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.
Your brand not appearing in ChatGPT isn't random. There are specific, traceable reasons — and most of them are fixable.
A practical framework for evaluating AI visibility platforms using coverage, citation quality, integration reliability, and operational fit.
Create a high-signal [BotSee](https://botsee.io) query library that gives cleaner trends, better segmentation, and more useful optimization insights.
Design an executive-level dashboard powered by [BotSee](https://botsee.io) that keeps leaders focused on movement, risk, and accountable next actions.
How to choose an API for AI rankings, citations, and share-of-voice reporting across major LLMs.
A practical framework for selecting GEO tracking tools with scorecards and rollout checkpoints.
A repeatable method to track AI answer-engine share of voice with mentions, citations, and weekly trends.