How To Run An AI Visibility Audit With An Agent
A review-first guide to the documented BotSee /ai-visibility-audit workflow: set up a site, refine buyer questions, inspect evidence, and propose text-only changes for approval.
A focused library for AI visibility teams.
Twelve practical guides for measuring, improving, and reporting how brands appear in AI answers.
- Measure: persona-led queries, citations, and visibility trends
- Improve: evidence-led workflows for becoming a credible answer
- Decide: clear tool comparisons and reporting runbooks
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.
Start here
Use the library in the order your team needs: define the baseline, investigate gaps, then run a repeatable reporting loop.
Programmatic AI Visibility Workflows for Agents
A review-first BotSee workflow for defining a site and buyer questions, running analysis, retrieving evidence, and proposing content work without autonomous publishing.
How to use BotSee with Claude Code, Codex, OpenClaw, and Hermes
A technical operator's guide to running BotSee from Claude Code, Codex, OpenClaw, or Hermes: choose the supported install path, run workflow commands deliberately, and handle stdout, JSON, and errors correctly.
How AI visibility differs from traditional SEO reporting
Learn what changes when teams move from rankings-only SEO reports to AI visibility reporting across ChatGPT, Claude, Gemini, and Perplexity.
Complete guide to AI visibility monitoring
Learn what AI visibility monitoring measures, how to build a useful prompt library, and how to turn structured answer-engine results into content and positioning work.
How to Track AI Visibility by Country and Language
A practical workflow for measuring how AI answers change across markets, languages, and buyer contexts before you make the wrong expansion decisions.