Builder Intelligence Graph

Reputation earned through execution, not hype.

Zehunt tracks how builders grow over time using real activity signals. We convert building events into measurable reputation and unlock real-world opportunities.

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Core Loop

Builder ships work and logs events

Execution activity increases Builder Score

High-signal builders get visibility

Opportunities unlock: hiring, collaboration, funding

Builder Score Framework

Reputation Engine

Builder Score = (Consistency x 30%) + (Execution x 25%) + (Engagement Quality x 20%) + (Outcome Signals x 15%) + (Social Proof x 10%)

Consistency

30%

Active days, update rhythm, event streaks

Execution

25%

Lifecycle movement: idea to growth

Engagement Quality

20%

Depth of feedback and meaningful discussions

Outcome Signals

15%

Hiring, collaboration, and funding intent

Social Proof

10%

Followers and lightweight reactions

Rising Builders

7-day growth

Ayesha Khan

@ayeshabuilds • AI Workflow Systems

Builder Score

842

Momentum

+18% in 7d

21-day streak

Rohan Mehta

@rohanexec • Developer Infrastructure

Builder Score

806

Momentum

+14% in 7d

17-day streak

Mina Park

@minaforward • B2B SaaS Automation

Builder Score

773

Momentum

+12% in 7d

28-day streak

Event Stream Priorities

Every signal in Zehunt flows through a unified builder event stream. This creates one source of truth for scoring, ranking, and future analytics.

PRODUCT_CREATED / PRODUCT_UPDATED
STAGE_CHANGED / LAUNCHED
POST_CREATED / COMMENT_RECEIVED
FOLLOWED / OPPORTUNITY_UNLOCKED

Opportunity Engine

Opportunity Outcomes

Hiring Match

Builders with high execution consistency become visible to hiring teams.

Collaboration Match

Find aligned co-builders based on skills graph and activity quality.

Funding Signal

Emerging builders with velocity spikes surface to early investors.