A Practical Evaluation Dataset for Real-Time AI Work Assistants
A privacy-safe, synthetic benchmark design for evaluating AI assistants across meetings, sales calls, and interviews.
AI & Tools
What free means in an AI interview copilot
Almost every AI interview copilot has a free tier, and in most of them the free tier excludes the one
The Microsoft Teams interview risk that isn’t Teams
Microsoft Teams interviews carry a risk the other platforms mostly don’t, and it has almost nothing to do with Teams.
What Zoom can actually see in an interview
On April 1, 2020, Zoom’s CEO Eric Yuan published a message to users that included a line worth remembering six
Running an AI assistant during a Google Meet interview
Google Meet runs in a browser tab. That one fact decides almost everything about whether an AI assistant can sit
Why Desktop AI Assistants Are Replacing Browser Extensions for Interviews and Sales
Desktop apps like Craqly are invisible during screen sharing. Browser extensions are not. Here is the technical reason, and when extensions are still fine.
Free AI Interview Assistants in 2026: What You Actually Get Without Paying
We tested every free and freemium AI interview tool in 2026. Google Warmup, Craqly free tier, open-source. What is useful and what is a trial trap.
The Real Cost of AI Interview Tools in 2026: Every Major Tool’s Pricing Compared
Final Round AI, LockedIn, Cluely, Craqly, Interview Sidekick pricing compared. Hidden costs, free tiers, and what you will actually spend.
AI-Powered Interview Helper: How It Works and Why Candidates Use One
See how AI interview helpers capture audio, transcribe speech, and surface answers in under 2 seconds. Includes honest take on ethics and tool tradeoffs.
Revenue.io Alternatives: Conversation Intelligence Without the Enterprise Price
Revenue.io pricing scares off most SMB sales teams. Here are 6 real alternatives with honest pricing, trade-offs, and what each is actually good at.