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AI visibility See whether assistants name and recommend you. Answer engine optimization Improve the evidence AI answers can trust. LLM brand monitoring Track claims, competitors, and answer drift. AI competitor monitoring Watch who assistants recommend and why. AI source intelligence Find the sources shaping the answer.

Guides

Measure AI visibility Build a baseline that will not fool you. Audit what ChatGPT says Turn one strange answer into a clear read. Run an AI source audit Find the sources behind recommendations. Spot answer drift Catch quiet shifts before they harden. When AI recommends a competitor Read the reason and respond with proof.

Playbooks

The AI Playbook How to become easier for AI to cite. The Positioning Playbook Clarify who you are for and where you fit.

Reference

AI search glossary AEO, GEO, proof gaps, source trails, and drift. Field notes Short essays from the answer layer. The Signalbat story Why the answer layer changed the work.

AI visibility tools How to choose a visibility checker. ChatGPT monitoring tools Six current options, compared by fit. AI share of voice Measure presence without hiding the denominator. AI visibility vs SEO What search tools miss in AI answers. AI answers vs rank trackers Positions are not recommendations. Signalbat vs SEOmonitor Focused brand monitoring or unified SEO. Manual checks vs Signalbat When the spreadsheet stops being enough. Enterprise dashboards vs Signalbat A daily Reading instead of another surface. Mystery vendors vs Signalbat Visible method over black-box promises.

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Notes from the cave

Meditations on marketing products and services in times of AI.

14-07-2026 How to correct what ChatGPT says about your company

03-07-2026 Is there software that shows what ChatGPT says about your company?

28-06-2026 The web is not a hospitable place

16-06-2026 The competitor evidence was just easier to summarize

12-06-2026 What are the GEO basics if you already know SEO?

10-06-2026 We found a stale claim living inside AI answers