aeo-visibility-monitor

You can track AI search visibility changes by running recurring checks that compare brand mentions, prominence, sentiment, and competitor share over time across ChatGPT, Perplexity, Gemini, and Claude. The monitor highlights gains, losses, and new query opportunities through delta analysis.

Answer Engine Optimization monitoring analyzes how your brand appears in AI search engine results. It tracks changes in brand visibility, sentiment, and competitor share by comparing current AI search data against previous runs to identify new opportunities and threats.

Yes, you need API keys for all monitored AI search engines to track visibility. You also need the upstream aeo-visibility skill to run recurring checks and perform delta analysis across ChatGPT, Perplexity, Gemini, and Claude.

You find competitor ranking opportunities through delta analysis that identifies queries where competitors appear in AI search results but your brand does not. This opportunity detection highlights gaps in your Answer Engine Optimization strategy.

Yes, you can monitor AI search engines on a set schedule to track visibility changes over time. Running recurring checks allows you to compare current data against previous runs and evaluate if your SEO efforts are paying off.

Analyzing brand sentiment shifts in AI search engines requires monitoring tools that track sentiment changes over time. Delta analysis compares current visibility data against previous runs across platforms like ChatGPT and Perplexity to highlight sentiment gains or losses.