Author: Chris Han

Developer docs out-cite your blog for how-to prompts in AI search. Learn to structure docs so ChatGPT and Perplexity quote you—then track each citation.

AI assistants quote your pricing from stale third-party pages—often wrong. See how pricing page AI search works and how to make your prices machine-readable and quotable. Audit yours today.

New citation-trace data shows the pages AI cites for SaaS brands are pricing, docs, comparison and case-study pages—not blog posts. See which page type wins each buyer query.

AI answer personalization means ChatGPT recommends different brands to different users. Learn which signals you control across profiles—and how to track them.

Google AI Mode optimization isn’t the same as ranking in AI Overviews—the two surfaces overlap on just 13.7% of citations. See what each rewards and how to get cited in both.

Grok brand mentions shift with live X signal, not a static index. Use this two-speed playbook to get recommended in Grok — and learn how to track it.

Microsoft Copilot brand visibility runs on Bing, not ChatGPT’s playbook. Get the Bing-side levers—indexing, IndexNow, citations—then start tracking results.

GEO advice stops at ChatGPT—but Copilot, Grok, and Google AI Mode each source brands differently. Learn to track the AI engines beyond ChatGPT today.

Rank on Google but not in AI search? The gap is retrieval, not ranking. See the four reasons AI skips top pages — and run the citation gap audit to fix each.