Behavior Intelligence Infrastructure

Trust Oracles
for Onchain
Finance

ZeruAI reads wallet behavior and turns it into trust signals. Those signals decide who mines an economy's market, and who passes a screen, a credit check, or an allocation.

Onchain, identity is optional. Behavior is the trust primitive that scales.

Explore Activity Markets
Request API Access →Read the Research →
Live Infrastructure
0M+Wallets scored
0M+API calls processed
0M+zScore checks

Trusted by protocols

GAIBCitreaUnllooBionUpscaleChangeNOW

zScore live on

EtherscanBasescanArbiscanHyperEVMScan
The Problem

Crypto doesn't have a capital shortage.It has a trust shortage

Protocols allocate billions through airdrops, incentives, launches, and yield. But the signals behind those decisions are shallow. Wallet counts, transaction volume, and quest completions can't tell a genuine contributor from a mercenary.

In traditional finance, trust is built from identity: credit files, banking records, KYC. Onchain, a wallet can move millions without revealing who controls it.

ZeruAI exists to answer one recurring question

Who deserves capital?

The Category

What is a trust oracle?

Price oracle

Tells applications what an asset is worth

Trust oracle

Tells applications how a wallet has behaved

ZeruAI trust oracles convert behavioral, transactional, and risk data into signals applications can act on. When identity is optional, trust has to be inferred from behavior. It is the same engine underneath both products: it decides who mines a market, and it answers every API call.

  • Trading
  • Lending & repayment
  • Liquidity
  • Governance
  • + 9 more dimensions
How It Works

From wallet behavior to allocation decisions

01

Ingest

Multichain wallet activity across EVM ecosystems: trading, liquidity, lending, incentives, governance.

02

Normalize

Raw transactions are decoded into comparable behavior across chains and protocols.

03

Model

Neural networks find the patterns: contribution quality, risk, reliability.

04

Score

zScore and domain-specific signals for incentives, credit, and compliance.

05

Act

Scores rank today’s miners in an Activity Market, and answer live API calls for screening, credit, and allocation.

Learn: outcomes feed back, so every allocation improves the next.

BEHAVIOR → TRUST → ALLOCATION → OUTCOME → BETTER ALLOCATION

The Platform

One intelligence layer. Two products. One token

Coordination asset$ZERU$ZERU coordinates markets, mining, and API access across the Zeru ecosystem.
Products

Built on the trust oracle

Zaps

Activity Markets

Pump lets a creator launch a market. Virtuals lets a project launch one. Zaps lets an economy launch one. Real activity on a chain decides who brings that market’s supply to the table.

  • Real chain activity decides who mines, every day
  • Miners earn when the market buys, never free inventory to dump
  • No team, no VC, no free allocation. Unsold supply burns.
  • Trading
  • Lending
  • Liquidity
  • Perps
  • Prediction markets
  • + more
Explore Activity Markets

Enterprise APIs

Wallet intelligence on demand

Wallet-level trust signals built from behavior across DeFi, served by API and wired straight into the decisions that move capital.

  • Wallet screening
  • Smarter airdrops and incentives
  • Behavioral credit signals
Explore the APIs

Activity decides who can mine. Demand decides how much exists.

Proof in Production

Used where trust signals get applied

GAIB
Enterprise APIsAirdrop and incentive quality analysis. V1 → V2 airdrop optimisation.
Citrea
Enterprise APIsEcosystem allocation intelligence
Unlloo
Enterprise APIsCredit underwriting signals
Bion
Enterprise APIsBorrower behavior intelligence
Upscale
Enterprise APIsWallet intelligence integration
ChangeNOW
Enterprise APIsUser segmentation at scale
Aspen
ZapsActivity Markets
Ditto
ZapsActivity Markets

Published Analyses

New ResearcharXiv · 2607.27859 · July 2026

ZAPs: A Reward Attribution Framework for DeFi Ecosystems

The peer-reviewed framework behind Zaps: contribution scoring plus a four-layer sybil defense.

56%

Less sybil allocation

49%

More quality wallets

50%

Lower sell pressure

Read the paper

76%

of airdrop leakage preventable

EigenLayer · 11,176 wallets analysed

686K

ETHFI saveable with zScore filtering

ether.fi · 10,015 wallets analysed

73%

reduction in same-day leakage

Optimism · 11,024 wallets analysed
All research and case studies →
The Road Ahead

From trust oracle to the trust layer of tokenized finance

  1. NOW

    Trust oracle live

    zScore, explorer integrations, scoring APIs

  2. LIVE

    Zaps network

    Clans, scores, and campaigns on app.zaps.wtf

  3. NEXT

    Activity Markets

    zBASE, the first market mined by Base. TGE approaching

  4. AHEAD

    Tokenized finance & AI agents

    Stablecoin risk, RWAs, agent reputation

As stablecoins, real-world assets, and AI-agent wallets move onchain, behavioral trust becomes the scarce input. ZeruAI is building its default infrastructure.

Dispatches

Latest from the blog

Product releases, research, and market notes, as they ship.

All posts

Launching zScreen

Screening an address is easy. Explaining why it is risky is the harder problem. When a regulator or auditor asks why a transaction was approved or blocked, a score alone is not an answer. The evidence behind the decision is. Most screening tools stop at the label. zScreen starts there. What is zScreen? zScreen screens a wallet address and returns a verdict: CLEAR, REVIEW, or FLAGGED. Each verdict comes with the money trail and the evidence behind it. Coverage runs across 40+ blockchains, incl...

Read

Build on the trust layer

Whether you are launching a market, underwriting wallets, or screening counterparties, ZeruAI gives you the trust signals to decide better.

Check your zScoreRequest API Access