Real ChatGPT answer · index seedjnJEBpi5BuYcompleteCareers and HR · resumes and cover letterscomparison
Is hiring a cheap resume reviewer on Upwork better value than using an automated tool like Jobscan for fixing ATS issues?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is hiring a cheap resume reviewer on Upwork better value than using an automated tool like Jobscan for fixing ATS issues?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Jobscan pricing features resume scanner ATS match rate official 2026 Google ↗
Upwork resume writer reviewer typical rates resume review pricing 2026 Google ↗
- Jobscan Review (2026): Pricing, Complaints, Verdict · onetworesume.com
- Best Freelance Resume Writers for Hire (Nov 2026) · upwork.com
- Professional Resume Writing Services (From $30) · upwork.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Jobscan pricing features resume scanner ATS match rate official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Upwork resume writer reviewer typical rates resume review pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |