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clover&co.

Field notes / Lafayette, California

What an assistant answers
about Lafayette.

On 2 September 2026, we asked Claude, with web search on, to recommend local businesses across twelve trades. We saved the names it returned and looked for a website each business controls.

Recorded · One saved sample

Trades asked about
12
Businesses named
35
Independent sites found
27
Plumber0 of 3 with a site
  • Stefano’s Plumbing & Drain

    No independent site found

  • Letts Plumbing

    No independent site found

  • Diablo Rooter

    No independent site found

Electrician1 of 2 with a site
Heating & air conditioning3 of 3 with a site
Roofer2 of 3 with a site
Contractor2 of 3 with a site
Landscaper3 of 3 with a site
Dentist3 of 3 with a site
Physiotherapy2 of 3 with a site
Vet3 of 3 with a site
Hair salon2 of 3 with a site
Auto repair3 of 3 with a site
Accountant3 of 3 with a site

A record, with its edges showing.

This board records one set of Claude answers with web search enabled. It is a saved sample, not a live feed, a ranking, or a representative survey of every local business. Asking again can produce different names.

“No independent site found” means we could not find a domain the business itself controls. It may still appear on a directory, a social page, or a marketplace listing, and we may simply have missed it.

Our notes hold a thirty-sixth name, Hamilton Electric, which we left off the board because we could not confirm which business the answer meant. It is excluded from the 35 businesses and 27 sites counted here.

The pattern is an observation worth investigating. It does not establish why a business was named, prove that having a website caused inclusion, or predict how an assistant will answer about your business.