to judge a quote.
Organic CTR on AI Overview queries fell 61 percent in 2025. That is the number that reopens the budget conversation. Here is how to split spend between SEO and AI visibility in 2026.
The modern robots.txt file needs rules for a dozen AI-specific bots. We go through each one: who owns it, whether it honors robots.txt, the exact user-agent string, and the rule you need.
Google AI Overviews now reach 2 billion monthly users and crush CTR on queries they appear for. Here is how we get Soar clients cited inside AIO instead of lost below it.