Notes on AI search visibility
How answer engines pick brands, what earns a citation, and what to do about it.
The New Digital Shelf: How Brands Compete Inside AI Search
AI answers hold two or three brands, cannot be bought into, and rebuild for every shopper.
Aug 27, 2026 · 7 min readReputationHow Brands Can Protect Their Reputation in AI Search
There is no page to outrank when an AI states something wrong about you. Here is what to do instead.
Aug 18, 2026 · 7 min readAI SearchWhy Your Brand Can Rank #1 on Google but Be Invisible in ChatGPT
The mechanics behind the most confusing result in AI search, and a diagnostic order for fixing it.
Aug 6, 2026 · 7 min readStrategyHow AI Search Can Influence Purchase Decisions
Where AI assistants sit in the buying journey, and why a recommendation outweighs a search result.
Jul 29, 2026 · 6 min readBrandWhy Brand Authority Matters More Than Ever in AI Search
How confidence is built, why consistency beats repositioning, and what smaller brands can do.
Jul 21, 2026 · 6 min readCompetitiveHow Competitors Can Win Visibility in AI Search
The repeatable moves smaller competitors use to dominate AI answers, and what to fix first.
Jul 9, 2026 · 7 min readAI SearchWhy Reddit, Reviews, and Forums Matter for AI Search
AI assistants lean heavily on community threads and review platforms when recommending products.
Jun 30, 2026 · 6 min readTechnicalMaking Your Site Readable to AI: A Technical Guide to Crawlers, Structure and Access
The boring layer underneath everything else, where the most expensive mistakes live because they fail silently.
Jun 23, 2026 · 10 min readGEOWhat Is Generative Engine Optimization (GEO)?
What GEO actually covers, why the old search metrics break, and how to start measuring presence in AI answers.
Jun 12, 2026 · 5 min readContentWhat Makes a Website More Likely to Be Cited by AI?
Why strong content still gets skipped, and the page characteristics that make a passage quotable.
Jun 3, 2026 · 6 min readAEOAre AEO and GEO Different Things?
The technical difference between the two terms, why it mostly stopped mattering, and what deserves attention instead.
May 26, 2026 · 5 min readPRHow Digital PR Can Improve AI Search Visibility
Which placements matter, why unlinked mentions now count, and how to measure PR against AI visibility.
May 18, 2026 · 6 min readPRHow Can Sagentel Help Your Digital PR Team?
Building target lists from real citation data, proving which placements landed, and correcting false claims.
May 7, 2026 · 6 min readContentHow AI Search Is Changing Content Marketing
Which formats lose, which gain, how house style changes, and which metrics replace traffic.
Apr 28, 2026 · 6 min readAEOAnswer Engine Optimization vs SEO: What Actually Changes
Which of your existing habits still work on answer engines, which quietly stopped paying, and what genuinely changes.
Apr 16, 2026 · 9 min readContentCreating Content That AI Models Actually Cite
Being the best resource and being the easiest resource to quote are two different things. A practical guide to writing the second kind.
Apr 7, 2026 · 10 min read