Real ChatGPT answer · index seedx3rnLhExAjwcompleteMarketing and advertising · local marketinginformational
My boss wants to know why our local plumbing company is ranking below a competitor on Google Maps who has half as many reviews, how do I analyze their local SEO strategy today
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My boss wants to know why our local plumbing company is ranking below a competitor on Google Maps who has half as many reviews, how do I analyze their local SEO strategy today
2 real searches · 1 real-search pass
Google Business Profile local ranking relevance distance prominence official help improve local ranking 2026Google ↗
OBSERVEDOther / navigational
Google Maps local SEO competitor audit Google Business Profile categories services reviews local landing pages citations ranking factors 2026Google ↗
OBSERVEDReason
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Business Profile local ranking relevance distance prominence official help improve local ranking 2026 Google ↗
Google Maps local SEO competitor audit Google Business Profile categories services reviews local landing pages citations ranking factors 2026 Google ↗
- Tips to improve your local ranking on Google · support.google.com
- Understand how Google sources & uses info in Business Profiles & local search results · support.google.com
- Understand your Business Profile performance & insights · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Business Profile local ranking relevance distance prominence official help improve local ranking 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Maps local SEO competitor audit Google Business Profile categories services reviews local landing pages citations ranking factors 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |