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 2 of this archive.
Which Visibility posts are in this archive?
AI Visibility How often should I refresh content for AI citations
Refresh by page type: evergreen explainers quarterly, pricing on every change, research when claims date, news in days. Recrawl is not a published vendor SLA.
AI Visibility Do I need Bing Webmaster Tools for ChatGPT visibility
Yes: set up Bing Webmaster Tools for eligibility hygiene. It is not a ChatGPT citation console. Citations still need crawlable, answer-first pages to quote.
AI Visibility What pages matter most if I can only fix five for AI visibility
Fix the homepage, one service or product URL, About, a FAQ or proof page, and location or contact first. Those five are the pages models actually quote.
AI Visibility What's the difference between AEO, GEO, and AIO
AEO is winning the cited answer. GEO is that job on generative engines. AIO usually means AI Overviews or AI optimization. Use AEO as the in-house term.
AI Visibility What is Google AI Mode, and how do I get my business into AI Mode answers
Google AI Mode is conversational Search with supporting links. Get into answers by staying indexed, snippet-eligible, and quotable — not by inventing markup.
AI Visibility What Google AI Mode Does to Your Ads Budget
Do not raise Google Ads spend to fight AI Mode. Cut informational bids, keep brand and high-intent, then audit citation-ready pages before you add budget.
AI Visibility How do I stop AI from recommending the wrong competitor in my category
You cannot flip a switch. Correct the entity page, same-name collisions, third-party facts, and honest comparisons, then re-run a frozen prompt panel weekly.
AI Visibility How do I structure content so AI can cite it
Give every H2 one buyer question, a 40–80 word standalone answer, then a table or steps. Keep names and schema matched to the visible HTML on that URL.
AI Visibility Why do ~30% of sites block AI crawlers without knowing it
Top-1,000 GPTBot Disallows hit 35.7% in Originality.AI’s Aug 2024 cut. Accidental blocks come from CDN defaults, plugins, leftover robots, and Googlebot mixups.
AI Visibility How do I get cited by ChatGPT and Perplexity through Reddit
You get cited through Reddit by answering useful threads those engines already retrieve. Perplexity often cites Reddit; ChatGPT Search may surface it.
AI Visibility How long does it take to appear in Google AI Overviews
Google publishes no AI Overview SLA. Plan recrawl as days-to-months bands. Eligibility is not appearance; indexed plus snippet-eligible is not a cite.
AI Visibility How do I measure brand visibility in ChatGPT, Claude, Gemini, and Perplexity
Run a frozen weekly prompt panel on ChatGPT, Claude, Gemini, and Perplexity. Log mention, citation, and recommend as three columns — never one vendor score.
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..