Building the AI Answer Question Set

Network disclosure

All ten sites in this network are published by Bay Area AEO. They cover answer engine optimization in the Bay Area from ten angles and link to one another so readers can move between related topics.

SOURCE

CUSTOMERS

Their own wording

FAMILIES

Plain, constrained, conversational

EXAMPLE

Questions for one dentist

RE-TESTED

MONTHLY

Same set every month

Where the questions start

Bay Area AEO's onboarding begins with a short call to learn about the business and the customers it wants more of, then a free AI visibility check covering the questions customers ask and what the major assistants say today. The question set grows out of that conversation. It lists what real customers type or say, in their words, for the services and places that matter to the business.

Three families of question

A balanced set mixes three kinds of question. Plain requests pair a service with a place: “Dentist in Novato.” Constrained questions add one requirement: a language, an insurance plan, a neighborhood, an emergency. Conversational prompts describe a situation in full sentences and add a preference. Each family tests a different layer of what the assistant knows about a business.

An example panel

The method statement uses “best family dentist in San Mateo” as its example. The table builds a short panel around that practice using only sample questions Bay Area AEO publishes on its own city and niche pages.

Table. An example question set for a San Mateo family dentist, drawn from published sample questions.
Question	Published on
“best family dentist in San Mateo”	Method statement on the agency's home page
“Pediatric dentist in San Mateo”	San Mateo location page
“Can you recommend a dentist in San Mateo who's good with anxious patients and takes Delta Dental?”	Health and wellness industry page
“Emergency dentist open Saturday in Hayward”	Dentists niche page
“Pediatric-friendly family dentist in Concord”	Dentists niche page
“Dentist near Serramonte who takes Medi-Cal”	Daly City location page
“Pediatric dentist in Foster City”	Foster City location page

The set covers the practice's own city, two neighboring cities on the Peninsula, an insurance plan, an emergency, a child-focused service and a patient who is nervous about treatment. Each line asks the assistant for something the practice can state on its site and listings. The panel then shows which of those statements reached the answer.

Coverage rules

Good coverage follows the business. Every service it wants to be recommended for gets at least one question. Every city and neighborhood it serves gets at least one. Questions that carry a requirement the business can meet, such as a language spoken or a plan accepted, earn a place because they are where a clear statement wins the recommendation.

Many businesses start with the location or service that matters most and expand once they see AI answers change, which is how Bay Area AEO describes a typical starting point. The question set grows the same way: a focused first panel, then new rows as the work extends.

Wording rules

Questions keep customer spelling and phrasing, including the casual forms (“Who's a good chiropractor in Walnut Creek for a sports injury? I run a lot.”). They avoid naming the business itself, because customers asking for a recommendation do not know the answer yet. And they name the place, so every platform receives the same location on every run.

The published panels as a library

This observatory documents 321 sample questions from Bay Area AEO's location and niche pages, plus its industry pages. They work as a library for building a set: a Hayward plumber can start from the Hayward city questions and the plumbers niche questions, then add its own neighborhoods and services.

Adding and retiring questions

A question set changes as the business changes. A new service, a second location or a new neighborhood earns new rows, each with its own baseline. A question is retired only when the business stops offering what it asks for, and its history stays in the archive. This keeps the monthly comparison clean: the rows a report compares are always rows that existed in both months.

Seasonal questions follow the same rule. A bakery's holiday pre-order question stays in the set all year, so its answer in December can be compared with the December before.