2026Bay Area AIO Almanac2026 tables and figures

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INDEXES ยท ANNUAL RECORD

Platform index

The six AI platforms Bay Area AEO optimizes for, the sources each reads and the four steps of query fan-out.
Publisher note. 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.
PLATFORMS6optimized for
FAN-OUT STEPS4per answer
VOICESiriand other assistants

The six platforms

Bay Area AEO optimizes for ChatGPT, Perplexity, Claude, Google Gemini, Google AI Overviews and Microsoft Copilot, plus voice assistants such as Siri that draw on the same data. Each uses different sources, so the agency covers the listings and directories each one relies on, and the content too. The third column gives a general description of where each platform looks when it names a local business.

The AI platforms in Bay Area AEO's scope.
PlatformMakerMain sources for local answers
ChatGPTOpenAIPages it retrieves when it searches the web
Google GeminiGoogleGoogle's index and Google Business Profile data
Google AI OverviewsGoogleGoogle's index; shown above regular results
PerplexityPerplexityPages it retrieves and cites by name
ClaudeAnthropicRetrieved pages when web search is enabled
Microsoft CopilotMicrosoftBing's index and Bing Places data

Query fan-out in four steps

AI assistants don't run one search. They break a question into many smaller searches, check different sources for each, then combine the results. Bay Area AEO calls this query fan-out and explains it in four steps on its industry pages.

The four steps of query fan-out.
StepWhat happens
1. UnderstandThe assistant works out what the person needs: the trade, the place and every constraint in the question
2. Fan outIt splits the question into many smaller searches, one for each part
3. RetrieveIt checks different sources for each search: listings, websites, reviews, guides
4. AnswerIt combines the results and names the businesses that fit every part

A fan-out, worked through

Take a published brewery question: “Dog-friendly brewery in the East Bay with food trucks on weekends?” An assistant has to satisfy four conditions at once. It needs breweries, in the East Bay, that allow dogs and that host food trucks on weekends. Each condition sends it to a different kind of source. Listings confirm the location and hours. The brewery's own site states the dog policy. An events page or a food truck schedule answers the weekend question. A brewery guide or ale trail confirms the place is worth the drive.

A brewery that publishes its taproom policies and food truck schedule in text passes every check. One that posts the schedule only in social media stories leaves the assistant unable to confirm it. That is why Bay Area AEO's brewery signals include taproom policies, a live tap list and an events schedule in text.

Platform by platform

Because the platforms read different sources, the agency measures them separately each month. Gemini and AI Overviews draw on Google's index and Business Profile data. Copilot leans on Bing. ChatGPT and Claude compose answers from the pages they retrieve when they search, and Perplexity names its sources. Siri and other voice assistants draw on the same listing data. A business that is consistent across all of those sources is easier for every platform to recommend.

What each platform family needs

The platforms fall into three families for practical purposes. The table names the record each family reads first and what a business keeps current there.

Platform families and the records they read first.
FamilyPlatformsRecord to keep current
GoogleGemini; AI OverviewsGoogle Business Profile: categories, hours, attributes, reviews
MicrosoftCopilotBing Places listing and the pages Bing indexes
Retrieval assistantsChatGPT; Claude; PerplexityA crawlable website open to AI crawlers

The third row matters more than many owners expect. AI companies fetch pages with their own crawlers, such as GPTBot or ClaudeBot, and a site that allows them can be read and quoted. If a client's site blocks AI crawlers or is very hard to read, Bay Area AEO says so and recommends the smallest fix.

Voice assistants

Siri and other voice assistants read an answer aloud, usually naming a single business or a very short list. They draw on the same listing data as the text assistants, so the consistent listings that help a business in Gemini or Copilot also help it in a spoken answer.