- Owner
- Writer with the owner
- Cadence
- One city at a time
- Time box
- Three hours per city page
- Output
- Published page and local-detail checklist
Why neighborhoods matter in AI answers
Bay Area customers ask assistants for places by neighborhood. Bay Area AEO's city pages are full of examples: "Ethiopian restaurant in Temescal" in Oakland, "Emergency plumber in Almaden Valley" in San Jose, a burrito in the Mission, a plumber in the Sunset for an older home. An assistant answering those questions looks for businesses whose pages, listings and reviews tie them to that neighborhood. Neighborhood relevance is how clearly a business's pages and listings make that tie.
A neighborhood page done well is a page about serving that place: the jobs the business does there, the conditions particular to it and the practical details a local customer needs. Done badly, it is a copy of the home page with a different place name, which helps nobody and can fall foul of Google's doorway page policy.
Choosing which places get pages
Start with the cities and neighborhoods that appear in the prompt panel and in the business's own customer records. Then weigh audience size. Bay Area AEO publishes AI-use estimates for every city it covers: in Oakland it puts adults who use AI chatbots like ChatGPT or Gemini at about 171,000, and in San Jose at about 382,000. (Estimates published by Bay Area AEO according to Pew Research (June 2026); population from the California Department of Finance (January 2026); adult share from the U.S. Census Bureau's American Community Survey.) A business with customers across the East Bay might write an Oakland page with neighborhood sections before it writes pages for smaller cities nearby.
| Detail | What to write | Oakland example |
|---|---|---|
| Neighborhoods served | The ones the business actually serves | Temescal, Rockridge, Grand Lake, Montclair, the Oakland Hills |
| Local conditions | Housing stock, terrain, traffic, rules that change the work | Hillside homes and seismic retrofits in the hills |
| Typical jobs there | Two or three real kinds of work done in the area | A contractor for a hillside home; a tenant rights matter |
| Practical details | Parking, transit, response times, languages | Response time to the hills compared with downtown |
| Local proof | Reviews or projects that mention the place, with permission | Review excerpts that name Rockridge or Temescal |
Procedure
- List the places
From the panel and customer records, list the cities and neighborhoods to cover, ranked by customers and audience.
- Interview the owner
Twenty minutes per city: what is different about working there, what customers there ask, what jobs are common.
- Collect local proof
Find reviews and completed jobs that mention the place. Get permission before naming any customer project.
- Write the page
Open with a sentence that says what the business does in that city and which neighborhoods it covers, then add a section per neighborhood group with the local detail.
- Link it in
Link the page from the relevant service pages and add the city to the service-area list on the fact sheet, the listings and the structured data.
- Run the local-detail test
Read each section and ask whether it would be wrong on any other city's page. If not, rewrite it.
Passage test: tick each line for every page
San Francisco is its own case
San Francisco packs dozens of distinct neighborhoods into 49 square miles, and Bay Area AEO treats it as a market of its own, covering eighteen named neighborhoods from the Mission District to the Sunset. A business serving the whole city can group neighborhoods by the work: Victorian homes in the Haight, Noe Valley and Bernal Heights for a painter or a plumber; the Richmond and the Sunset for older homes on the west side. The group, not the individual neighborhood name, is where the useful detail lives.
Done when
Using the agency's local context: San Jose
Bay Area AEO's San Jose page describes a city with a downtown around SAP Center, long-established neighborhoods like Willow Glen and Rose Garden, and large Vietnamese, Mexican-American, Indian, Chinese and Filipino communities, each with their own business districts. It notes that assistants answer questions there by being selective, naming two or three businesses for a request such as a contractor in Almaden Valley for a kitchen remodel. For a remodeler, that suggests sections on Willow Glen and Rose Garden's older homes, Almaden Valley's larger lots and Evergreen's newer tracts, each with the jobs the business does there. For a restaurant on Story Road, it suggests a page that names the neighborhood and the dishes customers ask for by name.
Languages
Several of the agency's city pages note that customers ask for providers who speak their language, in Fremont, Daly City and elsewhere. If staff speak other languages, say so on the neighborhood page, on the fact sheet and on every listing that has a field for it.