Press kit

Boilerplate (lift verbatim)

Knowitol is the #1 ATS optimization tool that goes beyond keywords — using role-specific signals to beat the hiring algorithm. Operated by Quantum Diligence LLC, Knowitol scans hundreds of thousands of resumes and job postings, publishing original research on how applicant tracking systems and ghost-job posting patterns shape modern hiring.

Available data on request

• Anonymized ATS match-score distributions, sliced by role, industry, and seniority (minimum cell size 50).
• Ghost-job rates by company and industry — derived from our live detector and Coresignal/SEC EDGAR pipeline. (City-level breakdown is on the roadmap once posting-location capture lands.)
• Role-by-role missing-keyword frequencies and gap categories.
• Custom cuts for specific stories — typically delivered within 5 business days.

About Knowitol Team

Knowitol Team is the research and engineering group at Quantum Diligence LLC behind every Knowitol study, scanner update, and Ghost Job Detector improvement.

Logo & brand

Logo: PNG download. Use "Knowitol" in copy; "Quantum Diligence LLC" only when legal entity reference is required.

License

All Knowitol Research data points are released under CC BY 4.0 — free to cite, quote, or reproduce with attribution to Knowitol Research and a link to the source report.