Real ChatGPT answer · index seedx1Q6CgHGOgccompleteCareers and HR · resumes and cover lettersinformational
How do modern automated resume scanners evaluate the density and placement of industry-specific marketing keywords?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do modern automated resume scanners evaluate the density and placement of industry-specific marketing keywords?
1 real search · 1 real-search pass
how applicant tracking systems parse resumes keyword matching contextual skills extraction resume job description researchGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
how applicant tracking systems parse resumes keyword matching contextual skills extraction resume job description research Google ↗
- The Resume Keyword Gap Report 2026 · 22skills.com
- Frontiers | AI-driven active sourcing in recruitment: addressing contestability in automated hiring systems · frontiersin.org
- Comparing AI-based approaches to candidate screening: recommendations for policy and regulation | Data & Policy · cambridge.org
- AI-Powered Resume and Job Description Matcher: A Semantic Similarity Approach Using SBERT and Contrastive Fine-Tuning | IEEE Conference Publication · ieeexplore.ieee.org