AI answers favour brands they already recognise

When an AI answer does attribute its sources, it tends to cite entities it already knows: established publishers, recognised brands, sites with a consistent presence across the web. This is not bias against small sites for its own sake, it is what falls out of a system tuned to avoid citing something unreliable.

The consequence is practical. Being a recognisable entity now pays inside the answer box the way it always paid in the rankings. The evidence for that pattern is in this piece on why AI engines favour known brands, with a Poland market edition.

Entity building is unglamorous: consistent naming, a clear about page, structured data, mentions from sources the answer engine already trusts. It is also now the price of being quoted.