Use case
During a job hunt, a seeker faces many postings across several sources each day, must screen the applicable ones by location, visa, salary, sector, seniority and language, then fill each application form.
The prior method is browsing each job site posting by posting, tracking applications in a spreadsheet or notes, and filling every application form by hand.
Screening rules are numerous and repetitive, comparing each posting and filling each form is time-consuming, and applications and skips leave no traceable record, making duplicate applications or missed qualifying postings likely.
xOcto's call
Demand is evidenced
Trend: high-repetition, rule-heavy job screening and form filling is being split into a rules file, browser-side auto-fill and an auditable record. Entry: start with cross-border job seekers or specific visa-path groups who have hard filters, selling the rule set and application log as a reusable asset; pricing is undisclosed and must not be invented.
Reason to use it
Why users would choose it
Compared with manual screening and form filling, it fixes the filters into a rules file, has the agent fetch and filter daily, fills forms in the user's own Chrome, and writes each application or skip as a greppable, diffable markdown record, removing the per-posting comparison and repeated form filling. Inference: seekers with hard filters and high application volume would choose it for that reason.
Where the easy answer breaks down
The tension worth following
An English validation note will follow from the public evidence.
If this is your job
Worth trying. Compared with manual screening and form filling, it fixes the filters into a rules file, has the agent fetch and filter daily, fills forms in the user's own Chrome, and writes each application or skip as a greppable, diffable markdown record, removing the per-posting comparison and repeated form filling. Inference: seekers with hard filters and high application volume would choose it for that reason.
Entry and what to borrow
Trend: high-repetition, rule-heavy job screening and form filling is being split into a rules file, browser-side auto-fill and an auditable record. Entry: start with cross-border job seekers or specific visa-path groups who have hard filters, selling the rule set and application log as a reusable asset; pricing is undisclosed and must not be invented.