Real ChatGPT answer + Gemini simulation · index seedOOTBpVDC2C8completeAI OverviewLegal · criminal defenseinformational
We are trying to figure out how to find a reliable private criminal defense lawyer in our area who has experience handling juvenile drug offenses without costing us our life savings.
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search35 queries10/30/2026
Download run
Gemini unique queries
34
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
0%
0 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
We are trying to figure out how to find a reliable private criminal defense lawyer in our area who has experience handling juvenile drug offenses without costing us our life savings.
34 unique queries · 3 passes
juvenile drug laws and diversion
8 queries · 8 hits
juvenile drug offenses defense attorney cost payment plans1xGoogle ↗
RELATED
juvenile drug offenses legal defense strategies1xGoogle ↗
RELATED
juvenile drug possession diversion programs first offense1xGoogle ↗
ENTITY EXPANSION
how juvenile drug court works process and penalties1xGoogle ↗
RELATED
juvenile drug possession penalties and diversion programs1xGoogle ↗
RELATED
juvenile drug possession penalties first offense1xGoogle ↗
RELATED
legal aid eligibility for juvenile drug charges1xGoogle ↗
IMPLICIT
juvenile drug court programs diversion options1xGoogle ↗
RELATED
affordable private defense payment opti…
7 queries · 7 hits
how to afford a private lawyer when low income payment plans1xGoogle ↗
PERSONALIZED
budget criminal defense lawyer options payment plans1xGoogle ↗
PERSONALIZED
signs of a good criminal defense attorney1xGoogle ↗
RELATED
red flags when hiring a criminal defense lawyer1xGoogle ↗
RELATED
how to negotiate flat fee with criminal defense lawyer1xGoogle ↗
REFORMULATION
red flags when hiring a criminal defense attorney1xGoogle ↗
IMPLICIT
bar association lawyer referral service criminal defense1xGoogle ↗
REFORMULATION
hiring juvenile criminal defense counsel
4 queries · 4 hits
how to find affordable private criminal defense lawyer for juvenile drug crimes1xGoogle ↗
REFORMULATION
how to find a criminal defense attorney for juvenile drug charges1xGoogle ↗
REFORMULATION
how to find a private juvenile criminal defense attorney1xGoogle ↗
REFORMULATION
first time parents hiring criminal defense lawyer for teenager drug charge1xGoogle ↗
PERSONALIZED
public defender versus private attorney
4 queries · 4 hits
public defender vs private attorney juvenile drug case differences1xGoogle ↗
COMPARATIVE
public defender vs private attorney juvenile drug case1xGoogle ↗
COMPARATIVE
public defender vs private attorney for juvenile drug offense1xGoogle ↗
COMPARATIVE
juvenile defense attorney specialist vs general criminal lawyer1xGoogle ↗
ENTITY EXPANSION
private lawyer and public defender costs
4 queries · 4 hits
average cost of private juvenile criminal defense attorney1xGoogle ↗
IMPLICIT
average cost of private criminal defense lawyer for juvenile drug charge1xGoogle ↗
IMPLICIT
average retainer fee for juvenile criminal defense lawyer1xGoogle ↗
REFORMULATION
public defender eligibility income limits juvenile cases1xGoogle ↗
COMPARATIVE
consultation questions for defense lawy…
3 queries · 3 hits
pro bono juvenile legal aid
2 queries · 2 hits
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. 34 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
Missouri juvenile drug offense defense attorney private lawyer fees juvenile court southeast Missouri Puxico Poplar Bluff Cape Girardeau Google ↗
- MISSOURI STATE · publicdefender.mo.gov
- BEST PRACTICES FOR REPRESENTATION · publicdefender.mo.gov
- Missouri State Public Defender · publicdefender.mo.gov
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
34 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to find affordable private criminal defense lawyer for juvenile drug crimes REFORMULATION | Google ↗ AI Mode ↗ | The user wants to rephrase the core request into a direct search for affordable specialized legal representation. | — | how_to_steps | hiring juvenile criminal defense counsel | 1x of 3 | |
how to find a criminal defense attorney for juvenile drug charges REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct restatement of their original query focused on steps to find legal representation for a minor. | — | how_to_steps | hiring juvenile criminal defense counsel | 1x of 3 | |
