Improving accuracy over and over again
Improving accuracy over automation
One thing I've noticed while testing other autofill tools is that speed often comes at the cost of accuracy. Some extensions fill fields incorrectly and even submit forms automatically with wrong information.
For JobLog, I decided to take a different approach.
Right now, my main focus is improving autofill accuracy across different ATS platforms. JobLog stores data locally, fills forms automatically, but always lets the user review everything before submitting. Nothing is sent without the user's confirmation.
I'd rather help someone submit one correct application than ten incorrect ones.
Improving compatibility and accuracy across Workday and other job application platforms will continue to be my highest priority. If you've encountered a form that doesn't fill correctly, I'd love to hear about it.
Congrats on shipping. I like the direction of prioritizing accuracy over pure speed. With autofill tools, a single wrong field can easily destroy trust because users stop wondering "will this save me time?" and start wondering "what else did it fill incorrectly?" Getting people to trust the extension is probably the bigger challenge than making it faster.
I run independent product evaluations for early-stage SaaS. If you are looking for an external perspective, I can test JobLog across real ATS platforms as a first-time user, document every point where confidence drops or the workflow breaks, and deliver a professional walkthrough video with actionable UX findings. If that would be valuable, let me know.