Real ChatGPT answer · index seed4PmF1b9hwuUcompleteMarketing and advertising · AI search and generative engine optimizationhowto
What is the correct way to implement JSON LD schema for my local plumbing business so AI assistants recommend us?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the correct way to implement JSON LD schema for my local plumbing business so AI assistants recommend us?
3 real searches · 1 real-search pass
Schema.org Plumber type JSON-LD official documentation LocalBusiness Google structured data guidelinesGoogle ↗
OBSERVEDOther / navigational
Google Search Central Local business structured data guidelines JSON-LD 2026Google ↗
OBSERVEDOther / navigational
Bing webmaster structured data schema.org local business AI search business recommendationsGoogle ↗
OBSERVEDOther / navigational
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)
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
Schema.org Plumber type JSON-LD official documentation LocalBusiness Google structured data guidelines Google ↗
Google Search Central Local business structured data guidelines JSON-LD 2026 Google ↗
Bing webmaster structured data schema.org local business AI search business recommendations Google ↗
- Local Business (LocalBusiness) Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- LocalBusiness · schema.org
- Organization Schema Markup | Google Search Central | Documentation | Google for Developers · developers.google.com
- Publishers and Developers - FAQ · help.openai.com
- Overview of OpenAI Crawlers · developers.openai.com
- Test your structured data · search.google.com
- Validate your schema · validator.schema.org
- Open Search Console · search.google.com
- General Structured Data Guidelines | Google Search Central | Documentation | Google for Developers · developers.google.com
- General Structured Data Guidelines | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Schema.org Plumber type JSON-LD official documentation LocalBusiness Google structured data guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central Local business structured data guidelines JSON-LD 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Bing webmaster structured data schema.org local business AI search business recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |