SEO is dead. Here's what replaced it.

The rules changed when search learned to talk

Here's the trick nobody is announcing on LinkedIn: users stopped clicking on results. They started getting answers.

ChatGPT, Perplexity, Claude, Gemini, Google's AI Overviews — they read the SERP, synthesize an answer, cite a few sources, and the user never visits your page. If they do visit, it's because the AI quoted you specifically. Citation is the new click.

The job of your content is no longer to rank. It's to be cited. Different objective, different optimization.

What stopped working

• Keyword density. AI search doesn't care if "best CRM for small business" appears 14 times. It cares if your answer is structurally extractable.
• Backlink farms. Generative engines weight authority differently — citation patterns inside training data, schema consistency, and content that survives summarization.
• Long intros. If your point doesn't appear in the first 200 characters, the model summarizes the page above you and never reaches your point.
• Generic blog posts. AI search is biased toward content with novel claims, original data, or clearly stated opinions. Bland summaries get folded into the consensus and lose citation share.

What replaced SEO: the 8 SXO dimensions

Search Experience Optimization (SXO) is what you do when the consumer is the model, not the human. WP-SXO scores every page against these eight:

1. BLUF — Bottom Line Up Front

Does the answer appear in the first 300 characters? If not, the model paraphrases the intro and discards the rest. We score this dimension by extracting your H1 + the first paragraph and measuring whether it directly answers the implied question of the page.

2. Information Gain

Compared to the top 10 SERP results, what does your page say that's new? AI search engines explicitly reward novelty. Re-treading consensus = filed under "general knowledge" = no citation.

3. Schema completeness

Article + FAQPage + HowTo + Person + Organization JSON-LD. Models use structured data as a structural map of the page. Pages with proper schema get cited at 3–5x the rate of pages without.

4. AI-bot accessibility

Are GPTBot, ChatGPT-User, Claude-Web, Perplexity-Bot, Anthropic-AI, and the rest allowed in your robots.txt? Most WordPress sites accidentally block them. WP-SXO patches this on activation.

5. llms.txt

The new convention for "here's how AI should read my site." Like robots.txt for the LLM era. WP-SXO generates and maintains it for you, with permalinks to your most-cite-worthy pages.

6. Answer-shape headings

Question-format H2s ("How does WP-SXO score pages?") get extracted as QA pairs at far higher rates than statement headings ("WP-SXO scoring methodology"). Both communicate the same thing — but only one is model-friendly.

7. Citation density

Internal links to authoritative sources, named experts, and dated stats. Models extract these as supporting facts. Pages without them read as opinion; pages with them read as research.

8. Conversion structure

Once the human does click through, your page has to convert. We tie SXO scoring to the CRO9 conversion engine — 147 behavioral metrics on every visitor — so you can see whether your AI-citation traffic actually turns into customers.

"But Yoast already does this"

Yoast is a brilliant tool for the rules of 2018. It counts focus keywords. It checks meta length. It nags you about Flesch score. Useful, still! But none of those signals correlate with AI citation rate.

Rank Math has the same DNA. SurferSEO is closer — its content editor at least talks about NLP terms and content structure — but it's a $89/month subscription that lives outside WordPress.

WP-SXO is purpose-built for the model-as-consumer world, installs as a real WP plugin, runs on a one-time license, and updates as the rules keep shifting.

What WP-SXO does, specifically

• Scans every page against the 8 dimensions on demand or on save.
• Surfaces the lowest-scoring fixes first with inline copy suggestions.
• Auto-injects schema on chosen post types — FAQ, HowTo, Article, with sane defaults you can override.
• Generates llms.txt and updates it as your top pages change.
• Adds AI-bot allow rules to your robots.txt.
• Flags BLUF gaps with "your first 300 chars don't answer the title's question — here's a suggested rewrite."
• Compares your page to the SERP and tells you what unique angle you could add.

The honest pitch

The next 18 months are going to filter sites into two buckets. Sites that get cited by AI search engines, and sites that don't. The plugins built for keyword-density optimization aren't going to help with that filter — they're optimizing for an exam that already ended.

WP-SXO is the new exam. Lifetime license, $97 for the first 100 founders, $297 retail after that. Updates are free, forever.