ManyHatsJack
Job Fit Bot

What the bot does

When a ManyHatsJack user asks to review a job, the bot retrieves the publicly available listing page and extracts details such as the role, employer, responsibilities, qualifications, location, compensation, and application URL. ManyHatsJack compares those details with career information the user has chosen to maintain in the platform and generates a fit assessment.

The assessment helps the user understand where their documented experience supports the role, where gaps may exist, and whether the opportunity deserves further attention. The bot does not apply for jobs, complete transactions, post content, or make hiring decisions.

How requests are identified

Requests use a stable, bot specific user agent that links back to this documentation:

ManyHatsJack publishes its Web Bot Auth public key directory at mhj-bot.alphag33k.workers.dev . Signed listing requests reference this directory so participating network providers and website operators can verify that the traffic originates from the ManyHatsJack bot.

Access and crawl practices

• Requests happen only when a user submits a job link for review.
• Accesses publicly available job listing content and does not bypass authentication, paywalls, CAPTCHAs, or other access controls.
• Honors robots.txt Allow and Disallow rules for its user agent and for *.
• Each review reads the site’s robots.txt and one listing page, one request at a time. It does not crawl or follow links beyond redirects.
• Does not disguise its identity, rotate identities to evade controls, or continue after an explicit denial.

Data use

Retrieved listing content is used to provide the requesting user with job search organization and a fit assessment. It is not collected to train a general purpose AI model, resold as a listing feed, or used to create a public search index. Listing details may be stored with the user’s private application records so the assessment remains understandable and useful over time.

Career data used in the comparison remains associated with the authenticated ManyHatsJack user. For more information, review the Privacy Policy and Terms of Use .