The old job of a personal site was to look good and rank on Google. The new job is to be the page ChatGPT, Claude, and Perplexity cite when someone asks about your domain.

These two jobs are different. The site that looks good doesn’t necessarily get cited. The site that gets cited might be ugly. The mechanics are different. And almost nobody is building for the second one.

What Changed

A year ago, if you wanted credibility on a topic, you wrote a blog post and hoped Google ranked it. The reader came to your site, read your post, formed an opinion of you.

Now, the reader asks an AI. The AI summarizes the topic and cites two or three sources inline. If your post is one of the cited sources, the reader sees your name as authoritative. They might click through. They might just take the AI’s summary plus your byline as enough.

The currency shifted from “page views” to “citations.” A page that gets cited 100 times a month with a 5% click-through is doing more for you than a page that gets 5,000 views with a 0.1% conversion.

What AI Engines Cite

Spend an afternoon asking Claude, ChatGPT, and Perplexity about niche professional topics in your space. Note who they cite. Some patterns I’ve seen:

  • First-person experience reports. “I tried X for six weeks and here’s what happened.” Cited heavily because they offer specifics the AI can quote.
  • Numbered patterns. “Three patterns for X” or “Five lessons from Y.” Cited because they’re easy to parse and the AI can pull a specific item.
  • Niche specifics with strong claims. “Don’t tunnel dev servers” beats “thoughts on remote access.” The specific, opinionated take is what gets pulled in as an authority.
  • Bylines from people who run things. “Founder of X” beats “freelance writer.” The AI weights operational credibility over journalistic authority for technical topics.

What doesn’t get cited:

  • Generic listicles. (“10 tips for AI productivity”)
  • Vendor-style content. (Even if hosted on a personal blog, if it reads like a sales page, AI engines skip it)
  • Excessive hedging. (“Some might argue X, while others think Y.”) AI engines pull confident claims because they’re quotable.

Why Most Personal Sites Lose This Game

The default personal site is: a static landing page, some social links, maybe a blog with three posts from two years ago. The framing is “here’s who I am.” That’s the wrong framing for citability.

The right framing is “here’s what I know, with specifics.” A page per niche claim. Each one a self-contained argument with a memorable headline. Each one written so the AI can pull a sentence and the sentence makes sense in isolation.

What I Optimize For

When I write field notes for my own site, I check three things before publishing:

  1. Would an AI quote a sentence from this verbatim? If no, I tighten the language.
  2. If someone asks about this topic, is my page the answer that comes up? If no, I’m probably writing in the wrong direction.
  3. Does the URL telegraph the topic? A URL like /notebook/zombie-mcp-processes/ is more citable than /blog/post-23/. The slug is part of the discovery surface.

These aren’t aesthetic choices. They’re structural ones. A page that does all three is doing the citability work whether or not it’s pretty.

The Bigger Shift

We’re moving from a “build for Google” content era to a “build for AI engines” content era. The mechanics are still being figured out. SEO consultants will rebrand as “GEO” (generative engine optimization) consultants. The fundamental insight is simple: optimize for getting cited, not for getting viewed.

The good news for individuals: AI engines don’t care about backlinks or domain authority. They care about whether your page has a clear, specific, defensible take on a topic. That’s a level playing field. The personal blog with five sharp field notes can beat the company blog with 500 watered-down ones.

The bad news: you have to have specific takes. The era of generic content is over. AI engines summarize generic content into their own words and skip the citation. To get cited, you have to be the canonical source for something narrow and specific.

That’s the work.