Author: Chris Han

Optimize existing content for AI search: triage your back-catalog by citation potential, then retrofit high-value posts for AI citations. See the full workflow.

Optimize existing content for AI search: triage your back-catalog by citation potential, then retrofit high-value posts for AI citations. See the full workflow.

A stage-by-stage SEO to AEO budget allocation framework — what to defund, what to protect, and the signals that tell you when to re-split. Map your spend today.

A stage-by-stage SEO to AEO budget allocation framework — what to defund, what to protect, and the signals that tell you when to re-split. Map your spend today.

Do Google rankings affect AI citations? A cross-engine study of 43,000 citations shows rank predicts Google AI Overviews far more than ChatGPT or Claude. See the data.

Do Google rankings affect AI citations? A cross-engine study of 43,000 citations shows rank predicts Google AI Overviews far more than ChatGPT or Claude. See the data.

AI Overviews organic traffic loss is often mismeasured. Learn a Search Console before/after playbook to quantify zero-click CTR erosion on your ranking pages. Start auditing now.

Your brand being mentioned by ChatGPT is useful. Knowing why it was mentioned is much more useful. That is the difference between basic LLM brand visibility tracking and citation-level AI search monitoring. A mention tells you that an AI answer named your company. A citation or source trace tells you which page, review, article, comparison,…

Last updated: July 1, 2026Reading time: 10 minutes Looking for a Spotlight alternative? The short version is that Spotlight and MaxAEO both focus on the new problem that traditional SEO and social listening tools do not fully solve: how AI engines mention, rank, cite, and describe your brand. The difference is the operating model. Spotlight…

Looking for a Scrunch AI alternative? The short answer is: choose MaxAEO if your team needs fast AI-search visibility monitoring, citation tracing, sentiment analysis, competitor benchmarking, and optimization recommendations without adopting a heavier enterprise content-delivery workflow. Choose Scrunch AI if your organization needs an enterprise AI customer experience platform, especially Agent Experience Platform (AXP) content…