Real ChatGPT answer · index seedoMMG0xpBL7McompleteMarketing and advertising · local marketinginformational
How do local SEO tools gather data about neighborhood search trends and competitor visibility in specific cities?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do local SEO tools gather data about neighborhood search trends and competitor visibility in specific cities?
1 real search · 1 real-search pass
how local SEO tools gather neighborhood search trends geographic rank tracking Google Maps data sources methodologyGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
how local SEO tools gather neighborhood search trends geographic rank tracking Google Maps data sources methodology Google ↗
- 🗺️ How Heatmap Data Collection and Local Ranking Works · chat.labs.searchatlas.com
- Build Your Own Geo-Grid Local Rank Tracker · hasdata.com
- The proximity paradox: Beating local SEO’s distance bias · searchengineland.com
- Official website · semrush.com
- Official website · brightlocal.com
- Official website · whitespark.ca
- Official website · dataforseo.com
- Official website · localfalcon.com
- How Google determines local ranking · web.uri.edu
- Track Local Pack, Local Finder and Google Maps Rankings With API · dataforseo.com