Real ChatGPT answer + Gemini simulation · index seedSJt6VmpHsLMcompleteAI OverviewCareers and HR · workplace benefitscomparison
Which employee assistance program features are most effective for managing acute grief, and how do traditional telephone counseling models compare to modern video-based therapy platforms?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search38 queries10/30/2026
Download run
Gemini unique queries
35
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
67%
2 of 3 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Which employee assistance program features are most effective for managing acute grief, and how do traditional telephone counseling models compare to modern video-based therapy platforms?
35 unique queries · 3 passes
workplace grief support best practices
1 query · 2 hits
most effective employee assistance program features for acute grief2xGoogle ↗
REFORMULATION
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. 35 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.
ChatGPT3 real searches · gpt-667% predicted
evidence review telehealth psychotherapy telephone versus video therapy outcomes alliance grief bereavement counseling employee assistance programs acute grief Google ↗
acute grief bereavement intervention guideline psychological first aid prolonged grief disorder screening workplace support evidence Google ↗
systematic review telephone versus video mental health counseling therapeutic alliance outcomes telepsychotherapy 2024 2025 Google ↗
- Evidence of Phone vs Video-Conferencing for Mental Health Treatments: A Review of the Literature. · pubmed.ncbi.nlm.nih.gov
- Evidence of Phone vs Video-Conferencing for Mental Health Treatments: A Review of the Literature · pmc.ncbi.nlm.nih.gov
- Telephone versus video consultations: A systematic review of comparative effectiveness studies and guidance for choosing the most appropriate modality - Liam J Caffery, Soraia De Camargo Catapan, Monica L Taylor, Jaimon T Kelly, Helen M Haydon, Anthony C Smith, Centaine L Snoswell, 2025 · journals.sagepub.com
- Are there interactional differences between telephone and face-to-face psychological therapy? A systematic review of comparative studies · pmc.ncbi.nlm.nih.gov
- Evidence Profiles - Guidelines for the Management of Conditions Specifically Related to Stress · ncbi.nlm.nih.gov
- Coping with Bereavement and Grief · samhsa.gov
- Psychiatry.org · psychiatry.org
- Prolonged Grief Disorder · nejm.org
- State of the Science: Psychotherapeutic Interventions for Prolonged Grief Disorder · pmc.ncbi.nlm.nih.gov
- Comparative Outcomes of Video, Phone, and In-Person Mental Health Care | Health Policy | JAMA Network Open · jamanetwork.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
35 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
most effective employee assistance program features for acute grief REFORMULATION | Google ↗ AI Mode ↗ | Find specific EAP offerings that successfully help employees dealing with sudden loss or acute grief. | — | web_article | workplace grief support best practices | 2x of 3 | |
most effective eap features for acute grief support REFORMULATION | Google ↗ AI Mode ↗ | Find specific employee assistance program features that successfully help employees handle sudden loss and grief. | — | web_article | workplace grief support best practices | 1x of 3 | |
telephone counseling vs video therapy for grief counseling effectiveness COMPARATIVE | Google ↗ AI Mode ↗ | Compare the clinical outcomes and effectiveness of phone-based therapy versus video therapy for grief. | — | comparison_table | telehealth versus telephone counseling… | 1x of 3 | |
telephone counseling vs video therapy for grief support outcomes COMPARATIVE | Google ↗ AI Mode ↗ | Compare the therapeutic efficacy and engagement rates of phone-based counseling versus video conferencing for grief counseling. | — | comparison_table | telehealth versus telephone counseling… | 1x of 3 | |
telephone counseling vs video therapy for grief support COMPARATIVE | Google ↗ AI Mode ↗ | Compare the efficacy and experience of phone-based mental health counseling versus video platforms for treating grief. | — | comparison_table | telehealth versus telephone counseling… | 1x of 3 | |
workplace grief support best practices for hr RELATED | Google ↗ AI Mode ↗ | Understand broader corporate strategies and HR best practices for managing acute employee grief. | — | buyers_guide | workplace grief support best practices | 1x of 3 | |
how do eaps handle sudden employee bereavement IMPLICIT | Google ↗ AI Mode ↗ | Understand the standard protocol and specialized support offered by employee assistance programs when an employee experiences acute bereavement. | — | faq_page | workplace grief support best practices | 1x of 3 | |
how to implement bereavement support in corporate wellness programs IMPLICIT | Google ↗ AI Mode ↗ | Understand the practical steps for HR professionals to integrate grief counseling into workplace wellness. | — | how_to_steps | workplace grief support best practices | 1x of 3 | |
workplace grief counseling best practices RELATED | Google ↗ AI Mode ↗ | Discover industry standards and expert recommendations for supporting grieving employees. | — | pdf_whitepaper | workplace grief support best practices | 1x of 3 | |
best corporate grief support tools and digital mental health platforms ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover specific third-party digital health vendors and tools integrated into modern EAPs for grief management. | — | buyers_guide | workplace grief support best practices | 1x of 3 | |
how do eaps handle sudden traumatic loss for employees IMPLICIT | Google ↗ AI Mode ↗ | Discover the protocols and immediate crisis intervention steps EAPs take during acute traumatic events. | — | pdf_whitepaper | workplace grief support best practices | 1x of 3 | |
top mental health platforms offering video therapy for enterprises ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific modern enterprise vendors providing video-based counseling services. | — | buyers_guide | telehealth versus telephone counseling… | 1x of 3 | |
employee assistance program grief counseling best practices for hr PERSONALIZED | Google ↗ AI Mode ↗ | Find actionable guidance for human resources professionals on managing grief support offerings within an organization. | — | checklist | workplace grief support best practices | 1x of 3 | |
