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What Job Application Forms Actually Ask: A Census of 10 Real Forms (2026)
10 public application forms dissected across 5 ATS systems: field counts, captured question excerpts, and 425 label spellings collapsing to 56 facts. Downloadable dataset.
Candidate Accounts and Sign-In Across Job Application Platforms
A dated reference to candidate routes, authentication mechanisms, evidence and Jobsistant’s prepared assistance. Matching CSV and fictional interactive preview.
Job Application Field Notes: What We Measured Building an Autofill Tool
Round 1 (26 August–3 September 2026): field counts, fill outcomes, and repeated questions across 40 applications by 6 testers on an early Jobsistant build.
PDF vs. DOCX for ATS: Results From 10 Controlled Resume Files
Results from five matched resume layouts tested as DOCX and PDF, with all fixtures and limitations published for reproduction.