Looking for user reviews on the top digital portfolio platforms used to track attendance and work samples for annual state audits.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for user reviews on the top digital portfolio platforms used to track attendance and work samples for annual state audits.
3 real searches · 1 real-search pass
digital portfolio software early childhood education attendance work samples state audit user reviews Learning Genie Kaymbu Brightwheel Lillio Teaching Strategies GOLDGoogle ↗
OBSERVEDOther / navigational
Capterra reviews early childhood education portfolio documentation attendance software Learning Genie Kaymbu brightwheel LillioGoogle ↗
OBSERVEDReason
Reddit reviews childcare portfolio app attendance documentation work samples annual auditGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
digital portfolio software early childhood education attendance work samples state audit user reviews Learning Genie Kaymbu Brightwheel Lillio Teaching Strategies GOLD Google ↗
Capterra reviews early childhood education portfolio documentation attendance software Learning Genie Kaymbu brightwheel Lillio Google ↗
Reddit reviews childcare portfolio app attendance documentation work samples annual audit Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
digital portfolio software early childhood education attendance work samples state audit user reviews Learning Genie Kaymbu Brightwheel Lillio Teaching Strategies GOLD OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Capterra reviews early childhood education portfolio documentation attendance software Learning Genie Kaymbu brightwheel Lillio OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Reddit reviews childcare portfolio app attendance documentation work samples annual audit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |