How local businesses get named by AI assistants

Search is shifting. A growing share of "find me someone local" questions now go to an AI assistant instead of a search results page, and assistants do not return ten blue links — they name one, two, or three businesses. Being one of them is a different problem from ranking on page one.

Assistants cite what they can read

An AI assistant answers from text it can find and attribute: your website, directory listings, review platforms, local news, forum threads, and structured data. If a business exists mainly as a phone number passed between neighbours, there is nothing to cite.

What actually helps

**Be specific in writing.** A page that says "paver driveway installation in Alexandria, VA" is citable. A homepage that says "quality workmanship since 2009" is not.

**Publish structured data.** LocalBusiness markup with the address, phone, hours and service area gives assistants unambiguous facts instead of guesses.

**Keep facts consistent.** Conflicting addresses or phone numbers across directories make a business a risky thing to recommend, so assistants tend to name a competitor instead.

**Answer real questions.** Pricing ranges, permit requirements, timelines and material comparisons are exactly the passages assistants pull from.

**Earn third-party mentions.** Directory listings, supplier pages, local association rosters and press coverage all add corroboration.

Measure it

Ask the assistants directly: "Who are the best electricians in Rockville, MD?" Run the question a few times, in a few phrasings, and note who gets named. That is the baseline. The AI-visibility component of the Online Presence Score is built from exactly this kind of check.