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What markup schema should I implement on neighborhood landing pages to maximize local business structured data visibility in current search results?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What markup schema should I implement on neighborhood landing pages to maximize local business structured data visibility in current search results?
3 real searches · 1 real-search pass
Google Search Central LocalBusiness structured data documentation guidelines JSON-LD 2026Google ↗
OBSERVEDOther / navigational
Google Search Central structured data policies doorway pages local landing pages spam policies neighborhood pagesGoogle ↗
OBSERVEDOther / navigational
Schema.org Place Neighborhood LocalBusiness areaServed containedInPlace definitionsGoogle ↗
OBSERVEDDefinition

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigational67%ComparisonConsequenceReasonDefinition33%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Google Search Central LocalBusiness structured data documentation guidelines JSON-LD 2026 Google ↗
Google Search Central structured data policies doorway pages local landing pages spam policies neighborhood pages Google ↗
Schema.org Place Neighborhood LocalBusiness areaServed containedInPlace definitions Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central LocalBusiness structured data documentation guidelines JSON-LD 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central structured data policies doorway pages local landing pages spam policies neighborhood pages
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Schema.org Place Neighborhood LocalBusiness areaServed containedInPlace definitions
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1