Visibility posts from Will's Journal.
These are the Visibility posts from Will's Journal — writing from this practice, not the Visibility service page.
The Visibility practice: When they ask the machine, it should say your name. — page 5 of this archive.
Which Visibility posts are in this archive?
AI Visibility Entity Architecture: Making Your Brand a Thing Models Can Name
Entity SEO for AI search means consistent Organization, Person, and Product identity across your site and the web — so models can name you instead of hedging.
AI Visibility GEO Explained: Generative Engine Optimization Without the Buzzwords
GEO is optimizing pages so generative engines can retrieve, compress, and name you. Treat it as AEO on those surfaces, not a third religion beside SEO.
AI Visibility DIY AEO for 30 Days — Hire When You’re Blind to Your Own Gaps
Yes — DIY Answer Engine Optimization for 30 days with a frozen prompt panel. Hire when you cannot see contradictions or the panel stalls after real fixes.
AI Visibility Citation Gaps: Finding Who AI Quotes Instead of You
Log a frozen prompt panel and record who ChatGPT, Perplexity, and AI Overviews cite. Those missing URLs become the content and PR brief, not a mystery.
AI Visibility Schema Markup That Answer Engines Actually Use
Skip schema soup. Ship accurate Organization, FAQPage, Article, and LocalBusiness JSON-LD. Markup clarifies entity facts; it does not force citations.
AI Visibility Pick an Engine by Where Your Buyers Ask — Then Keep a Baseline Everywhere
Pick ChatGPT, Perplexity, or Google AI Overviews by where your buyers already ask — then keep a thin, measured baseline on the other two live surfaces.
AI Visibility From Knowledge Panel to Model Memory: Owning Your Brand Facts
A knowledge panel is a Google Search card. An AI entity is the fact cluster models retrieve and recite. Own one corroborated packet so both stay accurate.
AI Visibility AEO vs SEO: Same Crawl, Different Scoreboard
No — AEO is not SEO renamed. Shared crawl work still matters; the scoreboard shifts from rank and CTR to citations, share of voice, and answer accuracy.
AI Visibility Content Clusters Built for AI Visibility, Not Just Rankings
AEO clusters map a buyer question family to one pillar and distinct-intent spokes, written answer-first so models can cite a URL — not just rank a keyword.
AI Visibility Measuring AI Search Visibility When Rank Tracking Is Not Enough
Measure AI search visibility with a frozen prompt panel plus Search Console generative AI reports. Rank tracking alone misses ChatGPT and AI Overviews.
AI Visibility Block Training Bots if You Want — Don’t Accidentally Block Being Cited
Block GPTBot for training if you want — keep OAI-SearchBot allowed for ChatGPT search citations. Google-Extended does not control Google Search indexing.
AI Visibility Local Business AEO: Getting Cited When Someone Asks AI for a Pro Near Them
Local AEO gets service businesses named in AI answers for near-me and city prompts by locking NAP, Maps, and service pages — Maps rank alone is not enough.
What should I know about this Visibility archive?
- What is this Visibility archive?
- These are the Visibility posts from Will's Journal — writing from this practice, not the Visibility service page.
- Is this the Visibility service page?
- No. This is a journal lane archive. The Visibility practice is at /visibility. When they ask the machine, it should say your name..