Looking for local software implementation consultants in Charlotte who specialize in setting up department codes without breaking our startup budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for local software implementation consultants in Charlotte who specialize in setting up department codes without breaking our startup budget.
1 real search · 1 real-search pass
Charlotte NC software implementation consultants department codes cost centers ERP small business affordable consultingGoogle ↗
OBSERVEDComparison
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.