Generic manual time trackers vs AI contractor task hubs: How to choose
Standard stopwatches log flat hours, but event-driven hubs capture task counts and audit records across multiple AI evaluation portals.
Map domain permissions and keyboard shortcuts to build automatic work records on unlisted annotation portals.
AI contractors frequently move between major platforms and boutique client portals. Platforms like Outlier, DataAnnotation, Mercor, Handshake, micro1, and TELUS often run tasks on distinct domains. When working inside custom interfaces, relying on native platform counters leaves blind spots. Many proprietary tools do not offer real-time session stats or historical task logs, making pay discrepancies difficult to verify when invoicing time comes around.
Running a personal record-keeping layer solves this gap. RaterSidekick functions as a private work hub by operating directly inside your browser. Rather than relying on invasive screen recording or keystroke logging, it logs active work sessions, task counts, and estimated earnings using strict site boundaries and user-defined triggers. Here is how to configure domain-specific tracking and submit shortcuts for custom or unlisted annotation portals.
Most generic trackers require permission to view every website you visit. RaterSidekick operates under a zero-access default. It remains inactive until you explicitly designate a specific domain or project profile for tracking.
When you open a custom rating portal or client interface, set up site access using Chrome's native permissions prompt:
This approach ensures that proprietary work stays isolated. No screen capture code exists in the extension, meaning sensitive client prompts, model outputs, and evaluation text remain off the record.
Manual clocking breaks focus. To log task counts accurately on custom tools, RaterSidekick detects completions via triggers you select.
Contractors typically submit evaluation forms using key combinations like Enter or Ctrl+Enter. You can assign that exact shortcut to trigger the task counter:
Because no text inputs or keystroke logs are saved locally or sent to external servers, you maintain an accurate count without exposing work inputs.
If your portal relies on button clicks rather than keyboard shortcuts, you can point the extension directly at the submit element during initial setup.
When pointed at a submit button, RaterSidekick saves its coordinate location and label locally on your device. When you click that specific element, the extension registers a completed task. The button details stay on your machine, ensuring no page text, form data, ratings, or comments are ever read or transmitted.
Once domain permissions and task triggers are active, establish your rate structure to project earnings accurately during long sessions:
If a client portal updates its interface or shuts down its internal history view, your private records remain intact. You can also import existing work history from spreadsheets, Clockify, or platform exports to keep your master dashboard complete.
Some client projects mandate third-party monitoring software like Insightful or Hubstaff. RaterSidekick is not employer monitoring software and does not replace those systems. It operates independently alongside existing client tools as your personal data layer.
Setting up custom domain tracking ensures that regardless of how many proprietary portals you use, your complete work history, session durations, and pay audits belong strictly to you. You can start with a 7-day free trial requiring no credit card to test setup across your current client sites. The Pro plan adds unlimited project profiles, full work history storage, Pay Checker, and Evidence Packs under monthly or annual billing options.
Standard stopwatches log flat hours, but event-driven hubs capture task counts and audit records across multiple AI evaluation portals.
A monthly look at shifting payout cycles across AI rating platforms and how contractors can protect their earnings using private session tracking.
Cross-reference platform earnings statements with your local task history to spot underpayments and present clear evidence before dispute deadlines hit.