How can I tell if my four year old actually needs a speech therapist or if they are just talking normal for their age
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I tell if my four year old actually needs a speech therapist or if they are just talking normal for their age
2 real searches · 1 real-search pass
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
CDC 4 year developmental milestones language sentences 4 or more words talks about something happened during day answers simple questions Google ↗
ASHA communication milestones 4 to 5 years speech understood most of time Google ↗
- CDC's 4-year-old milestones · cdc.gov
- ASHA's speech and language milestones · asha.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CDC 4 year developmental milestones language sentences 4 or more words talks about something happened during day answers simple questions OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ASHA communication milestones 4 to 5 years speech understood most of time OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |