Real ChatGPT answer + Gemini simulation · index seedGMEcztBXKcMcompleteAI OverviewHealth and wellness · mental health and therapy servicescomparison
Can you compare sliding scale therapists near Chicago versus online platforms like Open Path Collective for someone who lost their job today and needs immediate trauma counseling?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search31 queries10/30/2026
Download run
Gemini unique queries
30
5 in ≥ half the passes · stability 40%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Can you compare sliding scale therapists near Chicago versus online platforms like Open Path Collective for someone who lost their job today and needs immediate trauma counseling?
30 unique queries · 3 passes
open path collective comparison
2 queries · 5 hits
chicago sliding scale clinics
2 queries · 4 hits
affordable online therapy platforms
1 query · 2 hits
best online therapy platforms for low income adults2xGoogle ↗
RELATEDComparison
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.
Gemini simulated (30)ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 20 of 31 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
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-6100% predicted
Chicago sliding scale trauma-informed therapy immediate appointments community mental health clinics Open Path Collective fees eligibility 2026 Google ↗
- Sliding scale therapy you can count on- Join Open Path · openpathcollective.org
- Home · openpathcollective.org
- Client FAQs · openpathcollective.org
- Community Provider Database | Counseling Center · counseling.uic.edu
- Counseling · chicagowomenshealthcenter.org
- Frequently Asked Questions · constellationcollectivechicago.com
- The Aspen Center Reduced Fee Therapy · aspencenterchicago.com
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
30 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open path collective therapist reviews reddit RELATED | Google ↗ AI Mode ↗ | Read authentic user experiences and wait time reports regarding therapists found on Open Path Collective. | Reason | forum/qna | open path collective comparison | 3x of 3 | |
sliding scale trauma therapists chicago REFORMULATION | Google ↗ AI Mode ↗ | Find affordable trauma therapists practicing in the Chicago area offering income-based sliding scale fees. | Reason | map/local_pack | chicago sliding scale clinics | 2x of 3 | |
open path collective vs local sliding scale therapists COMPARATIVE | Google ↗ AI Mode ↗ | Compare the pros, cons, costs, and wait times of national online sliding scale networks versus local in-person therapists. | Comparison | comparison_table | open path collective comparison | 2x of 3 | |
best online therapy platforms for low income adults RELATED | Google ↗ AI Mode ↗ | Explore alternative online telehealth services that cater to individuals with little to no income. | Comparison | review_roundup | affordable online therapy platforms | 2x of 3 | |
community mental health centers chicago sliding scale ENTITY EXPANSION | Google ↗ AI Mode ↗ | Locate federally qualified health centers (FQHCs) or community clinics in Chicago providing income-adjusted mental health care. | Comparison | map/local_pack | chicago sliding scale clinics | 2x of 3 | |
sliding scale trauma therapists chicago il ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find specific local directories or practices offering reduced-rate trauma therapy in Chicago. | Instruction | map/local_pack | chicago sliding scale clinics | 1x of 3 | |
open path collective pricing and trauma therapy availability RELATED | Google ↗ AI Mode ↗ | Understand how Open Path Collective works for trauma counseling and what the membership and session costs are. | Comparison | pricing_page | open path collective comparison | 1x of 3 | |
open path collective pricing and how it works REFORMULATION | Google ↗ AI Mode ↗ | Understand the exact cost structure and onboarding process for Open Path Collective. | Reason | pricing_page | open path collective comparison | 1x of 3 | |
open path collective pricing and trauma therapy REFORMULATION | Google ↗ AI Mode ↗ | Understand how Open Path Collective works and what it costs for trauma counseling. | Comparison | pricing_page | open path collective comparison | 1x of 3 | |
emergency mental health resources after job loss IMPLICIT | Google ↗ AI Mode ↗ | Discover immediate crisis support and financial assistance options for mental healthcare following sudden unemployment. | Consequence | web_article | emergency care after job loss | 1x of 3 | |
sliding scale vs open path collective comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the pros, cons, and costs of independent sliding scale therapists against Open Path Collective. | Comparison | comparison_table | open path collective comparison | 1x of 3 | |
free emergency mental health clinics chicago job loss IMPLICIT | Google ↗ AI Mode ↗ | Discover free or extremely low-cost immediate mental health resources following a layoff. | Comparison | web_article | emergency care after job loss | 1x of 3 | |
