HireX

HireX Trust Graph Platform

HireX combines trust-first hiring with smart sponsored reach

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.

One command center for trust scores, sponsored campaigns, and real-time ranking across the feed.

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Features aligned to the actual hackathon architecture

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.

Verification + Trust Graph

Every user and company carries a trust score built from verification events, and platform actions unlock by trust tier.

AI Hiring Copilot

Recruiters can generate job descriptions and score screening answers with reasoning to speed up evaluation quality.

Sponsored Reach Engine

Campaigns are scored by relevance, performance, and budget so the right job, event, or profile appears to the right user.

Sponsored reach ranks by relevance, performance, and budget

The promotion engine learns from campaign performance, applies a daily budget limit, and boosts content that proves it converts.

Match

Audience relevance

Skills, industry, and experience tier decide whether a campaign is actually useful to the viewer.

Performance

CTR and conversions

Campaigns with stronger click-through and conversion rates earn more visibility over time.

Budget

Dynamic pacing

Daily spend limits and remaining budget affect the campaign rank so delivery stays controlled and fair.

Learning

Auto-boost or cool down

New campaigns get an initial boost, then the system adjusts as engagement data becomes available.

Promotion engine and trust system work together

Campaign delivery is not random: HireX combines trust signals, user relevance, and performance data so sponsored content stays useful instead of spammy.

Campaign creation

Users can launch job, event, or profile campaigns with target skills, industry, tier, budget, and duration controls.

Matching engine

Each campaign is scored from skill match, industry fit, experience match, trust score, and recent activity.

Feed delivery

Sponsored cards appear alongside organic content with repetition limits so the feed stays balanced.

Analytics dashboard

Impressions, clicks, CTR, conversions, and performance trends help teams see what is working and optimize spend.

FAQ

Why is trust score central in HireX?

It gives recruiters and professionals a common credibility layer across identity checks, employment proof, endorsements, and platform behavior.

How does role-based access work?

Professionals, company admins, and users get different flows, and protected actions are enforced by role and verification status at API level.

What makes this different from a job board?

HireX links hiring, networking, events, referrals, and company verification into one trust-aware product instead of isolated modules.

How do sponsored campaigns get ranked?

We score campaigns using match, performance, and budget so the feed can adapt like a real ad system instead of showing fixed placements.