how to find a private juvenile criminal defense attorney REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants a streamlined version of their main query to get direct guidance on hiring a private lawyer for a juvenile. | — | how_to_steps | hiring juvenile criminal defense counsel | 1x of 3 | |
juvenile drug offenses defense attorney cost payment plans RELATED | Google ↗ AI Mode ↗ | The user wants to explore financing options and average retainers for juvenile drug defense. | — | pricing_page | juvenile drug laws and diversion | 1x of 3 | |
questions to ask a criminal defense lawyer during consultation RELATED | Google ↗ AI Mode ↗ | The user needs to know what specific questions will help them evaluate a lawyer's reliability and expertise. | — | checklist | consultation questions for defense lawy… | 1x of 3 | |
juvenile drug offenses legal defense strategies RELATED | Google ↗ AI Mode ↗ | The searcher wants to understand common defense strategies used in juvenile drug cases to know what a good lawyer should be doing. | — | web_article | juvenile drug laws and diversion | 1x of 3 | |
public defender vs private attorney juvenile drug case differences COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the effectiveness and costs of public defenders versus private counsel for juvenile offenses. | — | comparison_table | public defender versus private attorney | 1x of 3 | |
average cost of private juvenile criminal defense attorney IMPLICIT | Google ↗ AI Mode ↗ | The user wants to understand typical financial expectations so they don't lose their life savings. | — | pricing_page | private lawyer and public defender costs | 1x of 3 | |
average cost of private criminal defense lawyer for juvenile drug charge IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to know typical lawyer fees and retainers so they can avoid draining their life savings. | — | pricing_page | private lawyer and public defender costs | 1x of 3 | |
questions to ask criminal defense attorney initial consultation juvenile case IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know how to vet a lawyer to ensure they are reliable and experienced in juvenile drug cases. | — | checklist | consultation questions for defense lawy… | 1x of 3 | |
public defender vs private attorney juvenile drug case COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the effectiveness and costs of public defenders versus private counsel for juvenile offenses. | — | comparison_table | public defender versus private attorney | 1x of 3 | |
public defender vs private attorney for juvenile drug offense COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to weigh the pros and cons of using a public defender versus paying for a private criminal defense lawyer. | — | comparison_table | public defender versus private attorney | 1x of 3 | |
juvenile drug possession diversion programs first offense ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to learn about alternative sentencing and diversion programs commonly used in juvenile drug cases. | — | web_article | juvenile drug laws and diversion | 1x of 3 | |
juvenile defense attorney specialist vs general criminal lawyer ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to know if they need a specialist specifically focused on juvenile law or a general criminal defense attorney. | — | web_article | public defender versus private attorney | 1x of 3 | |
questions to ask criminal defense lawyer consultation juvenile case ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants a checklist of questions to vet lawyers during initial consultations to ensure reliability and experience. | — | checklist | consultation questions for defense lawy… | 1x of 3 | |
first time parents hiring criminal defense lawyer for teenager drug charge PERSONALIZED | Google ↗ AI Mode ↗ | The user wants advice tailored to parents experiencing the juvenile court system for the first time. | — | forum/qna | hiring juvenile criminal defense counsel | 1x of 3 | |
how to afford a private lawyer when low income payment plans PERSONALIZED | Google ↗ AI Mode ↗ | The user is looking for alternative payment structures, retainers, or financing options to afford private legal help. | — | faq_page | affordable private defense payment opti… | 1x of 3 | |
budget criminal defense lawyer options payment plans PERSONALIZED | Google ↗ AI Mode ↗ | The searcher is looking for affordable legal representation or firms that offer flexible payment plans. | — | faq_page | affordable private defense payment opti… | 1x of 3 | |
