Puest AI-Expose fake job postings before you waste your time

Puest AI is an AI-powered job posting analysis tool designed to help job seekers evaluate the credibility of job listings before applying. It uses machine learning and natural language processing (NLP) to detect patterns associated with fake postings, ghost jobs, internal backfills, and scams.
The system focuses on English-language job descriptions and analyzes more than 50 red flags to produce a clear assessment. Results include a RedFlag Score, trust indicators, and practical guidance, enabling users to decide whether to proceed with an application or move on.
After creating a free account, users paste a job description into the analyzer. The system processes only English-language content. Puest AI evaluates textual signals and structural attributes associated with authenticity, risk, and hiring intent.
The output includes a RedFlag Score, categorized risk findings, and trust indicators. Users also receive succinct guidance on whether to apply or move on, helping them prioritize time and protect personal information during the job search.
Key analysis outputs include:
| Output | Description |
|---|---|
| RedFlag Score | A summary score indicating overall risk level of the posting |
| Risk Categories | Flagged indicators across areas such as ghost listings or potential scams |
| Trust Indicators | Signals that suggest higher legitimacy or hiring intent |
| Verdict/Guidance | Actionable recommendation on whether to proceed with an application |
| Language Support | Analysis currently supports English-only job descriptions |
Puest AI helps job seekers triage opportunities efficiently by filtering out suspicious or low-likelihood postings. This reduces time spent on applications unlikely to lead to interviews and helps protect users from potential scams and data-harvesting attempts.
The tool is useful for recent graduates, career changers, and experienced professionals who need a quick, objective check on job posting quality. By focusing applications on listings with stronger trust indicators, users can streamline their search, manage effort more effectively, and make more informed decisions about where to apply.