Analyze Dashboard Scoring

Analyzer

Verify a remote job before you apply.

Paste a job URL or job description, choose the applicant country, and get a trust score with concrete reasons.

Job URLCrawler enabled

Best on public career pages and ATS links. LinkedIn and Indeed may require pasted text if they block automated page access.

Job description

Applicant country Desired role

Live scoring model

Hybrid AI checks

1

Rule-based scam detector

Flags payment requests, chat-only recruiters, no-interview pressure, and suspicious links.

2

NLP-style extraction

Pulls company, title, salary, location, remote type, country restrictions, and work authorization.

3

Structured scoring engine

Weights legitimacy, remote authenticity, global eligibility, and quality into a final trust score.

4

Future model wrapper

Baseline ML and transformer placeholders are included without requiring paid APIs.