Announcing HonestFit.ai

HonestFit.ai is an AI career profile tool that turns work experience into evidence-backed claims so professionals can build defensible resumes and job-fit assessments. Instead of writing claims you cannot prove, you capture roles and impact through guided workflows, then attach evidence to each claim — public links, work samples, documents, references, metrics, platform proof, or private notes. The platform is "evidence-aware by design," visibly separating self-asserted statements from externally-backed ones, and it keeps your canonical profile separate from the public-facing outputs you choose to share.

Its Job Fit Analysis lets you paste a job description and receive evidence-oriented fit reasoning that flags supported strengths, plausible gaps, and missing evidence, so you avoid overstating unsupported skills. From there, HonestFit generates targeted resumes, fit reports, and candidate-controlled public profiles tailored to the role. Private evidence can strengthen your record without exposing it publicly.

HonestFit is aimed at professionals whose work does not fit a traditional GitHub-style portfolio — developers, designers, operators, salespeople, educators, consultants, tradespeople, and creators. A free tier offers 2 fit runs and 1 targeted resume per month; the Pro plan ($19/month or $190/year) raises limits to 25 fit runs and 10 targeted resumes monthly, and a Partner API supports team and tool integrations.

Building evidence-backed career profiles, running job-fit analysis against job descriptions, generating targeted ATS resumes, creating shareable candidate-controlled public profiles, and identifying gaps or missing evidence before applying.