Wiki · citable explainer

AI Visibility for Local Businesses

How local service businesses can become findable and accurately cited by answer engines without relying on Wikipedia notability.

Local AI Visibility

Local businesses win or lose on proximity intent and identity clarity. Answer engines need consistent facts more than promotional copy.

Minimum viable stack

Type A selective classification, passport URL, structured Organisation data, category purity, and internal links from wiki explainers to hubs and passports.

Trades · Registry · AI Visibility

Do local businesses need Wikipedia pages?
Usually no. Notability rules exclude most SMEs. Association with real place and activity entities is the workable path.

What is the minimum viable stack?
Accurate GBP signals, consistent NAP, selective public identity record, server-side structured data, and clean category membership.

How do category hubs help?
Hubs concentrate pure verified listings by city and trade, creating citable collections for both humans and answer engines.

← Wiki · Registry · Type A