average retainer fee for juvenile criminal defense lawyer REFORMULATION | Google ↗ AI Mode ↗ | The user wants specific data on upfront legal costs for juvenile defense attorneys. | — | faq_page | private lawyer and public defender costs | 1x of 3 | |
finding pro bono or low cost juvenile criminal defense RELATED | Google ↗ AI Mode ↗ | The user wants to find free or reduced-cost legal services for juvenile drug offenses. | — | map/local_pack | pro bono juvenile legal aid | 1x of 3 | |
signs of a good criminal defense attorney RELATED | Google ↗ AI Mode ↗ | The searcher wants to identify indicators of competence and trustworthiness in criminal defense lawyers. | — | web_article | affordable private defense payment opti… | 1x of 3 | |
how juvenile drug court works process and penalties RELATED | Google ↗ AI Mode ↗ | The user wants to understand the juvenile court process specifically for drug-related charges. | — | web_article | juvenile drug laws and diversion | 1x of 3 | |
juvenile drug possession penalties and diversion programs RELATED | Google ↗ AI Mode ↗ | The user wants to understand potential sentencing outcomes and diversion programs for minors facing drug charges. | — | web_article | juvenile drug laws and diversion | 1x of 3 | |
juvenile drug possession penalties first offense RELATED | Google ↗ AI Mode ↗ | The searcher wants to know the potential severity of juvenile drug charges to understand what type of defense is required. | — | glossary/definition | juvenile drug laws and diversion | 1x of 3 | |
public defender eligibility income limits juvenile cases COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to check if they might qualify for a public defender based on income. | — | faq_page | private lawyer and public defender costs | 1x of 3 | |
red flags when hiring a criminal defense lawyer RELATED | Google ↗ AI Mode ↗ | The user wants to avoid unreliable or predatory attorneys who overcharge or underdeliver. | — | checklist | affordable private defense payment opti… | 1x of 3 | |
how to negotiate flat fee with criminal defense lawyer REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants advice on how to secure a predictable flat fee instead of hourly billing to protect their savings. | — | how_to_steps | affordable private defense payment opti… | 1x of 3 | |
red flags when hiring a criminal defense attorney IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know how to identify unreliable or predatory lawyers. | — | buyers_guide | affordable private defense payment opti… | 1x of 3 | |
legal aid eligibility for juvenile drug charges IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to check if they qualify for state-supported legal assistance based on their financial situation. | — | faq_page | juvenile drug laws and diversion | 1x of 3 | |
bar association lawyer referral service criminal defense REFORMULATION | Google ↗ AI Mode ↗ | The user wants to know how to use official bar association directories to find vetted defense attorneys. | — | how_to_steps | affordable private defense payment opti… | 1x of 3 | |
juvenile defense attorney bar association directory search ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants official directories to find certified criminal defense specialists. | — | map/local_pack | local juvenile defense lawyer directori… | 1x of 3 | |
juvenile drug court programs diversion options RELATED | Google ↗ AI Mode ↗ | The searcher wants to know about alternative sentencing and diversion programs that keep kids out of juvenile detention. | — | web_article | juvenile drug laws and diversion | 1x of 3 | |
low cost legal aid for juvenile criminal defense RELATED | Google ↗ AI Mode ↗ | The user wants to find pro bono or reduced-fee legal aid organizations that handle juvenile cases. | — | web_article | pro bono juvenile legal aid | 1x of 3 | |
top rated juvenile defense law firms reviews ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants to see peer reviews and client testimonials for top juvenile defense specialists. | — | review_roundup | local juvenile defense lawyer directori… | 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 | 12 | 12 | — | 937 / 1,505 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 937 / 1,481 | |
| gemini-3.5-flash-lite | 3 | 10 | 10 | — | 937 / 1,283 |