Sherlock
TL;DR
Sherlock AI is a real-time interview integrity tool that detects AI copilots, deepfakes, and proxy candidates in Zoom, Google Meet, and Teams interviews so recruiters can trust that the person they hired is the person they interviewed.
Key Facts
Free version: No free tier is offered. Regular paid plans start at $100/month (Starter, 10 interviews/mo); the AppSumo lifetime deal includes a 60-day money-back guarantee instead of a trial.
Pricing
Starting at $100/mo
License Tier 1
- 10 Sherlock sessions per month
- Interview recording
- Advanced AI detection
- Cheating detection reports
License Tier 2
- 25 Sherlock sessions per month
- Interview recording
- Advanced AI detection
- Cheating detection reports
- Everything in Tier 1
Additional Pricing Information
Vendor-side pricing (from withsherlock.ai): Starter plan from $100/mo with 10 interviews/mo (Fraud Detection only), Growth from $1,500/mo with 300 interviews/mo (Fraud + AI Fluency), and Enterprise at custom pricing (Fraud + AI Fluency + Note Taking). Monthly or annual billing (annual saves 20%). Unlimited seats with fair use; add-on interviews cost $10 each (min 100) on Starter and $5 each on Growth; ATS integrations and 24/5 chat support included.
Details
What is Sherlock?
Sherlock AI is an AI-powered interview integrity layer built for the era where candidates can run ChatGPT copilots, AI overlays, real-time voice modifiers, and deepfakes through their cameras. Rather than a traditional exam proctor, it's a browser-based assistant that joins your existing Zoom, Google Meet, or Microsoft Teams interview — either standalone or by auto-converting a calendar invite — and analyzes the session in real time using a multimodal adversarial ML classifier. It combines eye tracking, keyboard dynamics, screen and window activity, audio-environment analysis, and device signals to distinguish natural interview behavior from subtly engineered attempts to get unauthorized help, alerting the interviewer live when something suspicious happens. After the call, it produces a summary report with an overall integrity score you can use as documented evidence in your hiring decision. For companies that actually allow AI use during problem-solving, Sherlock flips into an AI Fluency Observation mode that scores how effectively a candidate leverages AI tools rather than flagging them. It also captures notes and interview insights automatically. The product is built by WeCP (founder and CEO Abhishek Kaushik, bootstrapped, California, founded 2016, ~3,000 customers), earned AppSumo's Select quality badge, and holds a 5.0/5 from a single AppSumo review — thin independent validation for a tool that makes high-stakes judgments about candidates. It launched on AppSumo in July 2025 with a two-tier lifetime deal, which has since sold out.
Key Features
- *Real-Time AI Cheating Detection** — Flags AI copilots, ChatGPT overlays, InterviewCoder, Cluely, and similar assistance tools live during the interview call
- *Deepfake & Proxy Candidate Detection** — Uses multimodal audio/visual and behavioral analysis to catch impersonation, voice modifiers, and substitute candidates
- *Live Activity Feed** — Monitor tab switches, window changes, and candidate device activity in real time while you focus on evaluating skills
- *Eye Tracking & Keyboard Dynamics** — Behavioral signals that reveal when a candidate is reading off AI-generated answers rather than thinking
- *Post-Interview Integrity Reports** — Get a summary report and an overall candidate integrity score after each session, tuned to your parameters
- *AI Fluency Observation** — For teams that permit AI use during problem-solving, scores how effectively candidates leverage AI tools instead of penalizing them
- *Automatic Notetaking & Insights** — Captures interview notes and candidate/interviewer performance insights without a separate tool
- *Calendar & Meeting Integrations** — Native integration with Zoom, Google Meet, Microsoft Teams, and Google/Apple/Outlook calendars to auto-secure scheduled interviews
- *Standalone or API Integration** — Use Sherlock as a standalone interview platform or integrate it with your existing interview tools via API or browser extension
Who is it for?
- HR teams and recruiters running high-volume remote interviews who suspect candidates are using AI to cheat
- Remote-first companies hiring for technical or high-stakes roles where screening integrity matters
- Agencies and staffing firms conducting interviews on behalf of clients who need documented evidence of candidate authenticity
- Organizations that permit AI use in interviews and want a structured AI fluency score instead of blanket flagging
- Compliance-minded hiring teams that want recorded sessions plus an integrity score they can cite in decisions
Who is it NOT for?
- SMBs that hire a handful of people a year — the $100/month floor is a lot for occasional interviews
- Companies in jurisdictions (or with candidate pools) where recording interviews and scanning browser tabs without clear consent creates legal exposure
- Teams that view heavy monitoring as a candidate-experience killer and prefer trust-based hiring
- Anyone hoping to grab the lifetime deal — it's sold out, so only full-price monthly plans remain
The Bottom Line
Sherlock AI attacks a real and growing problem — AI-assisted cheating in remote interviews — with a genuinely novel approach: it sits on top of Zoom/Meet/Teams, detects AI copilots and deepfakes in real time, and hands you an integrity score you can defend. The features are thoughtful (especially AI Fluency Observation), and the vendor claims 97%+ detection accuracy. But the AppSumo lifetime deal is sold out, there's essentially zero independent validation (one AppSumo review), the team is small, and the privacy implications of recording and scanning candidates' screens deserve serious thought. If you run a high-volume remote hiring operation and candidates' use of AI is undermining your process, try the monthly plan and evaluate it on your own candidates — just don't treat any proctoring tool as a guarantee.
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