Information and insights about AI in HR and recruiting
Blog Vendors push AI interview fraud detection software on every team. We break down the real fraud rate, the 97% vs 69% detection gap, and who should skip it.
Employment Compliance & Worker Classification Risk Do you need a contractor of record in 2026? Vendors say yes. The breakeven test, real 2026 pricing across providers, and when a rewritten contract wins instead.
Blog Homebase, When I Work, or Deputy? We cut through vendor-written comparisons with an honest 2026 size-based verdict. Free-tier reality and compliance traps included.
Blog Three async video interview tools, one real verdict. Pricing models, usage caps, and candidate UX compared — so lean recruiting teams don't get burned.
HR & Recruitment / Sourcing Tools LinkedIn Recruiter costs $46K+ bundled. We rank Juicebox, HireEZ, and SeekOut by use case — and name the ban risk no vendor mentions.
Blog HR team of one? We ranked PerformYard, 15Five, and Small Improvements for under-100-employee companies running their first review cycle. Real pricing, clear verdict.
Blog Xref, Checkster/Harver, SkillSurvey/iCIMS ranked for in-house teams. Acquisition flags, fraud detection depth, and what automation still can't fix.
Blog Three ATS+CRMs, three seat minimums, three very different bills. The right pick for a small recruiting agency in 2026 — and the bugs vendors omit.
Blog Enginehire, Avionté Labor Edge, or Bullhorn? We ran the cost math — a 5-person team pays $19K+ for Bullhorn year one. Here's which one is actually worth it.
Blog ICE reclassified 10+ I-9 errors as substantive violations in March 2026. We compared Tracker I-9, WorkBright, i9 Intelligence + more — with a clear pick by company size.
HR & Recruitment Fountain or Workstream? We compared every major frontline hiring platform. One clear winner for mid-market operators — and a Workday acquisition that changes everything.
HR & Recruitment One is built for enterprise volume. One is the mid-market workhorse. One is being quietly killed by Calendly. Here's the honest verdict on all three.
HR & Recruitment 7 pre-employment assessment tools ranked for in-house recruiters: which ones are scientifically valid, which carry EEOC risk, and which fit a mid-market budget.
Technology Fathom, Metaview, Fireflies, or BrightHire? The AI notetaker comparison that actually covers consent laws, GDPR exposure, and whether you even need to pay.
HR & Recruitment We compared JazzHR ($75/mo), Workable ($313/mo real cost), and Breezy HR's free plan for small business hiring. One has a pricing trap most teams miss.
HR & Recruitment We ranked 6 engagement tools for teams under 75. One clear winner for office teams, one for frontline workers, and four that are overpriced for your headcount.
HR & Recruitment Rippling, BambooHR, and Gusto compared without vendor bias. Clear verdict by company stage, real pricing breakdowns, and the cons nobody publishes in their comparison chart.
AI HR Compliance A Jan 2026 class action says Eightfold AI built hidden 'credit reports' on 1B workers. Here's what it means for your hiring stack — and a 5-question vendor checklist.
Workday Ai Lawsuit Job Seekers Two 2026 lawsuits just exposed how AI secretly scored 1B+ job seekers without disclosure. Which companies did it, your FCRA rights, and what to do now.
Best Salary Benchmarking Tools For Job Seekers 2026 7 salary databases ranked from a candidate's POV — not HR's. One platform has been inflating figures by $40K. Plus the free government source nobody cites.
Best Ai Interview Prep Tools 2026 Ranked: 6 AI interview prep tools with no vendor bias — including which ones got candidates' offers rescinded. One clear recommendation stack, no hedging.
Greenhouse Vs Ashby Vs Lever Ats 2026 Greenhouse and Ashby are pulling ahead. Lever is quietly falling behind. Here's what Trustpilot reviews and $50M in funding data reveal about all three.
Hirevue Alternatives 2026 Most HireVue alternatives guides are written by its competitors. 5 tools compared on the one question no one else asks: does the AI still decide who advances?