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1.7 KiB
type, title, created, updated, tags, status, related
| type | title | created | updated | tags | status | related | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| concept | Search Experience Optimization (SXO) | 2026-04-14 | 2026-04-14 |
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evergreen |
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Search Experience Optimization (SXO)
A methodology that reads SERPs backwards to detect page-type mismatches, derives user stories from search features, and scores pages from persona perspectives. Contributed to Claude SEO v1.9.0 by Florian Schmitz.
Core Insight
"Read SERPs backwards" — instead of optimizing content FOR the SERP, analyze WHAT the SERP tells you about user expectations, then check if your page meets them.
Process
- Page-type detection — classify the URL as one of 8 types (Landing, Blog, Product, Hybrid, Service, Comparison, Local, Tool)
- SERP pattern matching — compare what Google shows (featured snippets, PAA, ads, related searches) against what the page provides
- Mismatch detection — if SERP says "users want comparison" but page is "product page", that's a mismatch
- User story derivation — from SERP features, derive 4-7 personas with emotional states, barriers, goals
- Persona scoring — score the page from each persona's perspective (0-100 across 4 dimensions)
- Wireframe generation — IST (current) vs SOLL (ideal) wireframes with ultra-concrete placeholders
Key Innovation
Most SEO tools analyze pages in isolation. SXO uses the SERP as a proxy for user intent — the SERP IS the research that Google already did about what users want. This makes the analysis data-driven without needing user testing.
Command
/seo sxo <url>
/seo sxo wireframe <url>