SEO architecture: layered patterns for high-concurrency edge apps
The edge-delivery view of SEO's layering and data flow.
Quick answer
How do I fix mass-generated long-tail pages being flagged as duplicates?
Every page needs a unique canonical, an independent title, and differentiated body content. Pages that only swap keywords with identical structure need real differences added or search engines will fold them.
Machine-readable page data: /data/seo-architecture.json
In-depth analysis
SEO is fundamentally about making canonical signals (canonical link, sitemap, structured data) clear and traceable so search engines never classify your pages as duplicates. Architecture should be edge-first — static pre-render sinks to the edge, dynamic capability falls back to functions with circuit breakers.
# public/robots.txt
User-agent: *
Allow: /
Disallow: /links/
Disallow: /api/
Sitemap: https://aicode8.com/sitemap-index.xmlSEO Architecture · Key takeaways
- Static and dynamic boundaries defined
- Third-party calls wrapped in circuit breakers
- Environment config separated from code
- Boundary contracts documented
FAQ & pitfalls
How often does search engine cache refresh?
Bump lastmod to trigger a sitemap re-crawl, paired with an independent canonical. Do not rely on forcing a CDN purge — after the static output updates, crawlers return naturally.
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What readers are asking
Questions that keep coming back in reader feedback, already answered.
- 01
How do the canonical and sitemap domains stay in sync?
Both must read site.origin (the Astro site setting). A hardcoded domain breaks everywhere the moment you change domains or use a Preview URL, and the pages get treated as duplicates.
See the full guide → - 02
How do I stop generated pages being flagged as duplicate content?
Every page needs a unique canonical, its own title, and genuinely differentiated body copy. Pages that only swap a keyword while keeping an identical structure must gain real differences, or search engines fold them together.
See the full guide → - 03
Why is my Astro component's interactivity not working?
Components ship as zero-JS HTML by default, so an interactive one needs a client:* directive (client:load, client:visible, …). Without it the script is never bundled into the page.
See the full guide →