Why Is My Brand Not Showing in ChatGPT?
Your brand not appearing in ChatGPT isn't random. There are specific, traceable reasons — and most of them are fixable.
AI visibility playbooks, without the fluff.
Practical workflows for getting cited and measured across major AI answer engines.
- Runbook-first: fast experiments you can ship this week
- API-ready: citation + share-of-voice reporting workflows
- Decision support: tool and implementation scorecards
Who this is for + what we cover
If you lead growth, SEO, or product marketing and need a clear AI visibility system, start here. We focus on signal quality, reproducible tests, and compounding distribution loops.
Every post includes a short scan-first summary at the top, followed by long-form implementation depth underneath so teams can move quickly without losing the full SEO and AEO context.
Latest insights
Scan the summary first, then open each guide for the full long-form playbook.
How to Automate AI Search Share-of-Voice Benchmarking with Claude Code and OpenClaw
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.
How to Get Cited by AI Assistants (And Why It Matters More Than Google)
AI assistants don't show a ranked list — they make a recommendation. If your brand isn't cited, you're invisible at the moment of decision. Here's how to fix that.
How to audit which sources AI answer engines cite in your industry
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.
How to Build a Weekly AI Share-of-Voice Dashboard Without an Enterprise Budget
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 Report AI Visibility to Clients: A Practical Guide for Agencies
A step-by-step guide for digital agencies on building recurring AI visibility reporting for clients — what to track, how to price it, and where BotSee fits.