Real ChatGPT answer + Gemini simulation · index seedKxe59166M0QcompleteAI OverviewParenting and family · kids' activitieshowto
Where can I look up upcoming youth musical auditions happening around our county this month?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search32 queries10/30/2026
Download run
Gemini unique queries
31
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
0%
0 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Where can I look up upcoming youth musical auditions happening around our county this month?
31 unique queries · 3 passes
websites for child auditions
1 query · 2 hits
how to find kids musical auditions near me2xGoogle ↗
RELATED
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. 31 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT1 real searches · gpt-60% predicted
upcoming youth musical auditions Dallas County Texas October 2026 Google ↗
- Auditions in Dallas–Fort Worth: Theatre, Opera and Dance Casting Calls · goseedfw.org
- Outcry Theatre · outcrytheatre.org
- NTPA Auditions & Productions · ntpa.org
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
31 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to find kids musical auditions near me RELATED | Google ↗ AI Mode ↗ | The user is looking for tips and platforms to discover children's theater opportunities nearby. | — | how_to_steps | websites for child auditions | 2x of 3 | |
local youth theater auditions calendar REFORMULATION | Google ↗ AI Mode ↗ | The user wants a centralized calendar or schedule for youth theater auditions in their local area. | — | web_article | local youth auditions calendar | 1x of 3 | |
local youth theater musical auditions calendar REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct calendar or schedule listing upcoming musical theater auditions for kids and teens. | — | web_article | local youth auditions calendar | 1x of 3 | |
youth musical auditions near me this month REFORMULATION | Google ↗ AI Mode ↗ | Find immediate youth theater casting calls in the local area. | — | map/local_pack | local youth auditions calendar | 1x of 3 | |
how to find local youth theater auditions RELATED | Google ↗ AI Mode ↗ | Understand the best methods and platforms for discovering children's theater tryouts. | — | how_to_steps | websites for child auditions | 1x of 3 | |
what to prepare for a youth musical theater audition IMPLICIT | Google ↗ AI Mode ↗ | The user needs to know what songs, monologues, or materials a child needs to bring to an audition. | — | faq_page | audition preparation and tips | 1x of 3 | |
community theater youth casting calls this month IMPLICIT | Google ↗ AI Mode ↗ | The user needs to know specific active casting calls for community theater productions running right now. | — | forum/qna | community theater casting calls | 1x of 3 | |
local community theater kids casting calls calendar IMPLICIT | Google ↗ AI Mode ↗ | Access a structured schedule of upcoming auditions for minors. | — | dataset | community theater casting calls | 1x of 3 | |
community theater vs school musical auditions COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to understand the differences in commitment and audition processes between community groups and school productions. | — | comparison_table | platforms and casting boards | 1x of 3 | |
backstage vs actors access for youth musical auditions COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare major casting platforms to see which one has better listings for youth musical performers. | — | comparison_table | platforms and casting boards | 1x of 3 | |
backstage vs playbill for youth auditions COMPARATIVE | Google ↗ AI Mode ↗ | Compare major casting websites to see which has better listings for young performers. | — | comparison_table | platforms and casting boards | 1x of 3 | |
youth choir and musical theater groups ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is searching for specific organizations or performance groups that hold regular musical auditions for kids. | — | map/local_pack | youth performing arts organizations | 1x of 3 | |
youth performing arts organizations and children theater companies ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants a list of local organizations, schools, and theater companies that regularly host youth musical auditions. | — | map/local_pack | youth performing arts organizations | 1x of 3 | |
youth theater groups and drama schools in the county ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific local theater organizations that frequently hold seasonal auditions. | — | web_article | youth performing arts organizations | 1x of 3 | |
audition prep tips for kids who get nervous PERSONALIZED | Google ↗ AI Mode ↗ | The user is looking for advice to help a nervous child handle the stress of musical auditions. | — | web_article | audition preparation and tips | 1x of 3 | |
best websites to find child actor auditions online PERSONALIZED | Google ↗ AI Mode ↗ | The user seeks trusted digital platforms specifically curated for child actors and young musical theater performers. | — | review_roundup | websites for child auditions | 1x of 3 | |
tips for preparing a child for their first musical theater audition PERSONALIZED | Google ↗ AI Mode ↗ | Prepare a young performer for what to expect at a musical audition. | — | faq_page | audition preparation and tips | 1x of 3 | |
upcoming children theater casting calls this month REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct listing of active casting calls for children occurring in the current month. | — | web_article | community theater casting calls | 1x of 3 | |
local high school musical auditions open to public REFORMULATION | Google ↗ AI Mode ↗ | The user is searching for school-based musical productions that might welcome youth from the broader community. | — | faq_page | platforms and casting boards | 1x of 3 | |
community theater audition boards and forums RELATED | Google ↗ AI Mode ↗ | Find online communities where local parents and directors share upcoming casting notices. | — | forum/qna | platforms and casting boards | 1x of 3 | |
best websites for finding local auditions for kids RELATED | Google ↗ AI Mode ↗ | The user wants recommendations for specific casting databases and directories dedicated to youth performers. | — | review_roundup | websites for child auditions | 1x of 3 | |
children theater audition preparation checklist RELATED | Google ↗ AI Mode ↗ | The user wants to know what preparations and materials are needed before attending a youth musical audition. | — | checklist | audition preparation and tips | 1x of 3 | |
childrens theater upcoming show auditions schedule REFORMULATION | Google ↗ AI Mode ↗ | Find a list of upcoming shows casting children right now. | — | press_release | community theater casting calls | 1x of 3 | |
middle school musical audition requirements ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to see standard audition expectations specifically tailored to middle-school-aged children. | — | checklist | audition preparation and tips | 1x of 3 | |
youth musical theater companies near me directory ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for an organized directory of youth theater companies operating regionally. | — | dataset | youth performing arts organizations | 1x of 3 | |
what to bring to a youth musical theater audition checklist IMPLICIT | Google ↗ AI Mode ↗ | Get a checklist of required items like headshots, sheet music, and resumes for kids. | — | checklist | audition preparation and tips | 1x of 3 | |
how do youth theater casting directors select kids IMPLICIT | Google ↗ AI Mode ↗ | The user wants insight into what judges look for during a youth musical audition. | — | forum/qna | community theater casting calls | 1x of 3 | |
what to expect at a kids musical theater audition RELATED | Google ↗ AI Mode ↗ | The user wants an overview of the audition process for young performers to better prepare them. | — | web_article | audition preparation and tips | 1x of 3 | |
local arts council youth theater programs ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check the county arts council website for aggregated youth audition listings. | — | web_article | youth performing arts organizations | 1x of 3 | |
audition notice websites for minors RELATED | Google ↗ AI Mode ↗ | Find dedicated web portals specifically filtering auditions by age group. | — | buyers_guide | websites for child auditions | 1x of 3 | |
how to find child actor casting calls without paying fees REFORMULATION | Google ↗ AI Mode ↗ | Discover free resources for finding local non-union youth theater auditions. | — | faq_page | community theater casting calls | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 10 | 10 | — | 905 / 1,251 | |
| gemini-3.5-flash-lite | 2 | 10 | 10 | — | 905 / 1,258 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 905 / 1,347 |