AI answer engines quietly deprioritize pages that look stale. Here's why freshness decay happens, how to detect it early, and a practical agent-based workflow for keeping your content current.
Semrush tracks Google rankings. BotSee tracks how your brand appears in ChatGPT, Claude, and Gemini answers. Here is what each tool does and why you probably need both.
Citation drops in AI answers are silent by default. This guide shows how to build a regression test suite — query library, baselines, automated diffs, and alert routing — so you catch visibility losses before they affect pipeline.
Your brand not appearing in ChatGPT isn't random. There are specific, traceable reasons — and most of them are fixable.
Stop manually spot-checking ChatGPT and Perplexity for brand mentions. This guide shows how to build a Claude Code + OpenClaw agent pipeline that runs continuous AI search share-of-voice benchmarks, flags competitor gains, and feeds structured data to a dashboard your team will actually use.
Find out exactly which sources AI models pull from when answering questions in your industry. Includes a practical audit framework, tool comparisons, and actionable steps to close citation gaps.
A practical, step-by-step guide to tracking your brand's share of voice across ChatGPT, Claude, and Perplexity — using lightweight tooling, agent automation, and free or low-cost data sources.
How to choose an API for AI rankings, citations, and share-of-voice reporting across major LLMs.