free or low cost crisis trauma counseling job loss IMPLICIT | Google ↗ AI Mode ↗ | Find immediate emergency mental health resources for someone experiencing sudden trauma and financial distress. | Comparison | web_article | emergency care after job loss | 1x of 3 | |
trauma therapy networks and low cost mental health clinics chicago ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific clinics, non-profits, and networks in Chicago that specialize in trauma and offer reduced rates. | Comparison | faq_page | affordable online therapy platforms | 1x of 3 | |
how to find affordable therapy after losing job RELATED | Google ↗ AI Mode ↗ | Discover actionable advice and programs available for unemployed individuals needing mental healthcare. | Instruction | how_to_steps | affordable online therapy platforms | 1x of 3 | |
immediate trauma counseling crisis hotline illinois IMPLICIT | Google ↗ AI Mode ↗ | Access immediate, same-day crisis support for severe trauma or acute stress in Illinois. | Reason | faq_page | immediate crisis and medicaid resources | 1x of 3 | |
how to get free mental health care immediately unemployed PERSONALIZED | Google ↗ AI Mode ↗ | Find ways to access urgent free or state-sponsored counseling when experiencing sudden job and insurance loss. | Instruction | how_to_steps | emergency care after job loss | 1x of 3 | |
affordable online therapy platforms for unemployed adults PERSONALIZED | Google ↗ AI Mode ↗ | Find online therapy options tailored to people experiencing sudden financial hardship or job loss. | Comparison | buyers_guide | affordable online therapy platforms | 1x of 3 | |
medicaid chicago mental health coverage trauma counseling REFORMULATION | Google ↗ AI Mode ↗ | Check if state Medicaid covers immediate trauma therapy in Chicago for newly unemployed individuals. | Reason | web_article | immediate crisis and medicaid resources | 1x of 3 | |
mental health services after losing job health insurance options RELATED | Google ↗ AI Mode ↗ | Learn how to access mental health care when insurance coverage terminates due to job loss. | Comparison | web_article | emergency care after job loss | 1x of 3 | |
immediate trauma counseling options no insurance IMPLICIT | Google ↗ AI Mode ↗ | Find trauma specialists who accept clients without health insurance or immediate payment. | Comparison | faq_page | immediate crisis and medicaid resources | 1x of 3 | |
community mental health centers chicago sliding fee scale ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific non-profit or federally qualified health centers in Chicago with sliding scales. | Comparison | map/local_pack | chicago sliding scale clinics | 1x of 3 | |
ptsd and acute trauma rapid response hotlines chicago IMPLICIT | Google ↗ AI Mode ↗ | Find immediate crisis lines or walk-in centers in Chicago for acute trauma and emotional distress. | Reason | faq_page | immediate crisis and medicaid resources | 1x of 3 | |
how to find low cost trauma therapist online RELATED | Google ↗ AI Mode ↗ | Find directories and directories specifically focused on affordable trauma-informed care online. | Instruction | checklist | affordable online therapy platforms | 1x of 3 | |
sliding scale mental health chicago eligibility requirements REFORMULATION | Google ↗ AI Mode ↗ | Learn what documentation or income proof is needed to qualify for sliding scale therapy in Chicago. | Yes / no | checklist | chicago sliding scale clinics | 1x of 3 | |
best online therapy directories for low income 2026 ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover alternative platforms and directories similar to Open Path Collective. | Comparison | review_roundup | affordable online therapy platforms | 1x of 3 | |
coping with sudden job loss trauma and shock RELATED | Google ↗ AI Mode ↗ | Find coping mechanisms and mental health strategies for the acute shock of being laid off. | Consequence | web_article | emergency care after job loss | 1x of 3 | |
coping with sudden job loss and acute stress trauma RELATED | Google ↗ AI Mode ↗ | Find coping mechanisms and guidance for dealing with the psychological shock of sudden unemployment. | Consequence | web_article | emergency care after job loss | 1x of 3 | |
coping with sudden job loss and severe anxiety crisis PERSONALIZED | Google ↗ AI Mode ↗ | Find immediate psychological coping strategies and emotional support resources following unexpected termination. | Consequence | web_article | emergency care after job loss | 1x of 3 | |
state health insurance medicaid enrollment job loss chicago RELATED | Google ↗ AI Mode ↗ | Check if qualifying life events like job loss allow immediate enrollment in Medicaid for healthcare coverage. | Reason | how_to_steps | emergency care after job loss | 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 | — | 929 / 1,483 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 929 / 1,447 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 929 / 1,446 |