Page 3 of Will's Journal.
This is page 3 of Will's Journal — a later slice of the archive, not the hub.
Writing on AI visibility, automation, agents, and websites — from Spurlock Studios.
Which notes are on page 3 of Will's Journal?
AI Visibility How do I get cited by Perplexity specifically
Allow PerplexityBot, put a liftable answer and unique numbers in HTML, then log numbered sources on a frozen prompt panel. There is no bought citation rate.
AI Visibility What belongs in an AI visibility monthly retainer vs a one-time audit
A one-time audit is the baseline plus prioritized fixes. A monthly retainer is prompt-panel tracking, entity hygiene, page jobs, and citation recovery.
AI Visibility Does Wikipedia or Wikidata help AI recommend my brand
Wikipedia is not a paid AI lever. Notability plus independent sources decide the page; a real Wikidata item helps entity consistency, not a promotional stub.
AI Visibility What is share of voice in AI answers, and how do I measure it
Share of voice in AI answers is your mention and citation slice versus a frozen competitor set on a frozen prompt panel, split by engine — not classic SEO SOV.
AI Visibility Do backlinks still matter for AI visibility
Yes. Backlinks still help crawl, ranking, and entity corroboration. They are not an AI citation API. Mentions on retrieved pages beat bought DR packages.
AI Visibility Do I need FAQ schema to show up in AI Overviews
No. FAQ schema is not a ticket into AI Overviews. Google's floor is indexed and snippet-eligible; visible Q&A helps extraction. FAQ JSON-LD does not buy a cite.
AI Visibility How much of my marketing budget should go to AEO vs traditional SEO
There is no universal AEO vs SEO percentage. Split by informational, brand, and commercial mix — fund citations without starving ranking and technical work.
AI Visibility Should I optimize for zero-click search or fight it
Optimize for citation and brand capture on informational queries. Fight only when a protectable commercial URL is being stolen, not every zero-click result.
AI Visibility What E-E-A-T signals actually move AI citations
AI citations follow extractable proof: named authors, matching entity facts, original numbers, and third-party mentions — not a hidden E-E-A-T API score.
AI Visibility How do I get products recommended in AI answers and AI Overviews
To get products recommended in AI answers, ship unique specs in HTML, matching Product schema, consistent reviews, and a Merchant Center feed that agrees.
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.
What should I know about this archive page?
- What is page 3 of Will's Journal?
- Page 3 of Will's Journal is a later slice of the archive, not the hub. The writing is on AI visibility, automation, agents, and websites — from Spurlock Studios.
- Where is the first page of Will's Journal?
- The first page is the hub at /blog. This URL is a later page of the same journal; previous and next links move through the rest of the archive.
- Is this a different journal than the hub?
- No. This is the same Will's Journal from Spurlock Studios — page 3 of the archive, after the notes on the first page.