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 3 of this archive.
Which Visibility posts are in this archive?
AI Visibility What is an AEO audit and what should it include
An AEO audit is a dated work packet: query panel, crawler map, entity sheet, citation log, and ranked fixes — not a dashboard score or a blog rewrite.
AI Visibility Should every section open with a direct answer
No. Open citation-intended sections with a direct answer. Do not flatten every paragraph. Narrative, legal, and case-study sections keep their own openings.
AI Visibility Why isn't my page cited in AI Overviews even if it's in the top 10
Top-10 rank does not assign an AI Overview cite. The unit may not fire, snippets may be blocked, the extract is thin, or a competitor is easier to quote.
AI Visibility How do I know if my traffic drop is from AI Overviews vs a ranking loss
If Search Console shows average position stable, impressions up, and clicks down on Overview queries, that is zero-click. A position drop is ranking loss.
AI Visibility Does generative engine optimization drive ROI
GEO drives ROI when you are cited on commercial queries and wrong brand facts get fixed. Vanity mentions are not a return. Count tagged leads, not impressions.
AI Visibility What makes ChatGPT, Perplexity, Copilot, and Claude recommend a site
They recommend a site they can crawl, extract as entity facts, corroborate off-site, and date. Search bots differ from training. No secret ranking score.
AI Visibility Can `nosnippet` keep me out of AI Overviews
Google documents nosnippet blocks Search snippets and direct AI Overview input. Not a surgical Overview opt-out, and it still kills your blue-link preview.
AI Visibility Are Google's AI Overviews killing my website traffic
Sometimes yes on informational queries, not universally. Prove it on your Search Console with a frozen query set — never a sitewide CTR drop percentage.
AI Visibility How much do AEO services cost
AEO services cost a stack: one-time audit, monthly retain, DIY hours, and tools. Treat dated public bands as planning labels, not a Spurlock rate card.
AI Visibility If AI Overviews Ate Your Clicks, Stop Panicking — Change the Job of the Page
AI Overviews often show as impressions up and CTR down on informational queries — confirm the fingerprint, then redesign pages for citations and brand.
AI Visibility Can blocking AI crawlers remove me from ChatGPT answers
No. Blocking GPTBot stops future training crawls. ChatGPT search uses OAI-SearchBot. Trained weights do not rewind, and other sources can still name you.
AI Visibility Answer Engine Optimization: The Playbook for Getting Cited by AI
AEO is how ChatGPT, Perplexity, and Google AI Overviews cite your brand: entity facts, extractable pages, corroboration, and a 90-day measurement loop.
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..