Are edX verified certificates actually worth the money for a resume in the current Austin job market, or should I stick to free audits?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are edX verified certificates actually worth the money for a resume in the current Austin job market, or should I stick to free audits?
3 real searches · 1 real-search pass
Austin Texas labor market 2026 employment outlook major industries technology healthcare semiconductor hiring skillsGoogle ↗
OBSERVEDComparison
Austin Texas 2026 job market hiring skills technology healthcare semiconductor finance employers labor market outlookGoogle ↗
OBSERVEDComparison
Austin Texas employers job postings skills certifications hiring preferences online certificates edX Coursera 2026Google ↗
OBSERVEDOther / navigational
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
ChatGPT3 real searches · gpt-6
Austin Texas labor market 2026 employment outlook major industries technology healthcare semiconductor hiring skills Google ↗
Austin Texas 2026 job market hiring skills technology healthcare semiconductor finance employers labor market outlook Google ↗
Austin Texas employers job postings skills certifications hiring preferences online certificates edX Coursera 2026 Google ↗
- Austin Economic Indicators · dallasfed.org
- Austin Job Postings Report, May 2026 · opportunityaustin.com
- Occupational Employment and Wages in Austin-Round Rock-San Marcos — May 2025 : U.S. Bureau of Labor Statistics · bls.gov
- edX · edx.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Austin Texas labor market 2026 employment outlook major industries technology healthcare semiconductor hiring skills OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Austin Texas 2026 job market hiring skills technology healthcare semiconductor finance employers labor market outlook OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Austin Texas employers job postings skills certifications hiring preferences online certificates edX Coursera 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |