Verification + Trust Graph
Every user and company carries a trust score built from verification events, and platform actions unlock by trust tier.
HireX Trust Graph Platform
HireX brings together role-based auth, verification signals, trust scoring, AI-assisted screening, and an Instagram-inspired promotion engine that ranks campaigns by relevance, performance, and budget.

The platform is not a generic network clone. It is designed around a trust graph where verification, reputation, and role-based access drive what users can do.
Every user and company carries a trust score built from verification events, and platform actions unlock by trust tier.
Recruiters can generate job descriptions and score screening answers with reasoning to speed up evaluation quality.
Campaigns are scored by relevance, performance, and budget so the right job, event, or profile appears to the right user.
The promotion engine learns from campaign performance, applies a daily budget limit, and boosts content that proves it converts.
Match
Skills, industry, and experience tier decide whether a campaign is actually useful to the viewer.
Performance
Campaigns with stronger click-through and conversion rates earn more visibility over time.
Budget
Daily spend limits and remaining budget affect the campaign rank so delivery stays controlled and fair.
Learning
New campaigns get an initial boost, then the system adjusts as engagement data becomes available.
Campaign delivery is not random: HireX combines trust signals, user relevance, and performance data so sponsored content stays useful instead of spammy.
Users can launch job, event, or profile campaigns with target skills, industry, tier, budget, and duration controls.
Each campaign is scored from skill match, industry fit, experience match, trust score, and recent activity.
Sponsored cards appear alongside organic content with repetition limits so the feed stays balanced.
Impressions, clicks, CTR, conversions, and performance trends help teams see what is working and optimize spend.
It gives recruiters and professionals a common credibility layer across identity checks, employment proof, endorsements, and platform behavior.
Professionals, company admins, and users get different flows, and protected actions are enforced by role and verification status at API level.
HireX links hiring, networking, events, referrals, and company verification into one trust-aware product instead of isolated modules.
We score campaigns using match, performance, and budget so the feed can adapt like a real ad system instead of showing fixed placements.