I need to register for an LLC formation workshop in Massachusetts tailored for corporate professionals launching an independent consulting practice.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to register for an LLC formation workshop in Massachusetts tailored for corporate professionals launching an independent consulting practice.
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
Massachusetts LLC formation workshop small business consulting practice corporate professionals registration 2026 Google ↗
Massachusetts business startup workshop LLC formation SCORE Massachusetts upcoming events 2026 Google ↗
- View the workshop and registration information · clinics.law.harvard.edu
- Events from October 28 – November 18 · clinics.law.harvard.edu
- Register for SCORE's Setting Up a New Business Entity workshop · brightonmainstreets.org
- Setting Up a New Business Entity - 11/13/2026 · score.org
- Massachusetts LLC Formation Guide · mass.gov
- Limited Liability Company Information · sec.state.ma.us
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Massachusetts LLC formation workshop small business consulting practice corporate professionals registration 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Massachusetts business startup workshop LLC formation SCORE Massachusetts upcoming events 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |