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IA: one page per decision, not per keyword

GlasBox Studio · · 3 min read

TL;DR: Key Takeaways

A landing page for every synonym creates the same problem in the AI layer as in classic search: the model cannot tell which URL is the canonical statement.

  • Better: one page per business decision.
  • Swiss multilingualism makes this sharper.
  • Programmatic city pages with no unique fact (90 percent identical, different place name) are more dangerous on a new domain than on a domain with years of trust.

A landing page for every synonym creates the same problem in the AI layer as in classic search: the model cannot tell which URL is the canonical statement.

Better: one page per business decision. What do we offer? Where? For whom not? How does an enquiry work? What proof exists? Internally link the cluster instead of keeping five near-duplicates.

Swiss multilingualism makes this sharper. DE/FR/IT/EN need parallel entities, not machine copies with a different slug. hreflang without content parity is cosmetics.

Programmatic city pages with no unique fact (90 percent identical, different place name) are more dangerous on a new domain than on a domain with years of trust. SOURCE/01 by GlasBox (Search) scores unique-content share, not URL count.

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Frequently Asked Questions

Why do synonym landings fail in the AI layer?
The model cannot tell which URL is the canonical statement. Better: one page per business decision.
Is hreflang enough without content parity?
No. DE/FR/IT/EN need parallel entities, not machine copies with a different slug. hreflang without parity is cosmetics.
Are programmatic city pages safe?
More dangerous on a new domain than on a domain with years of trust. Unique-content share is scored, not URL count.