Is a career transition coach charging two thousand dollars actually getting better results for remote job seekers than free Reddit communities and YouTube tutorials?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a career transition coach charging two thousand dollars actually getting better results for remote job seekers than free Reddit communities and YouTube tutorials?
3 real searches · 1 real-search pass
career coaching effectiveness job search outcomes randomized study career coaching employment outcomesGoogle ↗
OBSERVEDConsequence
remote job search advice Reddit YouTube career coach $2000 value reviews outcomesGoogle ↗
OBSERVEDConsequence
systematic review career coaching employment outcomes job search interventionsGoogle ↗
OBSERVEDConsequence
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). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
career coaching effectiveness job search outcomes randomized study career coaching employment outcomes Google ↗
remote job search advice Reddit YouTube career coach $2000 value reviews outcomes Google ↗
systematic review career coaching employment outcomes job search interventions Google ↗
- Effectiveness of job search interventions: a meta-analytic review · pubmed.ncbi.nlm.nih.gov
- Job Search Interventions for Long-Term Unemployed Job Seekers: Comparing Approaches to Effective Support · journals.sagepub.com
- A Meta‐Analysis of the Effectiveness of Individual Career Counseling on Career and Mental Health Outcomes - Milot‐Lapointe - 2025 - Journal of Employment Counseling · doi.org
- Journal of Medical Internet Research - Job Coaching and Smartphone-Based Cognitive Behavioral Techniques for Returning to Work and Coping With Unemployment (DRIVEN): Randomized Controlled Trial · jmir.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
career coaching effectiveness job search outcomes randomized study career coaching employment outcomes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
remote job search advice Reddit YouTube career coach $2000 value reviews outcomes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
systematic review career coaching employment outcomes job search interventions OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |