§07 — Markets
AI Visibility Market Records
Answer engines behave differently by market — not because geography changes the model, but because each market produces a different corpus. These records document the retrieval conditions in seven U.S. markets: what evidence exists, which sources get weighted, and what decides whether an entity is named in a generated answer.
These are research records, not service-area pages. There is no office, staff, or local business operation in any market listed here.
- 01 — FloridaOrlandoIn Orlando, AI answer engines lean heavily on tourism, hospitality, and events data, which means non-tourism entities are frequently summarized through third-party aggregators rather than their own sites.5 sectors · 3 tracked questions
- 02 — FloridaTampaTampa Bay's entity graph is split across several municipal names — Tampa, St. Petersburg, Clearwater, Brandon — and answer engines routinely fragment a single organization across them.5 sectors · 3 tracked questions
- 03 — FloridaMiamiMiami is a multilingual retrieval market: the same entity is often described in English, Spanish, and Portuguese sources, and answer engines treat those descriptions as separate evidence unless they are explicitly linked.5 sectors · 3 tracked questions
- 04 — New YorkNew YorkNew York is the densest entity market in the United States, so the constraint is not coverage but selection: hundreds of well-documented candidates compete for the two or three names an answer will actually list.5 sectors · 3 tracked questions
- 05 — CaliforniaLos AngelesLos Angeles is a person-led market: answer engines frequently resolve organizations through the individuals attached to them, which makes the Person entity the load-bearing node rather than the company.5 sectors · 3 tracked questions
- 06 — CaliforniaSan FranciscoIn San Francisco and Silicon Valley, retrieval is dominated by technical and funding corpora, so an entity's machine-readable footprint — docs, repositories, structured records — often outweighs its marketing site.5 sectors · 3 tracked questions
- 07 — TexasAustinAustin's entity record is churned by relocation: many organizations carry corroborated history in a previous city, and answer engines often keep describing them by the old one.5 sectors · 3 tracked questions
Method
Every record applies the same frame used across this site — Citation, Inclusion, Selection, Transaction — to a specific corpus. Read The BackTier Visibility Path™ for the measurement model, or the Guides for the implementation work.