Articles in ai-visibility.
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.
Most sites think they're crawlable by AI bots and aren't. The common blockers are Cloudflare rules, server rate limits, outdated robots.txt, JavaScript rendering, and CDN caching. Here is the audit.
The four major AI engines do not work the same way. ChatGPT dominates traffic, Gemini dominates reach, Perplexity dominates research, and Claude owns the B2B technical audience. Here is the per-eng
You do not need a $499 per month Profound subscription to measure AI visibility. The free tools in 2026 are genuinely good, and the right stack of two or three covers most small brands.
Generative Engine Optimization is not a rebrand of SEO. It is the practice of making your brand visible inside answers generated by ChatGPT, Claude, Perplexity, and Google AI Overviews, and it h