top corporate eap providers comparison 2026 ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific vendors that offer modern video-based therapy and robust grief support features. | — | review_roundup | workplace grief support best practices | 1x of 3 | |
best EAP features for remote employees experiencing trauma or loss PERSONALIZED | Google ↗ AI Mode ↗ | Determine which EAP elements cater specifically to remote workers dealing with psychological distress. | — | web_article | workplace grief support best practices | 1x of 3 | |
telephonic mental health counseling effectiveness study RELATED | Google ↗ AI Mode ↗ | Review clinical research data evaluating whether phone-only counseling sessions yield positive mental health outcomes. | — | pdf_whitepaper | telehealth versus telephone counseling… | 1x of 3 | |
how to choose an eap for mental health and grief support PERSONALIZED | Google ↗ AI Mode ↗ | Learn the criteria an organization should use when selecting an employee assistance program focused on mental health. | — | checklist | workplace grief support best practices | 1x of 3 | |
effectiveness of phone counseling for acute psychological trauma RELATED | Google ↗ AI Mode ↗ | Evaluate clinical research regarding whether telephone counseling works well for acute crises. | — | case_study | telehealth versus telephone counseling… | 1x of 3 | |
video conference psychotherapy vs phone therapy clinical trial results COMPARATIVE | Google ↗ AI Mode ↗ | Examine scientific studies comparing patient engagement and therapeutic alliance in video versus audio-only therapy formats. | — | case_study | telehealth versus telephone counseling… | 1x of 3 | |
telehealth vs phone therapy mental health outcomes research RELATED | Google ↗ AI Mode ↗ | Find scientific studies comparing the therapeutic alliance and clinical results of phone vs video counseling. | — | case_study | telehealth versus telephone counseling… | 1x of 3 | |
video conferencing therapy vs phone calls for mental health outcomes COMPARATIVE | Google ↗ AI Mode ↗ | Review clinical outcomes comparing video psychotherapy versus audio-only therapy sessions. | — | faq_page | telehealth versus telephone counseling… | 1x of 3 | |
workplace grief policies and critical incident stress management RELATED | Google ↗ AI Mode ↗ | Learn about critical incident stress management (CISM) and bereavement leave policies associated with effective EAPs. | — | web_article | workplace grief support best practices | 1x of 3 | |
what is acute grief in the workplace REFORMULATION | Google ↗ AI Mode ↗ | Define acute grief and understand how it manifests professionally. | — | glossary/definition | workplace grief support best practices | 1x of 3 | |
what is acute grief syndrome and how is it treated in EAPs REFORMULATION | Google ↗ AI Mode ↗ | Understand the clinical definition of acute grief and how workplace programs handle it. | — | glossary/definition | workplace grief support best practices | 1x of 3 | |
what is acute traumatic grief definition symptoms REFORMULATION | Google ↗ AI Mode ↗ | Understand the clinical definition and symptom presentation of acute grief to better evaluate appropriate treatment features. | — | glossary/definition | workplace grief support best practices | 1x of 3 | |
employee assistance program grief counseling limitations IMPLICIT | Google ↗ AI Mode ↗ | Discover the typical session caps and structural limitations of standard EAPs when treating severe grief. | — | faq_page | workplace grief support best practices | 1x of 3 | |
employee assistance program utilization rates for grief counseling ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find data and statistics regarding how often employees use EAPs for bereavement and grief. | — | dataset | workplace grief support best practices | 1x of 3 | |
eap utilization rates for mental health and bereavement support IMPLICIT | Google ↗ AI Mode ↗ | Find statistics on how often employees actually use EAP services for grief and how engagement varies by delivery channel. | — | dataset | workplace grief support best practices | 1x of 3 | |
virtual mental health platforms for enterprise grief support ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore modern digital-first mental health platforms that integrate with or replace traditional EAPs. | — | product_spec_sheet | workplace grief support best practices | 1x of 3 | |
manager training for employee grief and loss RELATED | Google ↗ AI Mode ↗ | Find resources on how managers can support team members experiencing acute grief. | — | how_to_steps | workplace grief support best practices | 1x of 3 | |
pros and cons of telemedicine therapy platforms for trauma and loss COMPARATIVE | Google ↗ AI Mode ↗ | Weigh the advantages and disadvantages of using video platforms versus in-person or phone sessions for heavy emotional trauma. | — | review_roundup | telehealth versus telephone counseling… | 1x of 3 | |
how do virtual grief support groups compare to individual therapy in EAPs RELATED | Google ↗ AI Mode ↗ | Explore alternative formats of grief support often bundled within modern employee assistance packages. | — | forum/qna | telehealth versus telephone counseling… | 1x of 3 | |
evaluating return on investment for comprehensive grief support in EAPs IMPLICIT | Google ↗ AI Mode ↗ | Learn the business impact and cost-benefit of investing in robust grief management features for employees. | — | web_article | workplace grief support best practices | 1x of 3 | |
how to evaluate an employee assistance vendor for mental health coverage REFORMULATION | Google ↗ AI Mode ↗ | Learn the criteria employers should use when vetting EAP vendors for robust crisis and grief counseling features. | — | how_to_steps | workplace grief support best practices | 1x of 3 | |
cost of comprehensive eap vs digital mental health benefits COMPARATIVE | Google ↗ AI Mode ↗ | Compare the financial investment required for traditional EAPs versus app-based video therapy solutions. | — | pricing_page | telehealth versus telephone counseling… | 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 | — | 931 / 1,434 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 931 / 1,578 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 931 / 1,445 |