Comparing the negotiation tactics of Miller and Associates versus Sterling Criminal Defense for resolving federal commercial fraud charges without a public trial.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing the negotiation tactics of Miller and Associates versus Sterling Criminal Defense for resolving federal commercial fraud charges without a public trial.
3 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 (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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
"Miller and Associates" federal criminal defense commercial fraud attorney negotiation OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
"Sterling Criminal Defense" federal fraud defense attorney OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Miller Associates law firm federal white collar criminal defense OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |