Which non-partisan organizations offer the best unbiased voter guides for suburban school board elections focusing on curriculum transparency?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which non-partisan organizations offer the best unbiased voter guides for suburban school board elections focusing on curriculum transparency?
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
2026 nonpartisan school board candidate voter guides curriculum transparency voter education organizations United States Google ↗
nonpartisan voter guides school board elections League of Women Voters VOTE411 Ballotpedia candidate surveys curriculum transparency Google ↗
- VOTE411.org · vote411.org
- TheGist.vote · thegist.vote
- Ballotpedia.org · ballotpedia.org
- Guides.vote · guides.vote
- AAUW Candidate Comparison Guides · aauwaction.org
- School Board Elections Toolkit · populardemocracy.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 nonpartisan school board candidate voter guides curriculum transparency voter education organizations United States OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
nonpartisan voter guides school board elections League of Women Voters VOTE411 Ballotpedia candidate surveys curriculum transparency OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |