Compare the modern Applicant Tracking System parsing success rate of a single-column minimalist resume versus a modern two-column design.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the modern Applicant Tracking System parsing success rate of a single-column minimalist resume versus a modern two-column design.
3 real searches · 1 real-search pass
applicant tracking system resume parsing two column resume columns parsing accuracy ATS vendor guidanceGoogle ↗
OBSERVEDReason
ATS resume parsing single column vs two column evidence study parsing software columnsGoogle ↗
OBSERVEDComparison
Greenhouse resume parsing columns tables text extraction resume formattingGoogle ↗
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
applicant tracking system resume parsing two column resume columns parsing accuracy ATS vendor guidance Google ↗
ATS resume parsing single column vs two column evidence study parsing software columns Google ↗
Greenhouse resume parsing columns tables text extraction resume formatting Google ↗
- Resume Parsing Research: Open Data and Method · atsprep.com
- 108 Resume PDFs Tested for ATS Extraction · atsprep.com
- Unsuccessful resume parse · support.greenhouse.io
- Best Resume Format: What 94,338 Applications Reveal · huntr.co
- Best Resume Format: What 94,338 Applications Reveal · api.huntr.co
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
applicant tracking system resume parsing two column resume columns parsing accuracy ATS vendor guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ATS resume parsing single column vs two column evidence study parsing software columns OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Greenhouse resume parsing columns tables text extraction resume formatting OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |